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ORCIDJuan Manuel Górriz
Juan Manuel Górriz Sáez – J. M. Górriz
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- affiliation: University of Granada, Spain
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2020 – today
- 2025
[j160]Feiwei Qin
, Zhengwei Shen, Ruiquan Ge, Kai Zhang, Fei Lin, Yeru Wang, Juan Manuel Górriz, Ahmed Elazab, Changmiao Wang:
InfraFFN: A Feature Fusion Network leveraging dual-path convolution and self-attention for infrared image super-resolution. Knowl. Based Syst. 310: 112960 (2025)- [i34]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, F. Segovia Román, Juan Manuel Górriz Sáez:
Tutorial: VAE as an inference paradigm for neuroimaging. CoRR abs/2501.08009 (2025) - 2024
- [j159]Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz:
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023. Appl. Intell. 54(11-12): 35-79 (2024) - [j158]Yu-Dong Zhang, Juan Manuel Górriz:
Guest Editorial: Knowledge-based deep learning system in bio-medicine. CAAI Trans. Intell. Technol. 9(4): 787-789 (2024) - [j157]Maksym Manko, Anton Popov, Juan Manuel Górriz, Javier Ramírez:
Improved organs at risk segmentation based on modified U-Net with self-attention and consistency regularisation. CAAI Trans. Intell. Technol. 9(4): 850-865 (2024) - [j156]Hengame Ahmadi Golilarz, Alireza Azadbar, Roohallah Alizadehsani, Juan Manuel Górriz:
GAN-MD: A myocarditis detection using multi-channel convolutional neural networks and generative adversarial network-based data augmentation. CAAI Trans. Intell. Technol. 9(4): 866-878 (2024) - [j155]Lijia Deng, Qinghua Zhou, Shuihua Wang, Juan Manuel Górriz, Yudong Zhang:
Deep learning in crowd counting: A survey. CAAI Trans. Intell. Technol. 9(5): 1043-1077 (2024) - [j154]Jing Yang, Touseef Sadiq, Jiale Xiong, Muhammad Awais, Uzair Aslam Bhatti, Roohallah Alizadehsani, Juan Manuel Górriz:
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm. CAAI Trans. Intell. Technol. 9(6): 1347-1360 (2024) - [j153]Robertas Damasevicius, Senthil Kumar Jagatheesaperumal, Rajesh N. V. P. S. Kandala, Sadiq Hussain, Roohallah Alizadehsani, Juan Manuel Górriz:
Deep learning for personalized health monitoring and prediction: A review. Comput. Intell. 40(3) (2024) - [j152]Ahmed Elazab, Changmiao Wang, Mohammed Abdelaziz, Jian Zhang, Jason Gu, Juan Manuel Górriz, Yudong Zhang, Chunqi Chang:
Alzheimer's disease diagnosis from single and multimodal data using machine and deep learning models: Achievements and future directions. Expert Syst. Appl. 255: 124780 (2024) - [j151]Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Carmen Jimenez-Mesa, Fermín Segovia, Ignacio Álvarez, Javier Ramírez, Juan Manuel Górriz:
Bridging Imaging and Clinical Scores in Parkinson's Progression via Multimodal Self-Supervised Deep Learning. Int. J. Neural Syst. 34(8): 2450043:1-2450043:16 (2024) - [j150]Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Delaram Sadeghi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Sadiq Hussain, Assef Zare, Zahra Alizadeh Sani, Fahime Khozeimeh, Saeid Nahavandi, U. Rajendra Acharya, Juan Manuel Górriz:
Automated detection and forecasting of COVID-19 using deep learning techniques: A review. Neurocomputing 577: 127317 (2024) - [j149]Sonali Samal, Yu-Dong Zhang, Juan Manuel Górriz Sáez, Shui-Hua Wang, Bunil Kumar Balabantaray, Rajashree Nayak:
EAYv3-CF$C^{3}$: Ensemble Learning With Attention-Based Yv3 Combined With CF$C^{3}$ Loss for Obscenity Detection. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1097-1101 (2024) - [j148]Zahra Namadchian, Afshin Shoeibi, Assef Zare, Juan Manuel Górriz, Hak-Keung Lam, Sai Ho Ling:
Stability Analysis of Dynamic General Type-2 Fuzzy Control System With Uncertainty. IEEE Trans. Syst. Man Cybern. Syst. 54(3): 1755-1767 (2024) - [c178]Masoud Sistaninezhad, Ali Jafarizadeh, Saman Rajebi, Siamak Pedrammehr, Roohallah Alizadehsani, Juan Manuel Górriz:
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods. IWINAC 2024: 3-13 - [c177]Andrés Ortiz, Nicolás Gallego-Molina, Diego Castillo-Barnes, Ignacio Rodríguez-Rodríguez, Juan Manuel Górriz:
Visualizing Brain Synchronization: An Explainable Representation of Phase-Amplitude Coupling. IWINAC 2024: 14-23 - [c176]Mohammad Maftoun, Javad Hassannataj Joloudari, Omid Zare, Maryam Khademi, Alireza Atashi, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Juan Manuel Górriz:
Improving Prediction of Mortality in ICU via Fusion of SelectKBest with SMOTE Method and Extra Tree Classifier. IWINAC 2024: 68-77 - [c175]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, Juan Eloy Arco, Ignacio A. Illán, Carmen Jiménez-Mesa, Javier Ramírez, Juan Manuel Górriz:
A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson's Disease. IWINAC 2024: 78-87 - [c174]Mohamad Roshanzamir, Roohallah Alizadehsani, Seyed Vahid Moravvej, Javad Hassannataj Joloudari, Hamid Alinejad-Rokny, Juan Manuel Górriz:
Enhancing Interpretability in Machine Learning: A Focus on Genetic Network Programming, Its Variants, and Applications. IWINAC 2024: 98-107 - [c173]Mohammad Hashemi, Seyedeh Somayeh Salehi Komamardakhi, Mohammad Maftoun, Omid Zare, Javad Hassannataj Joloudari, Mohammad Ali Nematollahi, Roohallah Alizadehsani, Pietro Sala, Juan Manuel Górriz:
Enhancing Coronary Artery Disease Classification Using Optimized MLP Based on Genetic Algorithm. IWINAC 2024: 108-117 - [c172]Juan Eloy Arco, Nicolás Gallego-Molina, Pedro Javier Lopez-Perez, Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz:
Extracting Heart Rate Variability from NIRS Signals for an Explainable Detection of Learning Disorders. IWINAC 2024: 118-127 - [c171]Mohammad Bdaqli, Afshin Shoeibi, Parisa Moridian, Delaram Sadeghi, Mozhde Firoozi Pouyani, Ahmad Shalbaf, Juan Manuel Górriz:
Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI. IWINAC 2024: 128-138 - [c170]Afshin Shoeibi, Mahboobeh Jafari, Delaram Sadeghi, Roohallah Alizadehsani, Hamid Alinejad-Rokny, Amin Beheshti, Juan Manuel Górriz:
Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model. IWINAC 2024: 139-149 - [c169]Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz:
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models. IWINAC 2024: 150-160 - [c168]Meng Wu, Shuwen Chen, Jiaji Wang, Shuihua Wang, Juan Manuel Górriz, Eugene Yu-Dong Zhang:
Stationary Wavelet Entropy and Cat Swarm Optimization to Detect COVID-19. IWINAC (2) 2024: 150-162 - [c167]Nicolás Gallego-Molina, Francisco Jesús Martínez-Murcia, Marco A. Formoso, Diego Castillo-Barnes, Andrés Ortiz, Javier Ramírez, J. M. Górriz, Pedro Javier Lopez-Perez, Juan Luis Luque:
A Survey on EEG Phase Amplitude Coupling to Speech Rhythm for the Prediction of Dyslexia. IWINAC 2024: 161-170 - [c166]R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia:
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC 2024: 182-190 - [c165]Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
A Comparative Study of Deep Learning Approaches for Cognitive Impairment Diagnosis Based on the Clock-Drawing Test. IWINAC 2024: 191-200 - [c164]David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz:
RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging. IWINAC (2) 2024: 225-245 - [c163]Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto:
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. IWINAC (2) 2024: 246-261 - [i33]Juan Manuel Górriz, Fermín Segovia, Javier Ramírez, Andrés Ortiz, John Suckling:
Is K-fold cross validation the best model selection method for Machine Learning? CoRR abs/2401.16407 (2024) - [i32]Juan Manuel Górriz, J. Ramirez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Carmen Jiménez-Mesa, John Suckling:
Statistical Agnostic Regression: a machine learning method to validate regression models. CoRR abs/2402.15213 (2024) - [i31]F. J. Alcaide, I. Álvarez Illán, Javier Ramírez, J. M. Górriz:
Unraveling the Autism spectrum heterogeneity: Insights from ABIDE I Database using data/model-driven permutation testing approaches. CoRR abs/2405.12225 (2024) - [i30]Jacob Rodriguez-Rivero, David López-García, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez, Iván Maza, Aníbal Ollero, Pol Paradell Sola, Albert Gili Selga, José Luis Domínguez-García, Alejandro Romero, A. Berro, Rocío Domínguez, Inmaculada Prieto:
RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena. CoRR abs/2410.19799 (2024) - [i29]David López-García, Fermín Segovia, Jacob Rodriguez-Rivero, Javier Ramírez, David Pérez, Raúl Serrano, Juan Manuel Górriz:
RESISTO Project: Automatic detection of operation temperature anomalies for power electric transformers using thermal imaging. CoRR abs/2410.19800 (2024) - [i28]Cristóbal Vázquez-García, Francisco Jesús Martínez-Murcia, F. Segovia Román, Juan Manuel Górriz:
A Review of Latent Representation Models in Neuroimaging. CoRR abs/2412.19844 (2024) - 2023
- [j147]Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez:
Ensembling shallow siamese architectures to assess functional asymmetry in Alzheimer's disease progression. Appl. Soft Comput. 134: 109991 (2023) - [j146]Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Yu-Dong Zhang, Ram Bilas Pachori, Juan Manuel Górriz:
Automatic diagnosis of COVID-19 from CT images using CycleGAN and transfer learning. Appl. Soft Comput. 144: 110511 (2023) - [j145]Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Niloufar Delfan, Yudong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya:
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review. Comput. Biol. Medicine 160: 106998 (2023) - [j144]Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Sara Bagherzadeh, Ahmad Shalbaf, David López-García, Juan Manuel Górriz, U. Rajendra Acharya:
Emotion recognition in EEG signals using deep learning methods: A review. Comput. Biol. Medicine 165: 107450 (2023) - [j143]Fermín Segovia, Javier Ramírez, Diego Salas-González, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Connected system for monitoring electrical power transformers using thermal imaging. Integr. Comput. Aided Eng. 30(4): 353-368 (2023) - [j142]Hengde Zhu, Jian Wang, Shui-Hua Wang, Rajeev Raman, Juan Manuel Górriz, Yudong Zhang:
An Evolutionary Attention-Based Network for Medical Image Classification. Int. J. Neural Syst. 33(3): 2350010:1-2350010:17 (2023) - [j141]José Manuel Ferrández, Eduardo Fernández, Juan Manuel Górriz:
Introduction. Int. J. Neural Syst. 33(4): 2303001:1 (2023) - [j140]Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Using Explainable Artificial Intelligence in the Clock Drawing Test to Reveal the Cognitive Impairment Pattern. Int. J. Neural Syst. 33(4): 2350015:1-2350015:16 (2023) - [j139]Juan Eloy Arco, Andrés Ortiz, Nicolás Gallego-Molina, Juan Manuel Górriz, Javier Ramírez:
Enhancing Multimodal Patterns in Neuroimaging by Siamese Neural Networks with Self-Attention Mechanism. Int. J. Neural Syst. 33(4): 2350019:1-2350019:18 (2023) - [j138]Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Carmen Jimenez-Mesa, Juan Eloy Arco, Diego Salas-Gonzalez, Javier Ramírez, J. M. Górriz:
Nonlinear Weighting Ensemble Learning Model to Diagnose Parkinson's Disease Using Multimodal Data. Int. J. Neural Syst. 33(8): 2350041:1-2350041:20 (2023) - [j137]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yudong Zhang, Juan Manuel Górriz:
Uncertainty-driven ensembles of multi-scale deep architectures for image classification. Inf. Fusion 89: 53-65 (2023) - [j136]Carmen Jimenez-Mesa, Javier Ramírez, John Suckling, Jonathan Vöglein, Johannes Levin, Juan Manuel Górriz:
A non-parametric statistical inference framework for Deep Learning in current neuroimaging. Inf. Fusion 91: 598-611 (2023) - [j135]Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Navid Ghassemi, Parisa Moridian, Roohallah Alizadehsani, Sai Ho Ling, Abbas Khosravi, Hamid Alinejad-Rokny, Hak-Keung Lam, Matthew Fuller-Tyszkiewicz, U. Rajendra Acharya, Donovan Anderson, Yudong Zhang, Juan Manuel Górriz:
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review. Inf. Fusion 93: 85-117 (2023) - [j134]Yudong Zhang, Lijia Deng, Hengde Zhu, Wei Wang, Zeyu Ren, Qinghua Zhou, Siyuan Lu, Shiting Sun, Ziquan Zhu, Juan Manuel Górriz, Shuihua Wang:
Deep learning in food category recognition. Inf. Fusion 98: 101859 (2023) - [j133]J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, José Javier Martínez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, António Pereira, Pedro Pinacho Davidson, María Angélica Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, Shui-Hua Wang, Wei Wang, Yu-Dong Zhang, Hengde Zhu, Ziquan Zhu, J. M. Ferrández-Vicente:
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100: 101945 (2023) - [j132]Yudong Zhang, Jiaji Wang, Juan Manuel Górriz, Shuihua Wang:
Deep Learning and Vision Transformer for Medical Image Analysis. J. Imaging 9(7): 147 (2023) - [j131]Yudong Zhang, Yanrong Pei, Juan Manuel Górriz:
SCNN: A Explainable Swish-based CNN and Mobile App for COVID-19 Diagnosis. Mob. Networks Appl. 28(5): 1936-1949 (2023) - [j130]José M. G. Peñalver, David López-García, Carlos González-García, Blanca Aguado-López, Juan Manuel Górriz, María Ruz:
Top-down specific preparatory activations for selective attention and perceptual expectations. NeuroImage 271: 119960 (2023) - [j129]Yu-Dong Zhang, Juan Manuel Górriz, Yi Pan, Oscar Cordón:
Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 2-4 (2023) - [j128]Xujing Yao, Ziquan Zhu, Cheng Kang, Shui-Hua Wang, Juan Manuel Górriz, Yu-Dong Zhang:
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis. IEEE Trans. Emerg. Top. Comput. Intell. 7(1): 5-14 (2023) - [j127]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz:
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1431-1441 (2023) - [c162]Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan Manuel Górriz, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya:
Using Data Mining Techniques to Analyze Facial Expression Motion Vectors. DIS 2023: 1-19 - [i27]E. Delgado de las Heras, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Carmen Jiménez-Mesa, Diego Castillo-Barnes, Javier Ramírez, Juan Manuel Górriz:
Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders. CoRR abs/2305.07038 (2023) - [i26]Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz:
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023. CoRR abs/2309.12202 (2023) - [i25]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? CoRR abs/2311.12561 (2023) - [i24]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Perez, Miguel López-Zamora, Juan Luis Luque:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. CoRR abs/2311.13876 (2023) - 2022
- [j126]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz:
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies. Biomed. Signal Process. Control. 73: 103417 (2022) - [j125]Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Fahime Khozeimeh, Yu-Dong Zhang, Saeid Nahavandi, U. Rajendra Acharya:
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 146: 105554 (2022) - [j124]Afshin Shoeibi, Parisa Moridian, Marjane Khodatars, Navid Ghassemi, Mahboobeh Jafari, Roohallah Alizadehsani, Yinan Kong, Juan Manuel Górriz, Javier Ramírez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya:
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works. Comput. Biol. Medicine 149: 106053 (2022) - [j123]David López-García, José M. G. Peñalver, Juan Manuel Górriz, María Ruz:
MVPAlab: A machine learning decoding toolbox for multidimensional electroencephalography data. Comput. Methods Programs Biomed. 214: 106549 (2022) - [j122]Danial Katoozian, Hossein Hosseini-Nejad, Mohammad-Reza Abolghasemi Dehaqani, Afshin Shoeibi, Juan Manuel Górriz:
A hardware efficient intra-cortical neural decoding approach based on spike train temporal information. Integr. Comput. Aided Eng. 29(4): 431-445 (2022) - [j121]Siyuan Lu, Ziquan Zhu, Juan Manuel Górriz, Shui-Hua Wang, Yu-Dong Zhang:
NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network. Int. J. Intell. Syst. 37(2): 1572-1598 (2022) - [j120]Nazanin Ahmadi-Dastgerdi, Hossein Hosseini-Nejad, Hadi Amiri, Afshin Shoeibi, Juan Manuel Górriz:
A Vector Quantization-Based Spike Compression Approach Dedicated to Multichannel Neural Recording Microsystems. Int. J. Neural Syst. 32(3): 2250001:1-2250001:16 (2022) - [j119]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Yu-Dong Zhang, Juan Manuel Górriz:
Tiled Sparse Coding in Eigenspaces for Image Classification. Int. J. Neural Syst. 32(3): 2250007:1-2250007:22 (2022) - [j118]Diego Castillo-Barnes, Carmen Jimenez-Mesa, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz:
Quantifying Differences Between Affine and Nonlinear Spatial Normalization of FP-CIT Spect Images. Int. J. Neural Syst. 32(5): 2250019:1-2250019:16 (2022) - [j117]Juan Manuel Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. Neurocomputing 510: 159-171 (2022) - [j116]Yudong Zhang, Juan Manuel Górriz, Shuihua Wang:
Modern Forms and New Challenges in Medical Sensors and Body Area Networks. J. Sens. Actuator Networks 11(4): 79 (2022) - [j115]J. M. Górriz, Carmen Jimenez-Mesa, Fermín Segovia, Javier Ramírez, John Suckling:
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. IEEE J. Biomed. Health Informatics 26(11): 5332-5343 (2022) - [c161]Hengde Zhu, Jian Wang, Shui-Hua Wang, Yudong Zhang, Juan Manuel Górriz:
ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection. IWINAC (1) 2022: 3-12 - [c160]Diego Castillo-Barnes, Javier Merino-Chica, R. Garcia-Diaz, Carmen Jimenez-Mesa, Juan Eloy Arco, Javier Ramírez, J. M. Górriz:
CAD System for Parkinson's Disease with Penalization of Non-significant or High-Variability Input Data Sources. IWINAC (1) 2022: 23-33 - [c159]Carmen Jimenez-Mesa, Juan Eloy Arco, Meritxell Valentí-Soler, Belén Frades-Payo, María A. Zea-Sevilla, Andrés Ortiz, Marina Ávila-Villanueva, Diego Castillo-Barnes, Javier Ramírez, Teodoro Del Ser-Quijano, Cristóbal Carnero-Pardo, Juan Manuel Górriz:
Automatic Classification System for Diagnosis of Cognitive Impairment Based on the Clock-Drawing Test. IWINAC (1) 2022: 34-42 - [c158]Afshin Shoeibi, Mitra Rezaei, Navid Ghassemi, Zahra Namadchian, Assef Zare, Juan Manuel Górriz:
Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model. IWINAC (1) 2022: 63-73 - [c157]Behnam Gholami, Mohammad Hossein Behboudi, Ali Khadem, Afshin Shoeibi, Juan Manuel Górriz:
Sleep Apnea Diagnosis Using Complexity Features of EEG Signals. IWINAC (1) 2022: 74-83 - [c156]David López-García, J. M. González-Peñalver, J. M. Górriz, María Ruz:
Representational Similarity Analysis: A Preliminary Step to fMRI-EEG Data Fusion in MVPAlab. IWINAC (1) 2022: 84-94 - [c155]Andrés Ortiz, Juan Eloy Arco, Marco A. Formoso, Nicolás Gallego-Molina, Ignacio Rodríguez-Rodríguez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez:
Towards Mixed Mode Biomarkers: Combining Structural and Functional Information by Deep Learning. IWINAC (1) 2022: 95-103 - [c154]Jose Antonio Simón-Rodríguez, Francisco Jesús Martínez-Murcia, Javier Ramírez, Diego Castillo-Barnes, Juan Manuel Górriz:
Modelling the Progression of the Symptoms of Parkinsons Disease Using a Nonlinear Decomposition of 123I FP-CIT SPECT Images. IWINAC (1) 2022: 104-113 - [c153]Wei Wang, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang:
Covid-19 Detection by Wavelet Entropy and Self-adaptive PSO. IWINAC (1) 2022: 125-135 - [c152]Ziquan Zhu, Zeyu Ren, Shui-Hua Wang, Juan Manuel Górriz, Yudong Zhang:
RDNet: ResNet-18 with Dropout for Blood Cell Classification. IWINAC (1) 2022: 136-144 - [c151]Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Mitra Rezaei, Juan Manuel Górriz:
Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models. IWINAC (1) 2022: 145-155 - [c150]Juan Eloy Arco, Andrés Ortiz, Diego Castillo-Barnes, Juan Manuel Górriz, Javier Ramírez:
Quantifying Inter-hemispheric Differences in Parkinson's Disease Using Siamese Networks. IWINAC (1) 2022: 156-165 - [c149]Carmen Jimenez-Mesa, Diego Castillo-Barnes, Juan Eloy Arco, Fermín Segovia, Javier Ramírez, Juan Manuel Górriz:
Analyzing Statistical Inference Maps Using MRI Images for Parkinson's Disease. IWINAC (1) 2022: 166-175 - [c148]Diego Castillo-Barnes, Juan Eloy Arco, Carmen Jimenez-Mesa, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez:
Evaluating Intensity Concentrations During the Spatial Normalization of Functional Images for Parkinson's Disease. IWINAC (1) 2022: 176-186 - [c147]Fermín Segovia, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Jacob Rodriguez-Rivero, F. J. Leiva, C. Gaitan, J. M. Górriz:
Temperature Control and Monitoring System for Electrical Power Transformers Using Thermal Imaging. IWINAC (1) 2022: 573-582 - [i23]J. M. Górriz, Rubén Martín-Clemente, Carlos García Puntonet, Andrés Ortiz, Javier Ramírez, John Suckling:
A hypothesis-driven method based on machine learning for neuroimaging data analysis. CoRR abs/2202.04397 (2022) - [i22]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Abbas Khosravi, Assef Zare, Juan Manuel Górriz, Amir Hossein Chale-Chale, Ali Khadem, U. Rajendra Acharya:
Automatic Diagnosis of Schizophrenia and Attention Deficit Hyperactivity Disorder in rs-fMRI Modality using Convolutional Autoencoder Model and Interval Type-2 Fuzzy Regression. CoRR abs/2205.15858 (2022) - [i21]Parisa Moridian, Navid Ghassemi, Mahboobeh Jafari, Salam Salloum-Asfar, Delaram Sadeghi, Marjane Khodatars, Afshin Shoeibi, Abbas Khosravi, Sai Ho Ling, Abdulhamit Subasi, Sara A. Abdulla, Roohallah Alizadehsani, Juan Manuel Górriz, U. Rajendra Acharya:
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review. CoRR abs/2206.11233 (2022) - [i20]Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny:
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence. CoRR abs/2210.14611 (2022) - [i19]Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Navid Ghassemi, Parisa Moridian, Niloufar Delfan, Roohallah Alizadehsani, Abbas Khosravi, Sai Ho Ling, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, Hamid Alinejad-Rokny, U. Rajendra Acharya:
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review. CoRR abs/2210.14909 (2022) - 2021
- [j114]Yu-Dong Zhang, Zhengchao Dong, Juan Manuel Górriz, Yizhang Jiang, Ming Yang, Shui-Hua Wang:
IEEE Access Special Section Editorial: Emerging Deep Learning Theories and Methods for Biomedical Engineering. IEEE Access 9: 74038-74043 (2021) - [j113]Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya:
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review. Comput. Biol. Medicine 136: 104697 (2021) - [j112]Juan Eloy Arco, Javier Ramírez, Juan Manuel Górriz, María Ruz:
Data fusion based on Searchlight analysis for the prediction of Alzheimer's disease. Expert Syst. Appl. 185: 115549 (2021) - [j111]Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Yu-Dong Zhang, Juan Manuel Górriz:
Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models. Frontiers Neuroinformatics 15: 777977 (2021) - [j110]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz, Ricardo Cruz:
Deep residual transfer learning for automatic diagnosis and grading of diabetic retinopathy. Neurocomputing 452: 424-434 (2021) - [j109]Juan Manuel Górriz, Carmen Jimenez-Mesa, Rafael Romero-Garcia, Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Carlos García Puntonet, David López-García, Manuel Gómez-Río, John Suckling:
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66: 198-212 (2021) - [j108]Shui-Hua Wang, Vishnu Varthanan Govindaraj, Juan Manuel Górriz, Xin Zhang, Yu-Dong Zhang:
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network. Inf. Fusion 67: 208-229 (2021) - [j107]Yudong Zhang, Juan Manuel Górriz, Zhengchao Dong:
Advances in multimodality data fusion in neuroimaging. Inf. Fusion 76: 87-88 (2021) - [j106]Shuihua Wang, M. Emre Celebi, Yu-Dong Zhang, Xiang Yu, Siyuan Lu, Xujing Yao, Qinghua Zhou, Miguel Martinez-Garcia, Yingli Tian, Juan Manuel Górriz, Ivan Tyukin:
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects. Inf. Fusion 76: 376-421 (2021) - [j105]Yu-Dong Zhang, Suresh Chandra Satapathy, David S. Guttery, Juan Manuel Górriz, Shui-Hua Wang:
Improved Breast Cancer Classification Through Combining Graph Convolutional Network and Convolutional Neural Network. Inf. Process. Manag. 58(2): 102439 (2021) - [j104]Yudong Zhang, Juan Manuel Górriz, Zhengchao Dong:
Deep Learning in Medical Image Analysis. J. Imaging 7(4): 74 (2021) - [j103]Ali Akbar Kekha Javan, Mahboobeh Jafari, Afshin Shoeibi, Assef Zare, Marjane Khodatars, Navid Ghassemi, Roohallah Alizadehsani, Juan Manuel Górriz:
Medical Images Encryption Based on Adaptive-Robust Multi-Mode Synchronization of Chen Hyper-Chaotic Systems. Sensors 21(11): 3925 (2021) - [j102]Yu-Dong Zhang, Juan Manuel Górriz, Zhengchao Dong:
Introduction to the Special Issue on Explainable Deep Learning for Medical Image Computing. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 99:1-99:2 (2021) - [j101]Roohallah Alizadehsani, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Juan Manuel Górriz, Sadiq Hussain, Juan Eloy Arco, Zahra Alizadeh Sani, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya:
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data. ACM Trans. Multim. Comput. Commun. Appl. 17(3s): 104:1-104:24 (2021) - [i18]Roohallah Alizadehsani, Danial Sharifrazi, Navid Hosseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Juan Manuel Górriz, Sadiq Hussain, Juan Eloy Arco, Zahra Alizadeh Sani, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam, U. Rajendra Acharya:
Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data. CoRR abs/2102.06388 (2021) - [i17]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz:
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. CoRR abs/2103.02961 (2021) - [i16]Delaram Sadeghi, Afshin Shoeibi, Navid Ghassemi, Parisa Moridian, Ali Khadem, Roohallah Alizadehsani, Mohammad Teshnehlab, Juan Manuel Górriz, Saeid Nahavandi:
An Overview on Artificial Intelligence Techniques for Diagnosis of Schizophrenia Based on Magnetic Resonance Imaging Modalities: Methods, Challenges, and Future Works. CoRR abs/2103.03081 (2021) - [i15]Carmen Jimenez-Mesa, Javier Ramírez, John Suckling, Jonathan Vöglein, Johannes Levin, Juan Manuel Górriz, Alzheimer's Disease Neuroimaging Initiative, Dominantly Inherited Alzheimer Network (DIAN):
Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability. CoRR abs/2103.16685 (2021) - [i14]Fahime Khozeimeh, Danial Sharifrazi, Navid Hosseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Roohallah Alizadehsani, Juan Manuel Górriz, Sadiq Hussain, Zahra Alizadeh Sani, Hossein Moosaei, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam:
CNN AE: Convolution Neural Network combined with Autoencoder approach to detect survival chance of COVID 19 patients. CoRR abs/2104.08954 (2021) - [i13]Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jónathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, Juan Manuel Górriz:
Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning. CoRR abs/2104.11949 (2021) - [i12]Nooshin Ayoobi, Danial Sharifrazi, Roohallah Alizadehsani, Afshin Shoeibi, Juan Manuel Górriz, Hossein Moosaei, Abbas Khosravi, Saeid Nahavandi, Abdoulmohammad Gholamzadeh Chofreh, Feybi Ariani Goni, Jirí Jaromír Klemes, Amir Mosavi:
Time Series Forecasting of New Cases and New Deaths Rate for COVID-19 using Deep Learning Methods. CoRR abs/2104.15007 (2021) - [i11]Afshin Shoeibi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Mitra Rezaei, Roohallah Alizadehsani, Fahime Khozeimeh, Juan Manuel Górriz, Jónathan Heras, Maryam Panahiazar, Saeid Nahavandi, U. Rajendra Acharya:
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review. CoRR abs/2105.04881 (2021) - [i10]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Mahboobeh Jafari, Parisa Moridian, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Assef Zare, Juan Manuel Górriz, Javier Ramírez, Maryam Panahiazar, Abbas Khosravi, Saeid Nahavandi:
Applications of Epileptic Seizures Detection in Neuroimaging Modalities Using Deep Learning Techniques: Methods, Challenges, and Future Works. CoRR abs/2105.14278 (2021) - [i9]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Juan Manuel Górriz:
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images. CoRR abs/2106.14724 (2021) - [i8]Afshin Shoeibi, Delaram Sadeghi, Parisa Moridian, Navid Ghassemi, Jónathan Heras, Roohallah Alizadehsani, Ali Khadem, Yinan Kong, Saeid Nahavandi, Juan Manuel Górriz:
Automatic Diagnosis of Schizophrenia using EEG Signals and CNN-LSTM Models. CoRR abs/2109.01120 (2021) - [i7]Afshin Shoeibi, Navid Ghassemi, Marjane Khodatars, Parisa Moridian, Roohallah Alizadehsani, Assef Zare, Abbas Khosravi, Abdulhamit Subasi, U. Rajendra Acharya, Juan Manuel Górriz:
Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies. CoRR abs/2109.04364 (2021) - [i6]Mohamad Roshanzamir, Roohallah Alizadehsani, Mahdi Roshanzamir, Afshin Shoeibi, Juan Manuel Górriz, Abbas Khosravi, Saeid Nahavandi:
What happens in Face during a facial expression? Using data mining techniques to analyze facial expression motion vectors. CoRR abs/2109.05457 (2021) - 2020
- [j100]Carmen Jimenez-Mesa, Ignacio Álvarez Illán, Alberto Martín-Martín, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, Juan Manuel Górriz:
Optimized One vs One Approach in Multiclass Classification for Early Alzheimer's Disease and Mild Cognitive Impairment Diagnosis. IEEE Access 8: 96981-96993 (2020) - [j99]Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz, James H. Cole, Martin Dyrba:
Editorial: Deep Learning in Aging Neuroscience. Frontiers Neuroinformatics 14: 573974 (2020) - [j98]José Manuel Ferrández, Diego Andina, Juan Manuel Górriz:
Introduction. Int. J. Neural Syst. 30(7): 2002001:1 (2020) - [j97]Matthew Leming, Juan Manuel Górriz, John Suckling:
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks. Int. J. Neural Syst. 30(7): 2050012:1-2050012:16 (2020) - [j96]David López-García, Alberto Sobrado, José M. G. Peñalver, Juan Manuel Górriz, María Ruz:
Multivariate Pattern Analysis Techniques for Electroencephalography Data to Study Flanker Interference Effects. Int. J. Neural Syst. 30(7): 2050024:1-2050024:16 (2020) - [j95]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Pedro Javier Lopez-Abarejo, Miguel Lopez-Zamora, Juan Luis Luque:
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia. Int. J. Neural Syst. 30(7): 2050037:1-2050037:17 (2020) - [j94]Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz García, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz:
Morphological Characterization of Functional Brain Imaging by Isosurface Analysis in Parkinson's Disease. Int. J. Neural Syst. 30(9): 2050044:1-2050044:15 (2020) - [j93]Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - [j92]Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez:
Expectation-Maximization algorithm for finite mixture of α-stable distributions. Neurocomputing 413: 210-216 (2020) - [j91]Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, Pablo Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz:
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. Neurocomputing 417: 1-9 (2020) - [j90]Jacob Rodriguez-Rivero, Javier Ramírez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio Álvarez Illán, Carlos García Puntonet, Carmen Jimenez-Mesa, F. J. Leiva, S. Carillo, John Suckling, Juan Manuel Górriz:
Granger causality-based information fusion applied to electrical measurements from power transformers. Inf. Fusion 57: 59-70 (2020) - [j89]Diego Castillo-Barnes, Li Su, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Andrés Ortiz, Carlos Cruchaga, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN):
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58: 153-167 (2020) - [j88]Yu-Dong Zhang, Zhengchao Dong, Shui-Hua Wang, Xiang Yu, Xujing Yao, Qinghua Zhou, Hua Hu, Min Li, Carmen Jimenez-Mesa, Javier Ramírez, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz:
Advances in multimodal data fusion in neuroimaging: Overview, challenges, and novel orientation. Inf. Fusion 64: 149-187 (2020) - [j87]Abdelhamid Helali, Haythem Ameur, J. M. Górriz, Javier Ramírez, Hassen Maaref:
Hardware implementation of real-time pedestrian detection system. Neural Comput. Appl. 32(16): 12859-12871 (2020) - [j86]José Manuel Ferrández, Emilia I. Barakova, J. M. Górriz:
Neural Computation links Neuroscience: a synergistic approach. Neural Comput. Appl. 32(17): 13173-13174 (2020) - [j85]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes:
Studying the Manifold Structure of Alzheimer's Disease: A Deep Learning Approach Using Convolutional Autoencoders. IEEE J. Biomed. Health Informatics 24(1): 17-26 (2020) - [i5]Matthew Leming, Juan Manuel Górriz, John Suckling:
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks. CoRR abs/2002.07874 (2020) - [i4]Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Juan Manuel Górriz:
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images. CoRR abs/2011.14894 (2020) - [i3]Juan Manuel Górriz, John Suckling:
A connection between the pattern classification problem and the General Linear Model for statistical inference. CoRR abs/2012.08903 (2020)
2010 – 2019
- 2019
- [j84]Andrés Ortiz, Jorge Munilla, Manuel Martínez-Ibañez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Parkinson's Disease Detection Using Isosurfaces-Based Features and Convolutional Neural Networks. Frontiers Neuroinformatics 13: 48 (2019) - [j83]Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz:
Unilateral sensorineural hearing loss identification based on double-density dual-tree complex wavelet transform and multinomial logistic regression. Integr. Comput. Aided Eng. 26(4): 411-426 (2019) - [j82]Andrés Ortiz, Jorge Munilla, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez:
Empirical Functional PCA for 3D Image Feature Extraction Through Fractal Sampling. Int. J. Neural Syst. 29(2): 1850040:1-1850040:22 (2019) - [j81]Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Meng-Chuan Lai, Michael V. Lombardo, Simon Baron-Cohen, John Suckling:
A Machine Learning Approach to Reveal the NeuroPhenotypes of Autisms. Int. J. Neural Syst. 29(7): 1850058:1-1850058:22 (2019) - [j80]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes:
Assisted Diagnosis of Parkinsonism Based on the Striatal Morphology. Int. J. Neural Syst. 29(9): 1950011:1-1950011:13 (2019) - [j79]Andrés Ortiz, Francisco Jesús Martínez-Murcia, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez:
Label aided deep ranking for the automatic diagnosis of Parkinsonian syndromes. Neurocomputing 330: 162-171 (2019) - [j78]Juan Manuel Górriz, Javier Ramírez, MRC AIMS Consortium, John Suckling:
On the computation of distribution-free performance bounds: Application to small sample sizes in neuroimaging. Pattern Recognit. 93: 1-13 (2019) - [c146]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Roberto Cesar Morales-Ortega, Pedro Javier Lopez-Abarejo, Juan Luis Luque, Diego Castillo-Barnes, Fermín Segovia, Ignacio A. Illán, Julio Ortega, Javier Ramírez, Juan Manuel Górriz:
Periodogram Connectivity of EEG Signals for the Detection of Dyslexia. IWINAC (1) 2019: 350-359 - [c145]Manuel Martínez-Ibañez, Andrés Ortiz, Jorge Munilla, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez:
Isosurface Modelling of DatSCAN Images for Parkinson Disease Diagnosis. IWINAC (1) 2019: 360-368 - [c144]Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez:
Comparison Between Affine and Non-affine Transformations Applied to I ^[123] [ 123 ] -FP-CIT SPECT Images Used for Parkinson's Disease Diagnosis. IWINAC (1) 2019: 379-388 - [c143]David López-García, Alberto Sobrado, J. M. González-Peñalver, Juan Manuel Górriz, María Ruz:
Multivariate Pattern Analysis of Electroencephalography Data in a Demand-Selection Task. IWINAC (1) 2019: 403-411 - [c142]Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Fermín Segovia, Diego Salas-González:
Support Vector Machine Failure in Imbalanced Datasets. IWINAC (1) 2019: 412-419 - [i2]Juan Manuel Górriz, et al.:
Statistical Agnostic Mapping: a Framework in Neuroimaging based on Concentration Inequalities. CoRR abs/1912.12274 (2019) - 2018
- [j77]Diego Castillo-Barnes, Javier Ramírez, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Juan Manuel Górriz:
Robust Ensemble Classification Methodology for I123-Ioflupane SPECT Images and Multiple Heterogeneous Biomarkers in the Diagnosis of Parkinson's Disease. Frontiers Neuroinformatics 12: 53 (2018) - [j76]Fermín Segovia, J. M. Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Marcelo García-Pérez:
Using deep neural networks along with dimensionality reduction techniques to assist the diagnosis of neurodegenerative disorders. Log. J. IGPL 26(6): 618-628 (2018) - [j75]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez Perez de Inestrosa, Andrés Ortiz:
Convolutional Neural Networks for Neuroimaging in Parkinson's Disease: Is Preprocessing Needed? Int. J. Neural Syst. 28(10): 1850035:1-1850035:18 (2018) - [c141]Ignacio A. Illán, J. Perez Matos, Javier Ramírez, Juan Manuel Górriz, Simon Y. Foo, Anke Meyer-Baese:
3D Gabor Filters for Chest Segmentation in DCE-MRI. HAIS 2018: 446-454 - [c140]Ignacio A. Illán, Javier Ramírez, J. M. Górriz, Katja Pinker-Domenig, Anke Meyer-Baese:
Reproducible Evaluation of Registration Algorithms for Movement Correction in Dynamic Contrast Enhancing Magnetic Resonance Imaging for Breast Cancer Diagnosis. RAMBO+BIA+TIA@MICCAI 2018: 124-131 - [c139]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río:
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI 2018: 1-4 - [c138]Andrés Ortiz, Javier Ramírez, Ricardo Cruz-Arándiga, María J. García-Tarifa, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz:
Retinal Blood Vessel Segmentation by Multi-channel Deep Convolutional Autoencoder. SOCO-CISIS-ICEUTE 2018: 37-46 - [c137]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Fermín Segovia:
Deep Convolutional Autoencoders vs PCA in a Highly-Unbalanced Parkinson's Disease Dataset: A DaTSCAN Study. SOCO-CISIS-ICEUTE 2018: 47-56 - [c136]Diego Castillo-Barnes, Fermín Segovia, Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, Javier Ramírez, Juan Manuel Górriz:
Classification Improvement for Parkinson's Disease Diagnosis Using the Gradient Magnitude in DaTSCAN SPECT Images. SOCO-CISIS-ICEUTE 2018: 100-109 - [c135]Ignacio A. Illán, Javier Ramírez, J. M. Górriz, Katja Pinker-Domenig, Anke Meyer-Baese:
Case-Based Support Vector Optimization for Medical-Imaging Imbalanced Datasets. SOCO-CISIS-ICEUTE 2018: 221-229 - [i1]Ignacio Álvarez Illán, Javier Ramírez, Juan Manuel Górriz, Katja Pinker-Domenig, Anke Meyer-Baese:
Automated non-mass enhancing lesion detection and segmentation in breast DCE-MRI. CoRR abs/1803.04200 (2018) - 2017
- [j74]Juan Manuel Górriz, Javier Ramírez, John Suckling, Ignacio Álvarez Illán, Andrés Ortiz García, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Shuihua Wang:
Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM. IEEE Access 5: 11468-11478 (2017) - [j73]Victor de Lafuente, Juan Manuel Górriz, Javier Ramírez, Eduardo Gonzalez:
P300 brainwave extraction from EEG signals: An unsupervised approach. Expert Syst. Appl. 74: 1-10 (2017) - [j72]Juan Manuel Górriz, Javier Ramírez, John Suckling, Francisco Jesús Martínez-Murcia, Ignacio Álvarez, Fermín Segovia, Andrés Ortiz, Diego Salas-Gonzalez, Diego Castillo-Barnes, Carlos García Puntonet:
A semi-supervised learning approach for model selection based on class-hypothesis testing. Expert Syst. Appl. 90: 40-49 (2017) - [j71]Jorge Munilla, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Alzheimer's Disease Neuroimaging Initiative:
Construction and Analysis of Weighted Brain Networks from SICE for the Study of Alzheimer's Disease. Frontiers Neuroinformatics 11: 19 (2017) - [j70]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Johannes Levin, Madeleine Schuberth, Matthias Brendel, Axel Rominger, Kai Bötzel, Gaëtan Garraux, Christophe Phillips:
Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism. Frontiers Neuroinformatics 11: 23 (2017) - [j69]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Fermín Segovia, Diego Castillo-Barnes, Diego Salas-Gonzalez:
Functional Brain Imaging Synthesis Based on Image Decomposition and Kernel Modeling: Application to Neurodegenerative Diseases. Frontiers Neuroinformatics 11: 65 (2017) - [j68]Diego Castillo-Barnes, Ignacio Peis, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI. Frontiers Neuroinformatics 11: 66 (2017) - [j67]Laila Khedher, Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Abdelbasset Brahim, Anke Meyer-Baese:
Independent Component Analysis-Support Vector Machine-Based Computer-Aided Diagnosis System for Alzheimer's with Visual Support. Int. J. Neural Syst. 27(3): 1650050:1-1650050:18 (2017) - [c134]Abdelbasset Brahim, Laila Khedher, Juan Manuel Górriz, Javier Ramírez, Hechmi Toumi, Eric Lespessailles, Rachid Jennane, Mohammed El Hassouni:
A proposed computer-aided diagnosis system for Parkinson's disease classification using 123I-FP-CIT imaging. ATSIP 2017: 1-6 - [c133]Shuihua Wang, Yudong Zhang, Ming Yang, Bin Liu, Javier Ramírez, Juan Manuel Górriz:
Preliminary Study on Unilateral Sensorineural Hearing Loss Identification via Dual-Tree Complex Wavelet Transform and Multinomial Logistic Regression. IWINAC (1) 2017: 289-297 - [c132]Diego Castillo-Barnes, Carlos Arenas, Fermín Segovia, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
On a Heavy-Tailed Intensity Normalization of the Parkinson's Progression Markers Initiative Brain Database. IWINAC (1) 2017: 298-304 - [c131]Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Diego Salas-González, Andrés Ortiz:
Case-Based Statistical Learning: A Non Parametric Implementation Applied to SPECT Images. IWINAC (1) 2017: 305-313 - [c130]Andrés Ortiz, Francisco Lozano, Alberto Peinado, María J. García-Tarifa, J. M. Górriz, Javier Ramírez:
PET Image Classification Using HHT-Based Features Through Fractal Sampling. IWINAC (1) 2017: 314-323 - [c129]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán:
A 3D Convolutional Neural Network Approach for the Diagnosis of Parkinson's Disease. IWINAC (1) 2017: 324-333 - [c128]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz, Diego Salas-Gonzalez:
Automatic Separation of Parkinsonian Patients and Control Subjects Based on the Striatal Morphology. IWINAC (1) 2017: 345-352 - [c127]Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez, Andrés Ortiz:
Case-based statistical learning applied to SPECT image classification. Computer-Aided Diagnosis 2017: 101342D - [c126]Fermín Segovia, Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia:
Analysis of 18F-DMFP-PET data using Hidden Markov Random Field and the Gaussian distribution to assist the diagnosis of Parkinsonism. Computer-Aided Diagnosis 2017: 101342B - [c125]Andrés Ortiz, Jorge Munilla, Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez:
Learning Longitudinal MRI Patterns by SICE and Deep Learning: Assessing the Alzheimer's Disease Progression. MIUA 2017: 413-424 - [c124]Juan Manuel Górriz, Javier Ramírez, M. Moreno-Caballero, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Ignacio A. Illán, Fermín Segovia, Diego Salas-Gonzalez, Manuel Gómez-Río:
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. MIUA 2017: 459-469 - [c123]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Diego Salas-Gonzalez, Diego Castillo-Barnes, Ignacio A. Illán, Andrés Ortiz:
Evaluating Alzheimer's Disease Diagnosis Using Texture Analysis. MIUA 2017: 470-481 - 2016
- [j66]Alberto Olivares, J. M. Górriz, Javier Ramírez, Gonzalo Olivares:
Using frequency analysis to improve the precision of human body posture algorithms based on Kalman filters. Comput. Biol. Medicine 72: 229-238 (2016) - [j65]Shuihua Wang, Ming Yang, Sidan Du, Jiquan Yang, Bin Liu, Juan Manuel Górriz, Javier Ramírez, Ti-Fei Yuan, Yudong Zhang:
Wavelet Entropy and Directed Acyclic Graph Support Vector Machine for Detection of Patients with Unilateral Hearing Loss in MRI Scanning. Frontiers Comput. Neurosci. 10: 106 (2016) - [j64]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz:
A Structural Parametrization of the Brain Using Hidden Markov Models-Based Paths in Alzheimer's Disease. Int. J. Neural Syst. 26(7): 1650024:1-1650024:15 (2016) - [j63]Andrés Ortiz, Jorge Munilla, Juan Manuel Górriz, Javier Ramírez:
Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer's Disease. Int. J. Neural Syst. 26(7): 1650025:1-1650025:23 (2016) - [c122]Juan Eloy Arco, Javier Ramírez, Carlos García Puntonet, Juan Manuel Górriz, María Ruz:
Improving short-term prediction from MCI to AD by applying searchlight analysis. ISBI 2016: 10-13 - [c121]Javier Ramírez, Juan Manuel Górriz, Francisco Jesús Martínez-Murcia, Fermín Segovia, Diego Salas-Gonzalez:
Magnetic resonance image classification using nonnegative matrix factorization and ensemble tree learning techniques. MMSP 2016: 1-5 - [c120]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Multiclass classification of 18F-DMFP-PET data to assist the diagnosis of parkinsonism. PRNI 2016: 1-4 - [c119]Fermín Segovia, Marcelo García-Pérez, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia:
Assisting the Diagnosis of Neurodegenerative Disorders Using Principal Component Analysis and TensorFlow. SOCO-CISIS-ICEUTE 2016: 43-52 - 2015
- [j62]Abdelbasset Brahim, J. M. Górriz, Javier Ramírez, Laila Khedher:
Intensity normalization of DaTSCAN SPECT imaging using a model-based clustering approach. Appl. Soft Comput. 37: 234-244 (2015) - [j61]Juan Eloy Arco, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Carlos García Puntonet:
Digital image analysis for automatic enumeration of malaria parasites using morphological operations. Expert Syst. Appl. 42(6): 3041-3047 (2015) - [j60]Andrés Ortiz, Jorge Munilla, Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez:
Exploratory graphical models of functional and structural connectivity patterns for Alzheimer's Disease diagnosis. Frontiers Comput. Neurosci. 9: 132 (2015) - [j59]Fermín Segovia, Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Axel Rominger, Johannes Levin:
Distinguishing Parkinson's disease from atypical parkinsonian syndromes using PET data and a computer system based on support vector machines and Bayesian networks. Frontiers Comput. Neurosci. 9: 137 (2015) - [j58]Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez Illán:
Intensity normalization in the analysis of functional DaTSCAN SPECT images: The α-stable distribution-based normalization method vs other approaches. Neurocomputing 150: 4-15 (2015) - [j57]Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim, Fermín Segovia:
Early diagnosis of Alzheimer's disease based on partial least squares, principal component analysis and support vector machine using segmented MRI images. Neurocomputing 151: 139-150 (2015) - [j56]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang:
Building a FP-CIT SPECT Brain Template Using a Posterization Approach. Neuroinformatics 13(4): 391-402 (2015) - [c118]Diego Salas-Gonzalez, Oliver Horeth, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez:
Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution. IWBBIO (1) 2015: 216-221 - [c117]Andrés Ortiz, Miguel Moreno-Estévez, Juan Manuel Górriz, Javier Ramírez, María J. García-Tarifa, Jorge Munilla, Nuria Haba:
Automated Diagnosis of Alzheimer's Disease by Integrating Genetic Biomarkers and Tissue Density Information. IWINAC (1) 2015: 1-8 - [c116]Francisco Jesús Martínez-Murcia, Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, I. Álvarez Illán:
A Volumetric Radial LBP Projection of MRI Brain Images for the Diagnosis of Alzheimer's Disease. IWINAC (1) 2015: 19-28 - [c115]Abdelbasset Brahim, Juan Manuel Górriz, Javier Ramírez, Laila Khedher:
Intensity Normalization of 123 I-ioflupane-SPECT Brain Images Using a Model-Based Multivariate Linear Regression Approach. IWINAC (1) 2015: 68-77 - [c114]Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim, I. Álvarez Illán:
Independent Component Analysis-Based Classification of Alzheimer's Disease from Segmented MRI Data. IWINAC (1) 2015: 78-87 - [c113]Diego Salas-Gonzalez, Elmar Wolfgang Lang, Juan Manuel Górriz, Javier Ramírez:
A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images. VISAPP (3) 2015: 88-92 - 2014
- [j55]A. Neubauer, Ana Maria Tomé, Andreas Kodewitz, J. M. Górriz, Carlos García Puntonet, Elmar Wolfgang Lang:
Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images. Adv. Data Sci. Adapt. Anal. 6(1) (2014) - [j54]Anke Meyer-Baese, Claudia Plant, Juan Manuel Górriz Sáez:
Advanced Computer Vision Approaches in Biomedical Image Analysis. Comput. Math. Methods Medicine 2014: 347265:1-347265:2 (2014) - [j53]Fermín Segovia, Rosemary Holt, Michael D. Spencer, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Christophe Phillips, Lindsay Chura, Simon Baron-Cohen, John Suckling:
Identifying endophenotypes of autism: a multivariate approach. Frontiers Comput. Neurosci. 8: 60 (2014) - [j52]Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Anke Meyer-Baese:
Spatial component analysis of MRI data for Alzheimer's disease diagnosis: a Bayesian network approach. Frontiers Comput. Neurosci. 8: 156 (2014) - [j51]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Andrés Ortiz:
Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging. Neurocomputing 126: 58-70 (2014) - [j50]Andrés Ortiz, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Improving MR brain image segmentation using self-organising maps and entropy-gradient clustering. Inf. Sci. 262: 117-136 (2014) - [c112]Juan Manuel Górriz, Javier Ramírez, Alberto Olivares, I. A. Ilian, Diego Salas-Gonzalez, Carlos García Puntonet, Pablo Padilla:
A simplified QRS decision stage based on the DFT coefficients. EUSIPCO 2014: 1522-1526 - [c111]Abdelbasset Brahim, Javier Ramírez, Juan Manuel Górriz, Laila Khedher:
Applications of Gaussian mixture models and mean squared error within DatSCAN SPECT imaging. ICIP 2014: 3617-3621 - [c110]Andrés Ortiz, Daniel Fajardo, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia:
Multimodal image data fusion for Alzheimer's Disease diagnosis by sparse representation. InMed 2014: 11-18 - [c109]Pablo Padilla, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Ignacio Álvarez Illán:
Statistical Significance in the Selection of the Regions of Interest for Parkinson Brain Image Processing. InMed 2014: 19-26 - [c108]Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, Gonzalo Olivares:
Gated Sensor Fusion: A way to Improve the Precision of Ambulatory Human Body Motion Estimation. InMed 2014: 37-46 - [c107]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio A. Illán, Pablo Padilla, Francisco Jesús Martínez-Murcia, Elmar Wolfgang Lang:
Affine registration of [123I]FP-CIT SPECT brain images. InMed 2014: 65-73 - [c106]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Fermín Segovia:
Projecting MRI brain images for the detection of Alzheimer's Disease. InMed 2014: 225-233 - [c105]Abdelbasset Brahim, Juan Manuel Górriz, Javier Ramírez, Laila Khedher:
Linear intensity normalization of DaTSCAN images using Mean Square Error and a model-based clustering approach. InMed 2014: 251-260 - [c104]Laila Khedher, Javier Ramírez, Juan Manuel Górriz, Abdelbasset Brahim:
Automatic classification of segmented MRI data combining Independent Component Analysis and Support Vector Machines. InMed 2014: 271-279 - [c103]Fermín Segovia, Ignacio Álvarez Illán, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Christophe Phillips, Carlos García Puntonet, Javier Ramírez Perez de Inestrosa, Juan Manuel Górriz Sáez:
PETRA: Multivariate analyses for neuroimaging data. IWBBIO 2014: 1302-1312 - [c102]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang:
Why Using the Alpha-stable Distribution in Neuroimage?. SIGMAP 2014: 297-301 - 2013
- [j49]Andrés Ortiz, Juan Manuel Górriz Sáez, Javier Ramírez, Diego Salas-Gonzalez:
Erratum to "Unsupervised Neural Techniques Applied to MR Brain Image Segmentation". Adv. Artif. Neural Syst. 2013: 187074:1 (2013) - [j48]Andrés Ortiz, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, José M. Llamas-Elvira:
Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies. Appl. Soft Comput. 13(5): 2668-2682 (2013) - [j47]Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Matthias Schloegl, Elmar Wolfgang Lang, Andrés Ortiz:
Parameterization of the distribution of white and grey matter in MRI using the αα-stable distribution. Comput. Biol. Medicine 43(5): 559-567 (2013) - [j46]Andrés Ortiz, Antonio Andrés Palacio Soler, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors. Comput. Math. Methods Medicine 2013: 638563:1-638563:12 (2013) - [j45]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Pablo Padilla, Ignacio Álvarez Illán:
Improving the Convergence Rate in Affine Registration of PET and SPECT Brain Images Using Histogram Equalization. Comput. Math. Methods Medicine 2013: 760903:1-760903:8 (2013) - [j44]Francisco Jesús Martínez-Murcia, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Álvarez Illán:
Functional activity maps based on significance measures and Independent Component Analysis. Comput. Methods Programs Biomed. 111(1): 255-268 (2013) - [j43]M. M. López, J. M. Górriz, Javier Ramírez, Manuel Gómez-Río, J. Verdejo, Jorge Vas:
Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images. Expert Syst. Appl. 40(1): 44-51 (2013) - [j42]Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez:
Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine. Expert Syst. Appl. 40(2): 677-683 (2013) - [j41]Rosa Chaves, Javier Ramírez, J. M. Górriz:
Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis. Expert Syst. Appl. 40(5): 1571-1578 (2013) - [j40]A. Rojas, J. M. Górriz, Javier Ramírez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Manuel Gómez-Río, M. Moreno-Caballero:
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease. Expert Syst. Appl. 40(7): 2756-2766 (2013) - [j39]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Improving MRI segmentation with probabilistic GHSOM and multiobjective optimization. Neurocomputing 114: 118-131 (2013) - [j38]Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Alejandro Romero, Míriam López, Ignacio Álvarez, Manuel Gómez-Río:
Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features. Inf. Sci. 237: 59-72 (2013) - [j37]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez Illán, Elmar Wolfgang Lang:
Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution. NeuroImage 65: 449-455 (2013) - [j36]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia:
LVQ-SVM based CAD tool applied to structural MRI for the diagnosis of the Alzheimer's disease. Pattern Recognit. Lett. 34(14): 1725-1733 (2013) - [j35]Alberto Olivares, Gonzalo Ruiz-García, Gonzalo Olivares, Juan Manuel Górriz, Javier Ramírez:
Automatic Determination of Validity of Input Data Used in Ellipsoid Fitting MARG Calibration Algorithms. Sensors 13(9): 11797-11817 (2013) - [c101]Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez:
Early Computer Aided Diagnosis of Parkinson's Disease Based on Nearest Neighbor Strategy and striatum Activation Threshold. IWINAC (2) 2013: 258-265 - [c100]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, I. Álvarez Illán, Carlos García Puntonet:
Texture Features Based Detection of Parkinson's Disease on DaTSCAN Images. IWINAC (2) 2013: 266-277 - [c99]Andrés Ortiz García, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Automatic ROI Selection Using SOM Modelling in Structural Brain MRI. IWINAC (2) 2013: 278-285 - [c98]Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Fermín Segovia, Carlos García Puntonet:
Automatic Orientation of Functional Brain Images for Multiplataform Software. IWINAC (1) 2013: 406-411 - [c97]Fermín Segovia, Christine Bastin, Eric Salmon, Juan Manuel Górriz, Javier Ramírez, Christophe Phillips:
Automatic Differentiation between Alzheimer's Disease and Mild Cognitive Impairment Combining PET Data and Psychological Scores. PRNI 2013: 144-147 - 2012
- [j34]Anke Meyer-Baese, Sylvain Lespinats, Juan Manuel Górriz Sáez, Olivier Bastien:
Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine. Adv. Artif. Neural Syst. 2012: 219860:1-219860:2 (2012) - [j33]Andrés Ortiz, Juan Manuel Górriz Sáez, Javier Ramírez, Diego Salas-Gonzalez:
Unsupervised Neural Techniques Applied to MR Brain Image Segmentation. Adv. Artif. Neural Syst. 2012: 457590:1-457590:7 (2012) - [j32]Ignacio Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Diego Salas-Gonzalez, Carlos García Puntonet:
Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging. Artif. Intell. Medicine 56(3): 191-198 (2012) - [j31]Elmar Wolfgang Lang, Ana Maria Tomé, Ingo R. Keck, Juan Manuel Górriz Sáez, Carlos García Puntonet:
Brain Connectivity Analysis: A Short Survey. Comput. Intell. Neurosci. 2012: 412512:1-412512:21 (2012) - [j30]Francisco Jesús Martínez-Murcia, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Diego Salas-Gonzalez:
Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test. Expert Syst. Appl. 39(10): 9676-9685 (2012) - [j29]Rosa Chaves, Javier Ramírez, J. M. Górriz, Carlos García Puntonet:
Association rule-based feature selection method for Alzheimer's disease diagnosis. Expert Syst. Appl. 39(14): 11766-11774 (2012) - [j28]A. Gallix, J. M. Górriz, Javier Ramírez, I. Álvarez Illán, Elmar Wolfgang Lang:
On the empirical mode decomposition applied to the analysis of brain SPECT images. Expert Syst. Appl. 39(18): 13451-13461 (2012) - [j27]Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez, Míriam López, Rosa Chaves:
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database. Neurocomputing 75(1): 64-71 (2012) - [j26]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez Illán, Manuel Gómez-Río, Cristobal Carnero:
Effective diagnosis of Alzheimer's disease by means of large margin-based methodology. BMC Medical Informatics Decis. Mak. 12: 79 (2012) - [j25]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán:
Functional brain image classification using association rules defined over discriminant regions. Pattern Recognit. Lett. 33(12): 1666-1672 (2012) - [j24]Alberto Olivares, Javier Ramírez, Juan Manuel Górriz, Gonzalo Olivares, Miguel Damas:
Detection of (In)activity Periods in Human Body Motion Using Inertial Sensors: A Comparative Study. Sensors 12(5): 5791-5814 (2012) - [j23]Pablo Padilla, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, I. Álvarez Illán:
NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease. IEEE Trans. Medical Imaging 31(2): 207-216 (2012) - [c96]Eleonora Grosso, Míriam López, Christian Salvatore, Francesca Gallivanone, Giuseppe Di Grigoli, Silvia Valtorta, Rosa Maria Moresco, Maria Carla Gilardi, Javier Ramírez, Juan Manuel Górriz, Isabella Castiglioni:
A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for 18F-FDG PET preclinical studies. EMBC 2012: 6255-6258 - [c95]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Fermín Segovia:
Effective voxel selection method over FDG-PET database based on Association Rules. KES 2012: 2210-2219 - [c94]A. Gallix, J. M. Górriz, Javier Ramírez, I. Álvarez Illán, Elmar Wolfgang Lang:
SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition. KES 2012: 2220-2231 - [c93]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
Optimized segmentation of Brain MRI using GHSOM and evolutive computing. KES 2012: 2232-2240 - [c92]Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, I. Álvarez Illán:
Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. KES 2012: 2241-2250 - 2011
- [j22]J. M. Górriz, Fermín Segovia, Javier Ramírez, A. Lassl, Diego Salas-Gonzalez:
GMM based SPECT image classification for the diagnosis of Alzheimer's disease. Appl. Soft Comput. 11(2): 2313-2325 (2011) - [j21]I. Álvarez Illán, J. M. Górriz, M. M. López, Javier Ramírez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Carlos García Puntonet:
Computer aided diagnosis of Alzheimer's disease using component based SVM. Appl. Soft Comput. 11(2): 2376-2382 (2011) - [j20]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet:
Two approaches to selecting set of voxels for the diagnosis of Alzheimerʼs disease using brain SPECT images. Digit. Signal Process. 21(6): 746-755 (2011) - [j19]Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río:
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. Neurocomputing 74(8): 1260-1271 (2011) - [j18]I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, M. M. López, Fermín Segovia, Rosa Chaves, Manuel Gómez-Río, Carlos García Puntonet:
18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. Inf. Sci. 181(4): 903-916 (2011) - [j17]Alberto Olivares, Gonzalo Olivares, F. Mula, J. M. Górriz, Javier Ramírez:
Wagyromag: Wireless sensor network for monitoring and processing human body movement in healthcare applications. J. Syst. Archit. 57(10): 905-915 (2011) - [c91]Diego Salas-Gonzalez, Matthias Schlögl, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang:
Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution. HAIS (1) 2011: 99-106 - [c90]Míriam López, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Rosa Chaves, Manuel Gómez-Río:
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients. HAIS (1) 2011: 132-139 - [c89]Rosa Chaves, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Míriam López, I. Álvarez Illán, Fermín Segovia, Alberto Olivares:
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning. HAIS (1) 2011: 148-155 - [c88]Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Manuel Gómez-Río:
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. IWINAC (2) 2011: 41-48 - [c87]Andrés Ortiz, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez:
MRI Brain Image Segmentation with Supervised SOM and Probability-Based Clustering Method. IWINAC (2) 2011: 49-58 - [c86]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán, Fermín Segovia, Alberto Olivares:
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest. IWINAC (2) 2011: 59-67 - [c85]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Míriam López:
Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis. IWINAC (2) 2011: 68-76 - [c84]Angela Zeiler, Rupert Faltermeier, Alexander Brawanski, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz, Elmar Wolfgang Lang:
Brain Status Data Analysis by Sliding EMD. IWINAC (2) 2011: 77-86 - [c83]Míriam López, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Manuel Gómez-Río:
A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images. IWINAC (2) 2011: 87-95 - 2010
- [j16]I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia, Pablo Padilla, Carlos García Puntonet:
Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease. Pattern Recognit. Lett. 31(11): 1342-1347 (2010) - [j15]J. M. Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet, Ignacio Turias:
Improved likelihood ratio test based voice activity detector applied to speech recognition. Speech Commun. 52(7-8): 664-677 (2010) - [c82]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Rosa Chaves, Míriam López, I. Álvarez Illán, Pablo Padilla:
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease. HAIS (1) 2010: 446-451 - [c81]Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, I. Álvarez Illán, Fermín Segovia, Pablo Padilla:
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules. HAIS (1) 2010: 452-459 - [c80]Andreas Kodewitz, Ingo R. Keck, Ana Maria Tomé, Juan Manuel Górriz, Elmar Wolfgang Lang:
Exploratory Matrix Factorization for PET Image Analysis. HAIS (1) 2010: 460-467 - [c79]Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Rosa Chaves, Fermín Segovia, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López:
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease. HAIS (1) 2010: 468-475 - [c78]Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla, Carlos García Puntonet:
Partial Least Squares for Feature Extraction of SPECT Images. HAIS (1) 2010: 476-483 - [c77]Alberto Olivares, Juan Manuel Górriz, Javier Ramírez, Gonzalo Olivares:
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities. HAIS (1) 2010: 484-491 - [c76]I. Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Pablo Padilla, Rosa Chaves, Fermín Segovia, Carlos García Puntonet:
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. HAIS (1) 2010: 516-523 - [c75]Alberto Olivares, J. M. Górriz, Javier Ramírez, Gonzalo Olivares:
Accurate Human Limb Angle Measurement in Telerehabilitation: Sensor Fusion through Kalman, LMS and RLS Adaptive Filtering. ISAmI 2010: 97-104 - [c74]Javier Ramírez, Juan Manuel Górriz, Fermín Segovia, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla:
Early Alzheimer's disease diagnosis using partial least squares and random forests. ISBI 2010: 81-84
2000 – 2009
- 2009
- [j14]Juan Manuel Górriz, Javier Ramírez, Sergio Antonio Cruces-Alvarez, Carlos García Puntonet, Elmar Wolfgang Lang, Deniz Erdogmus:
A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. IEEE Signal Process. Lett. 16(1): 34-37 (2009) - [c73]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Manuel Gómez-Río:
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images. ICIP 2009: 837-840 - [c72]Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Carlos García Puntonet:
Computer Aided Diagnosis of Alzheimer's Disease Using Principal Component Analysis and Bayesian Classifiers. ISNN (4) 2009: 213-221 - [c71]Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia:
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification. ISNN (2) 2009: 337-344 - [c70]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Carlos García Puntonet:
Selecting Regions of Interest for the Diagnosis of Alzheimer Using Brain SPECT Images. ISNN (3) 2009: 399-406 - [c69]Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Carlos García Puntonet, Fermín Segovia:
Independent Component Analysis of SPECT Images to Assist the Alzheimer's Disease Diagnosis. ISNN (4) 2009: 411-419 - [c68]Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia:
SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease. IWANN (1) 2009: 941-948 - [c67]Míriam López, Javier Ramírez, J. M. Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Carlos García Puntonet:
Automatic System for Alzheimer's Disease Diagnosis Using Eigenbrains and Bayesian Classification Rules. IWANN (1) 2009: 949-956 - [c66]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
Selecting Regions of Interest for the Diagnosis of Alzheimer's Disease in Brain SPECT Images Using Welch's t-Test. IWANN (1) 2009: 965-972 - [c65]Ignacio Álvarez, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia, Carlos García Puntonet, Beatriz Prieto:
Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines. IWANN (1) 2009: 973-980 - [c64]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
Analysis of Brain SPECT Images for the Diagnosis of Alzheimer Disease Using First and Second Order Moments. IWINAC (2) 2009: 124-133 - [c63]Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Manuel Gómez-Río:
Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA. IWINAC (2) 2009: 142-149 - [c62]Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Míriam López, Diego Salas-Gonzalez, Fermín Segovia:
Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis. IWINAC (2) 2009: 150-157 - [c61]Juan Manuel Górriz, Javier Ramírez, A. Lassl, Ignacio Álvarez, Fermín Segovia, Diego Salas-Gonzalez, Míriam López:
Classification of SPECT Images Using Clustering Techniques Revisited. IWINAC (2) 2009: 168-178 - 2008
- [j13]Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz:
Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing 71(10-12): 2356-2376 (2008) - [j12]Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet:
Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection. IEEE Trans. Speech Audio Process. 16(8): 1565-1578 (2008) - [c60]Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Sergio Antonio Cruces-Alvarez, Deniz Erdogmus, Elmar Wolfgang Lang:
A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. EUSIPCO 2008: 1-5 - [c59]Javier Ramírez, Juan Manuel Górriz, Manuel Gómez-Río, Alejandro Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang:
Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. ICCS (1) 2008: 741-748 - [c58]Ignacio Álvarez, Míriam López, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Carlos García Puntonet, Fermín Segovia:
Automatic Classification System for the Diagnosis of Alzheimer Disease Using Component-Based SVM Aggregations. ICONIP (2) 2008: 402-409 - [c57]Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
Early Detection of the Alzheimer Disease Combining Feature Selection and Kernel Machines. ICONIP (2) 2008: 410-417 - [c56]Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Míriam López, Ignacio Álvarez, Fermín Segovia, Carlos García Puntonet:
Computer Aided Diagnosis of Alzheimer Disease Using Support Vector Machines and Classification Trees. ICONIP (2) 2008: 418-425 - 2007
- [j11]Javier Ramírez, José C. Segura, Juan Manuel Górriz, Luz García:
Improved Voice Activity Detection Using Contextual Multiple Hypothesis Testing for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 15(8): 2177-2189 (2007) - [c55]Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Juan Manuel Górriz, J. Pérez de Inestroaa, Rubén Martín-Clemente:
Noisy image processing using the independent component analysis algorithm AMUSE. ANNIIP 2007: 83-90 - [c54]Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Juan Manuel Górriz Sáez, Carlos García Puntonet:
Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. ICA 2007: 649-656 - [c53]Juan José González de la Rosa, Antonio Moreno-Muñoz, Isidro Lloret Galiana, Carlos García Puntonet, Juan Manuel Górriz:
Power Transients Characterization and Classification Using Higher-Order Cumulants and Competitive Layers. ICANNGA (1) 2007: 782-789 - [c52]Javier Ramírez, José C. Segura, Juan Manuel Górriz:
Revised Contextual LRT for Voice Activity Detection. ICASSP (4) 2007: 801-804 - [c51]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
An Efficient VAD Based on a Hang-Over Scheme and a Likelihood Ratio Test. IWANN 2007: 31-38 - [c50]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
Improved Likelihood Ratio Test Detector Using a Jointly Gaussian Probability Distribution Function. IWINAC (2) 2007: 37-44 - [c49]Oscar Pernía, Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Ignacio Turias:
An Efficient VAD Based on a Generalized Gaussian PDF. NOLISP 2007: 246-254 - [c48]Juan José González de la Rosa, África Luque, Carlos García Puntonet, Juan Manuel Górriz, Antonio Moreno-Muñoz:
Higher-order Statistics Interpretation. Application to Power-Quality Characterization. SIGMAP 2007: 72-78 - 2006
- [j10]Susana Hornillo-Mellado, Rubén Martín-Clemente, Carlos García Puntonet, José I. Acha, Juan Manuel Górriz Sáez:
Maximization of statistical moments for blind separation of sources revisited. Neurocomputing 69(13-15): 1425-1434 (2006) - [j9]J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, Susana Hornillo-Mellado, Elmar Wolfgang Lang:
Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69(13-15): 1442-1457 (2006) - [j8]Peter Gruber, Kurt Stadlthanner, Matthias Böhm, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Ana R. Teixeira, Carlos García Puntonet, Juan Manuel Górriz Sáez:
Denoising using local projective subspace methods. Neurocomputing 69(13-15): 1485-1501 (2006) - [j7]Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet:
Hard C-means clustering for voice activity detection. Speech Commun. 48(12): 1638-1649 (2006) - [j6]Javier Ramírez, Juan Manuel Górriz, José C. Segura, Carlos García Puntonet, Antonio J. Rubio:
Speech/non-speech discrimination based on contextual information integrated bispectrum LRT. IEEE Signal Process. Lett. 13(8): 497-500 (2006) - [j5]Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, José C. Segura:
Generalized LRT-Based Voice Activity Detector. IEEE Signal Process. Lett. 13(10): 636-639 (2006) - [c47]Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz Sáez:
On the Performance of a HOS-Based ICA Algorithm in BSS of Acoustic Emission Signals. ICA 2006: 400-405 - [c46]Juan José González de la Rosa, Carlos García Puntonet, Rosa Piotrkowski, Isidro Lloret Galiana, Juan Manuel Górriz:
Two ICA Algorithms Applied to BSS in Non-destructive Vibratory Tests. ICANN (2) 2006: 221-229 - [c45]Juan Manuel Górriz, Javier Ramírez, José C. Segura, Carlos García Puntonet, Luz García:
Effective Speech/Pause Discrimination Using an Integrated Bispectrum Likelihood Ratio Test. ICASSP (1) 2006: 801-804 - [c44]Javier Ramírez, José C. Segura, Juan Manuel Górriz, M. Carmen Benítez, Antonio J. Rubio:
Gaialab: A Weblab Project for Digital Communications Distributed Learning. ICASSP (2) 2006: 981-984 - [c43]Rafael Culebras, Javier Ramírez, Juan Manuel Górriz:
Effective Speech/Pause Discrimination Combining Noise Suppression and Fuzzy Logic Rules. ICASSP (1) 2006: 1213-1216 - [c42]Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Elmar Wolfgang Lang, Kurt Stadlthanner:
Independent Component Analysis Applied to Voice Activity Detection. International Conference on Computational Science (1) 2006: 234-241 - [c41]Juan José González de la Rosa, Isidro Lloret Galiana, Carlos García Puntonet, Antonio Moreno-Muñoz, Juan Manuel Górriz:
Third-Order Spectral Characterization of Termite's Emission Track. International Conference on Computational Science (1) 2006: 316-323 - [c40]Pablo Yélamos, Javier Ramírez, Juan Manuel Górriz, Carlos García Puntonet, José C. Segura:
Speech Event Detection Using Support Vector Machines. International Conference on Computational Science (1) 2006: 356-363 - [c39]Rafael Culebras, Javier Ramírez, Juan Manuel Górriz, José C. Segura:
Fuzzy Logic Speech/Non-speech Discrimination for Noise Robust Speech Processing. International Conference on Computational Science (1) 2006: 395-402 - [c38]Juan Manuel Górriz, Javier Ramírez, Ignacio Turias, Carlos García Puntonet, Jesús González, Elmar Wolfgang Lang:
C-Means Clustering Applied to Speech Discrimination. International Conference on Computational Science (1) 2006: 649-656 - [c37]Juan Manuel Górriz, Javier Ramírez, José C. Segura, Carlos García Puntonet, J. J. González:
Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. ICCSA (5) 2006: 772-779 - [c36]Juan José González de la Rosa, Isidro Lloret Galiana, Carlos García Puntonet, Juan Manuel Górriz Sáez, Antonio Moreno-Muñoz, Matías Liñán Reyes, Víctor Pallarés:
Frequency Calibrations with Conventional Time Interval Counters via GPS Traceability. ICEIS (2) 2006: 189-201 - [c35]J. M. Górriz, Javier Ramírez, Carlos García Puntonet, José C. Segura:
An efficient bispectrum phase entropy-based algorithm for VAD. INTERSPEECH 2006 - [c34]Javier Ramírez, Pablo Yélamos, J. M. Górriz, José C. Segura, Luz García:
Speech/non-speech discrimination combining advanced feature extraction and SVM learning. INTERSPEECH 2006 - [c33]Javier Ramírez, Pablo Yélamos, Juan Manuel Górriz, Carlos García Puntonet, José C. Segura:
SVM-Enabled Voice Activity Detection. ISNN (2) 2006: 676-681 - [c32]Juan José González de la Rosa, Carlos García Puntonet, Rosa Piotrkowski, Antonio Moreno-Muñoz, Juan Manuel Górriz:
Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests. SEAL 2006: 750-755 - 2005
- [j4]J. M. Górriz, Carlos García Puntonet, Javier Ramírez:
Testing for Independence and Lrt for VAD. Int. J. Inf. Acquis. 2(4): 315-322 (2005) - [j3]Juan Manuel Górriz, José Carlos Segura Luna, Carlos García Puntonet, Moisés Salmerón:
A Survey of Forecasting Preprocessing Techniques using RNs. Informatica (Slovenia) 29(1): 13-32 (2005) - [c31]Juan Manuel Górriz Sáez, Javier Ramírez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang:
Bispectrum-Based Statistical Tests for VAD. ICANN (2) 2005: 541-546 - [c30]Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz:
Recognition of Insect Emissions Applying the Discrete Wavelet Transform. ICAPR (1) 2005: 505-513 - [c29]Juan Manuel Górriz, Carlos García Puntonet, J. D. Morales, Juan José González de la Rosa:
Simulated Annealing Based-GA Using Injective Contrast Functions for BSS. International Conference on Computational Science (1) 2005: 585-592 - [c28]Juan José González de la Rosa, Carlos García Puntonet, Isidro Lloret Galiana, Juan Manuel Górriz Sáez:
Wavelets and Wavelet Packets Applied to Termite Detection. International Conference on Computational Science (1) 2005: 900-907 - [c27]Carlos García Puntonet, Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz Sáez:
Wavelets Transforms Applied to Termite Detection. ICEIS 2005: 163-167 - [c26]Fernando Rojas, Carlos García Puntonet, Juan Manuel Górriz, Olga Valenzuela:
Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources. ICNC (3) 2005: 863-872 - [c25]Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Juan Manuel Górriz, Ana Maria Tomé, Elmar Wolfgang Lang:
Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. ISBMDA 2005: 137-148 - [c24]Juan Manuel Górriz Sáez, Carlos García Puntonet, Angel Manuel Gómez, Oscar Pernía:
Guided GA-ICA Algorithms. ISNN (1) 2005: 943-948 - [c23]Juan Manuel Górriz, Javier Ramírez, José C. Segura, Susana Hornillo-Mellado:
Voice Activity Detection Using Higher Order Statistics. IWANN 2005: 837-844 - [c22]Otman Chakkor, Carlos García Puntonet, Begoña Pino, Juan Manuel Górriz:
Matched Filter as Pre-processing Tool for Multi-user Detection in DS-CDMA System. IWANN 2005: 845-849 - [c21]Susana Hornillo-Mellado, Rubén Martín-Clemente, Juan Manuel Górriz Sáez:
Connections Between ICA and Sparse Coding Revisited. IWANN 2005: 1035-1042 - [c20]Fernando Rojas Ruiz, Juan Manuel Górriz, Olga Valenzuela:
Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation. IWANN 2005: 1043-1050 - [c19]Juan Manuel Górriz, Carlos García Puntonet, Fernando Rojas, E. G. Medialdea:
Convergence Analysis of a GA-ICA Algorithm. IWINAC (2) 2005: 54-62 - [c18]Juan Manuel Górriz, Carlos García Puntonet, Javier Ramírez, José C. Segura:
Bispectra Analysis-Based VAD for Robust Speech Recognition. IWINAC (2) 2005: 567-576 - [c17]Juan Manuel Górriz, Carlos García Puntonet, Javier Ramírez, José C. Segura:
Bispectrum Estimators for Voice Activity Detection and Speech Recognition. NOLISP 2005: 174-185 - [c16]Juan Manuel Górriz, Carlos García Puntonet:
GA-ICA algorithms applied to image processing. WSTST 2005: 1269-1277 - 2004
- [j2]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Juan José González de la Rosa:
A new model for time-series forecasting using radial basis functions and exogenous data. Neural Comput. Appl. 13(2): 101-111 (2004) - [c15]Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Julio Ortega:
On-line support vector machines and optimization strategies. ESANN 2004: 121-126 - [c14]Carlos García Puntonet, Juan Manuel Górriz Sáez, Moisés Salmerón, Susana Hornillo-Mellado:
Theoretical Method for Solving BSS-ICA Using SVM. ICA 2004: 256-262 - [c13]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Fernando Rojas Ruiz:
Hybridizing Genetic Algorithms with ICA in Higher Dimension. ICA 2004: 414-421 - [c12]Susana Hornillo-Mellado, Carlos García Puntonet, Rubén Martín-Clemente, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach. ICA 2004: 586-593 - [c11]Fernando Rojas Ruiz, Carlos García Puntonet, Ignacio Rojas Ruiz, Manuel Rodríguez Álvarez, Juan Manuel Górriz Sáez:
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS. ICA 2004: 758-765 - [c10]Juan José González de la Rosa, Carlos García Puntonet, Juan Manuel Górriz Sáez, Isidro Lloret Galiana:
An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites. ICA 2004: 1126-1133 - [c9]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón:
Online Algorithm for Time Series Prediction Based on Support Vector Machine Philosophy. International Conference on Computational Science 2004: 50-57 - [c8]Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Elmar Wolfgang Lang:
Meta-heuristics hybridizing independent component analysis with genetic algorithms. ICECS 2004: 523-526 - [c7]Juan Manuel Górriz Sáez, Carlos García Puntonet, Rubén Martín-Clemente:
Improving ICA Algorithms Applied to Predicting Stock Returns. ICETE (3) 2004: 351-355 - [c6]Juan José González de la Rosa, Isidro Lloret Galiana, Juan Manuel Górriz Sáez, Carlos García Puntonet:
An Application of the Independent Component Analysis to Monitor Acoustic Emission Signals Generated by Termite Activity in Wood. ICINCO (3) 2004: 11-18 - [c5]Juan Manuel Górriz Sáez, Carlos García Puntonet, Elmar Wolfgang Lang:
Hybrid SOM-SVM Algorithm for Real Time Series Forecasting. ICINCO (1) 2004: 103-107 - [c4]J. M. Górriz, Carlos García Puntonet, Moisés Salmerón:
Preprocessing time series with ICA and savitzky-golay filtering. Neural Networks and Computational Intelligence 2004: 48-53 - [c3]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Rubén Martín-Clemente:
Parallelization of Time Series Forecasting Model. PDP 2004: 103- - [c2]Juan Manuel Górriz, Carlos García Puntonet:
A Genetic Algorithm for Solving BSS-ICA. WSC 2004: 389-398 - 2003
- [j1]Juan Manuel Górriz, Carlos García Puntonet, Moisés Salmerón, Elmar Wolfgang Lang:
Time Series Prediction using ICA Algorithms. Int. J. Comput. 2(2): 69-75 (2003) - [c1]Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Julio Ortega:
New Method for Filtered ICA Signals Applied to Volatile Time Series. IWANN (2) 2003: 433-440
Coauthor Index
[j151] [c175] [i31] [j143] [j133] [i27] [c147] [j109] [j100] [j90] [j89] [c146] [c144] [c142] [c141] [c140] [c135] [i1] [j74] [j72] [j69] [j68] [j67] [c132] [c131] [c129] [c128] [c127] [c124] [c123] [j61] [j60] [j59] [j58] [j56] [c116] [c114] [j52] [j51] [c109] [c107] [c106] [c103] [j45] [j44] [j42] [j40] [j38] [j37] [c101] [c100] [c98] [j32] [j28] [j27] [j26] [j25] [j23] [c94] [c92] [j21] [j20] [j19] [j18] [c89] [c86] [j16] [c82] [c81] [c79] [c78] [c76] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c58] [c57] [c56]
Carmen Jimenez-Mesa
aka: Carmen Jiménez-Mesa
aka: Carmen Jiménez-Mesa
[i34] [j151] [c175] [c167] [c166] [i32] [i28] [j143] [j138] [j137] [j133] [j127] [i27] [i25] [i24] [j118] [c155] [c154] [c147] [j110] [j109] [i17] [j100] [j95] [j94] [j93] [j92] [j90] [j89] [j88] [j85] [i4] [j82] [j81] [j80] [j79] [c146] [c144] [c142] [j77] [j76] [j75] [c139] [c138] [c137] [c136] [j74] [j72] [j70] [j69] [j68] [c132] [c131] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [j64] [c121] [c119] [j56] [c116] [j51] [c110] [c107] [c106] [c103] [j44] [j40] [j36] [c100] [c98] [j30] [c88]
Andrés Ortiz 0001
aka: Andrés Ortiz García
aka: Andrés Ortiz García
[c177] [c172] [c167] [c165] [i33] [j147] [j140] [j139] [j137] [j133] [j127] [i25] [i24] [j119] [j117] [c159] [c155] [c150] [i23] [j110] [j109] [i17] [i9] [j99] [j95] [j94] [j93] [j90] [j89] [j85] [i4] [j84] [j82] [j79] [c146] [c145] [j75] [c138] [c137] [j74] [j72] [j71] [c131] [c130] [c129] [c128] [c127] [c125] [c124] [c123] [j64] [j63] [j60] [c117] [c116] [j51] [j50] [c110] [j49] [j48] [j47] [j46] [j40] [j39] [j36] [c99] [j33] [c93] [c87]
[j117] [i23] [j109] [j90] [j72] [c122] [j61] [j55] [j53] [c112] [c103] [j44] [c100] [c98] [j32] [j31] [j30] [j29] [j21] [j20] [j18] [c88] [c84] [j16] [j15] [c78] [c76] [j14] [c72] [c70] [c69] [c67] [c66] [c65] [c64] [j13] [j12] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c51] [c50] [c49] [c48] [j10] [j9] [j8] [j7] [j6] [j5] [c47] [c46] [c45] [c42] [c41] [c40] [c38] [c37] [c36] [c35] [c33] [c32] [j4] [j3] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c19] [c18] [c17] [c16] [j2] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [j1] [c1]
Javier Ramírez 0001
aka: Javier Ramírez Perez de Inestrosa
aka: Javier Ramírez Perez de Inestrosa
[j157] [j151] [c175] [c172] [c167] [c166] [c165] [c164] [c163] [i33] [i31] [i30] [i29] [j147] [j143] [j140] [j139] [j138] [j137] [j136] [j133] [j127] [i27] [i25] [i24] [j124] [j119] [j118] [j117] [j115] [c160] [c159] [c155] [c154] [c150] [c149] [c148] [c147] [i23] [j112] [j110] [j109] [i17] [i15] [i10] [i9] [j100] [j99] [j95] [j94] [j93] [j92] [j91] [j90] [j89] [j88] [j87] [j85] [i4] [j84] [j83] [j82] [j81] [j80] [j79] [j78] [c146] [c145] [c144] [c142] [j77] [j76] [j75] [c141] [c140] [c139] [c138] [c137] [c136] [c135] [i1] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [c134] [c133] [c132] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [j66] [j65] [j64] [j63] [c122] [c121] [c120] [c119] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [c118] [c117] [c116] [c115] [c114] [c113] [j53] [j52] [j51] [j50] [c112] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [c101] [c100] [c99] [c98] [c97] [j33] [j32] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [c96] [c95] [c94] [c93] [c92] [j22] [j21] [j20] [j19] [j18] [j17] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c83] [j16] [j15] [c82] [c81] [c79] [c78] [c77] [c76] [c75] [c74] [j14] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [j12] [c60] [c59] [c58] [c57] [c56] [j11] [c52] [c51] [c50] [c49] [j7] [j6] [j5] [c45] [c44] [c43] [c42] [c40] [c39] [c38] [c37] [c35] [c34] [c33] [j4] [c31] [c23] [c18] [c17]
Diego Salas-Gonzalez
aka: Diego Salas-González
aka: Diego Salas-González
[j143] [j138] [j133] [j118] [c148] [c147] [j109] [j94] [j92] [j91] [j90] [j89] [j84] [c145] [c144] [c142] [j77] [c137] [c136] [j74] [j72] [j69] [j68] [c132] [c131] [c129] [c128] [c127] [c126] [c124] [c123] [c121] [c120] [j58] [j56] [c118] [c113] [j50] [c112] [c109] [c107] [c106] [c103] [c102] [j49] [j48] [j47] [j46] [j45] [j42] [j39] [j38] [j37] [c101] [c99] [c98] [j33] [j32] [j30] [j27] [j23] [c93] [j22] [j21] [j20] [j19] [j18] [c91] [c90] [c89] [c88] [c87] [c85] [j16] [c82] [c81] [c79] [c78] [c76] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c58] [c57] [c56]
[j151] [c166] [c164] [c163] [i33] [i32] [i30] [i29] [j143] [j133] [j115] [c149] [c147] [j109] [j93] [j91] [j90] [j89] [j81] [j80] [c146] [c144] [c142] [j77] [j76] [c139] [c137] [c136] [j74] [j72] [j70] [j69] [j68] [c132] [c131] [c129] [c128] [c127] [c126] [c124] [c123] [c121] [c120] [c119] [j59] [j57] [j53] [c106] [c103] [j42] [c98] [c97] [j27] [c95] [c92] [j22] [j21] [j20] [j19] [j18] [c89] [c86] [j16] [c82] [c81] [c79] [c78] [c76] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c58] [c57] [c56]
José C. Segura
aka: José Carlos Segura Luna
aka: José Carlos Segura Luna
Shuihua Wang
aka: Shui-Hua Wang
aka: Shui-Hua Wang
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