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ORCIDJoão Manuel R. S. Tavares
João Manuel Ribeiro da Silva Tavares – João Tavares 0001
Person information
- affiliation: University of Porto, Portugal
Other persons with the same name
- João Tavares 0002
![[0000-0002-1288-0506]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-1288-0506")
(aka: João Elison da Rosa Tavares) — Universidade do Vale do Rio dos Sinos (Unisinos), Sao Leopoldo, RS, Brazil - João Tavares 0003 — Reditus Network Innovation, Portugal
- João Tavares 0004 — Aveiro University, Telecommunications Institute, Portugal
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2020 – today
- 2023
[j123]Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model. Expert Syst. Appl. 215: 119293 (2023)- [j122]Nessrine Elloumi, Aicha Ben Makhlouf, Ayman Afli, Borhen Louhichi, Mehdi Jaidane, João Manuel R. S. Tavares:
CT Images Segmentation Using a Deep Learning-Based Approach for Preoperative Projection of Human Organ Model Using Augmented Reality Technology. Int. J. Comput. Intell. Appl. 22(2): 2350006:1-2350006:20 (2023) - [j121]Carlos A. S. J. Gulo, Antonio Carlos Sementille, João Manuel R. S. Tavares:
Detection of computationally-intensive functions in a medical image segmentation algorithm based on an active contour model. Int. J. Comput. Sci. Eng. 26(5): 555-566 (2023) - [j120]Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Azam Bastanfard, Hugo S. Oliveira, Gonçalo Almeida, Zhen Ma, João Manuel R. S. Tavares:
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes. Multim. Tools Appl. 82(6): 8303-8321 (2023) - [j119]Eleni Theodoridou, Luigi Cinque, Filippo Mignosi, Giuseppe Placidi, Matteo Polsinelli, João Manuel R. S. Tavares, Matteo Spezialetti:
Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey. IEEE Trans. Hum. Mach. Syst. 53(1): 35-43 (2023) - [j118]Chinmay Chakraborty, João Manuel R. S. Tavares, Shaohua Wan, Houbing Herbert Song:
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems. IEEE Trans. Ind. Informatics 19(1): 581-585 (2023) - [e19]Vikrant Bhateja, Fiona Carroll, João Manuel R. S. Tavares, Sandeep Singh Sengar, Peter Peer:
Intelligent Data Engineering and Analytics - Proceedings of the 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2023), Cardiff, UK, 11-12 April 2023. Smart Innovation, Systems and Technologies 371, Springer 2023, ISBN 978-981-99-6705-6 [contents] - 2022
- [j117]Nguyen Ngoc Hien, Dang Ngoc Hoang Thanh, Ugur Erkan, João Manuel R. S. Tavares:
Image Noise Removal Method Based on Thresholding and Regularization Techniques. IEEE Access 10: 71584-71597 (2022) - [j116]Gonçalo Almeida, Ana Rita Figueira, Joana Lencart, João Manuel R. S. Tavares:
Segmentation of male pelvic organs on computed tomography with a deep neural network fine-tuned by a level-set method. Comput. Biol. Medicine 140: 105107 (2022) - [j115]Luis H. S. Vogado, Flávio H. D. Araújo, Pedro de A. Santos Neto, João Almeida, João Manuel R. S. Tavares, Rodrigo Veras:
A ensemble methodology for automatic classification of chest X-rays using deep learning. Comput. Biol. Medicine 145: 105442 (2022) - [j114]Pham The Bao, Tran Anh Tuan, Le Nhi Lam Thuy, Jin Young Kim, João Manuel R. S. Tavares:
White Matter, Gray Matter and Cerebrospinal Fluid Segmentation from Brain Magnetic Resonance Imaging Using Adaptive U-Net and Local Convolutional Neural Network. Comput. J. 65(12): 3081-3090 (2022) - [j113]João Manuel R. S. Tavares:
Editorial message from the Editor-in-Chief. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(1): 1-2 (2022) - [j112]João Manuel R. S. Tavares, Renato M. Natal Jorge:
Editorial. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(5): 459 (2022) - [j111]Steven Lawrence Fernandes, Yu-Dong Zhang, João Manuel R. S. Tavares:
Special Issue: Recent advances in quantum computing and quantum neural networks. Concurr. Comput. Pract. Exp. 34(20) (2022) - [j110]Habiba Arshad, Muhammad Attique Khan, Muhammad Imran Sharif, Mussarat Yasmin, João Manuel R. S. Tavares, Yudong Zhang, Suresh Chandra Satapathy:
A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition. Expert Syst. J. Knowl. Eng. 39(7) (2022) - [j109]Selim Reza, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks. Expert Syst. Appl. 202: 117275 (2022) - [j108]Debasmita Ghosh Roy, P. A. Alvi, João Manuel R. S. Tavares:
Detection of Cardiovascular Disease Using Ensemble Feature Engineering With Decision Tree. Int. J. Ambient Comput. Intell. 13(1): 1-16 (2022) - [j107]Maíla de Lima Claro, Rodrigo M. S. Veras, André M. Santana, Luis Henrique Silva Vogado, Geraldo Braz Junior, Fátima N. S. de Medeiros, João Manuel R. S. Tavares:
Assessing the impact of data augmentation and a combination of CNNs on leukemia classification. Inf. Sci. 609: 1010-1029 (2022) - [j106]Elineide S. dos Santos, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Helano Miguel B. F. Portela, Geraldo Braz Junior, Justino Santos, João Manuel R. S. Tavares:
Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. Medical Image Anal. 77: 102363 (2022) - [j105]Carlos A. S. J. Gulo, Antonio Carlos Sementille, João Manuel R. S. Tavares:
Optimizing a medical image registration algorithm based on profiling data for real-time performance. Multim. Tools Appl. 81(2): 2603-2620 (2022) - [j104]João Paulo Papa, João Manuel R. S. Tavares:
Editorial of the special section on CIARP 2021. Pattern Recognit. Lett. 163: 182 (2022) - [j103]Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Pedro Miguel Cruz, Marta Campos Ferreira, José J. M. Machado, João Manuel R. S. Tavares:
Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion. Sensors 22(4): 1535 (2022) - [j102]Sajjad Boorghan Farahan, José J. M. Machado, Fernando Gomes de Almeida, João Manuel R. S. Tavares:
9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration. Sensors 22(9): 3416 (2022) - [j101]Mohammadamin Salimi, José J. M. Machado, João Manuel R. S. Tavares:
Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation. Sensors 22(12): 4544 (2022) - [j100]Khouloud Ben Ali Hassen, José J. M. Machado, João Manuel R. S. Tavares:
Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review. Sensors 22(14): 5286 (2022) - [j99]Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Sound Classification and Processing of Urban Environments: A Systematic Literature Review. Sensors 22(22): 8608 (2022) - [j98]Ana Filipa Rodrigues Nogueira, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation. Sensors 22(22): 8874 (2022) - [j97]Ali Harimi, Yahya Majd, Abdorreza Alavi Gharahbagh, Vahid Hajihashemi, Zeynab Esmaileyan, José J. M. Machado, João Manuel R. S. Tavares:
Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning. Sensors 22(24): 9569 (2022) - [j96]Anand Ghuli, Damodar Reddy Edla, João Manuel R. S. Tavares:
Epileptic seizure endorsement technique using DWT power spectrum. J. Supercomput. 78(6): 8604-8624 (2022) - [c43]Elineide Santos, Francisco Santos, João Dallyson Sousa de Almeida, Kelson Rômulo Teixeira Aires, João Manuel R. S. Tavares, Rodrigo Veras:
Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. CBMS 2022: 282-287 - [c42]Matteo Spezialetti, Renata Di Filippo, Ramon Gimenez De Lorenzo, Giovanni Luca Gravina, Giuseppe Placidi, Guido Proietti, Fabrizio Rossi, Stefano Smriglio, João Manuel R. S. Tavares, Francesca Vittorini, Filippo Mignosi:
Optimizing Nozzle Travel Time in Proton Therapy. CBMS 2022: 441-446 - [c41]Selim Reza, José J. M. Machado, João Manuel R. S. Tavares:
Analysis of the Structure of the Road Networks: A Network Science Perspective. ISAIM 2022 - [c40]Aymen Afli, Nessrine Elloumi, Aicha Ben Makhlouf, Borhen Louhichi, Mehdi Jaidane, João Manuel R. S. Tavares:
Preoperative Image Segmentation for Organ Visualization Using Augmented Reality Technology During Open Liver Surgery. IV 2022: 442-445 - [c39]Aicha Ben Makhlouf, Anass Ayed, Nessrine Elloumi, Borhen Louhichi, Mehdi Jaidane, João Manuel R. S. Tavares:
Biomechanical Modeling and Pre-Operative Projection of A Human Organ using an Augmented Reality Technique During Open Hepatic Surgery. IV 2022: 446-450 - [c38]Francisco Santos, Elineide S. dos Santos, Luis Henrique Silva Vogado, Márcia Ito, Andrea Bianchi, João Manuel R. S. Tavares, Rodrigo Veras:
DFU-VGG, a Novel and Improved VGG-19 Network for Diabetic Foot Ulcer Classification. IWSSIP 2022: 1-4 - 2021
- [j95]Ankit Vijayvargiya, Chandra Prakash, Rajesh Kumar, Sanjeev Bansal, João Manuel R. S. Tavares:
Human knee abnormality detection from imbalanced sEMG data. Biomed. Signal Process. Control. 66: 102406 (2021) - [j94]Carolina Magalhaes, João Manuel R. S. Tavares, Joaquim Mendes, Ricardo Vardasca:
Comparison of machine learning strategies for infrared thermography of skin cancer. Biomed. Signal Process. Control. 69: 102872 (2021) - [j93]Justino Santos, Rodrigo de Melo Souza Veras, Romuere R. V. Silva, Nayze Aldeman, Flávio H. D. Araújo, Angelo Amâncio Duarte, João Manuel R. S. Tavares:
A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images. Biomed. Signal Process. Control. 70: 103020 (2021) - [j92]João Manuel R. S. Tavares:
Editorial message from the editor-in-chief. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(1): 1-3 (2021) - [j91]Taras Kotyk, Nadiya Tokaruk, Viktoria Bedej, Mariia Hryshchuk, Oksana Popadynets, Yaroslav Kolinko, João Manuel R. S. Tavares:
Multi-Step Clustering Approach of Myelinated Nerve Fibers in Experimental Neuromorphology. Int. J. Ambient Comput. Intell. 12(2): 73-91 (2021) - [j90]Gonçalo Almeida, João Manuel R. S. Tavares:
Versatile Convolutional Networks Applied to Computed Tomography and Magnetic Resonance Image Segmentation. J. Medical Syst. 45(8): 79 (2021) - [j89]Giuseppe Placidi, Danilo Avola, Luigi Cinque, Matteo Polsinelli, Eleni Theodoridou, João Manuel R. S. Tavares:
Data integration by two-sensors in a LEAP-based Virtual Glove for human-system interaction. Multim. Tools Appl. 80(12): 18263-18277 (2021) - [j88]Vahid Hajihashemi, Hamid Esmaeili Najafabadi, Abdorreza Alavi Gharahbagh, Henry Leung, Mahdi Yousefan, João Manuel R. S. Tavares:
A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation. Multim. Tools Appl. 80(21): 31953-31966 (2021) - [j87]Luis H. S. Vogado, Rodrigo Veras, Kelson Rômulo Teixeira Aires, Flávio H. D. Araújo, Romuere R. V. Silva, Moacir Ponti, João Manuel R. S. Tavares:
Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. Sensors 21(9): 2989 (2021) - [j86]Zhen Ma, José J. M. Machado, João Manuel R. S. Tavares:
Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM. Sensors 21(22): 7508 (2021) - [j85]Selim Reza, Hugo S. Oliveira, José J. M. Machado, João Manuel R. S. Tavares:
Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System. Sensors 21(22): 7705 (2021) - [c37]Helano Miguel B. F. Portela, Rodrigo de Melo Souza Veras, Luis Henrique Silva Vogado, Daniel Leite, Jefferson Alves de Sousa, Anselmo Cardoso de Paiva, João Manuel R. S. Tavares:
A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain. CIARP 2021: 13-23 - [c36]Vahid Hajihashemi, Abdorreza Alavi Gharahbagh, Hugo S. Oliveira, Pedro Miguel Cruz, João Manuel R. S. Tavares:
Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments. CIARP 2021: 402-416 - [e18]João Manuel R. S. Tavares, João Paulo Papa, Manuel González Hidalgo:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 25th Iberoamerican Congress, CIARP 2021, Porto, Portugal, May 10-13, 2021, Revised Selected Papers. Lecture Notes in Computer Science 12702, Springer 2021, ISBN 978-3-030-93419-4 [contents] - [e17]Azeddine Beghdadi, Faouzi Alaya Cheikh, João Manuel R. S. Tavares, Anissa Mokraoui, Giuseppe Valenzise, Laurent Oudre, Muhammad Atif Qureshi:
9th European Workshop on Visual Information Processing, EUVIP 2021, Paris, France, June 23-25, 2021. IEEE 2021, ISBN 978-1-6654-3230-6 [contents] - 2020
- [j84]Danilo Samuel Jodas, Maria Francisca Monteiro da Costa, Tiago A. A. Parreira, Aledir Silveira Pereira, João Manuel R. S. Tavares:
Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images. Comput. Biol. Medicine 123: 103901 (2020) - [j83]João Manuel R. S. Tavares:
Editorial Message from the Editor-in-Chief. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(1): 1-2 (2020) - [j82]João Manuel R. S. Tavares, Paulo Rui Fernandes:
Special issue: 'CMBBE2018 - 15th international symposium on computer methods in biomechanics and biomedical engineering & 3rd conference on imaging and visualization'. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(3): 231 (2020) - [j81]João Manuel R. S. Tavares, Shuo Li:
Special issue: third MICCAI workshop on bio-imaging and visualization for patient-customized simulations. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(5): 459 (2020) - [j80]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu:
Special issue: 4th MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(5): 501 (2020) - [j79]Gonçalo Almeida, João Manuel R. S. Tavares:
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review. J. Medical Syst. 44(10): 179 (2020) - [j78]Dang N. H. Thanh, Nguyen Hoang Hai, V. B. Surya Prasath, Le Minh Hieu, João Manuel R. S. Tavares:
A two-stage filter for high density salt and pepper denoising. Multim. Tools Appl. 79(29-30): 21013-21035 (2020) - [j77]Danilo Samuel Jodas, Aledir Silveira Pereira, João Manuel R. S. Tavares:
Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images. Neural Comput. Appl. 32(7): 2553-2573 (2020) - [j76]R. Vishnu Priya, V. Vijayakumar, João Manuel R. S. Tavares:
MQSMER: a mixed quadratic shape model with optimal fuzzy membership functions for emotion recognition. Neural Comput. Appl. 32(8): 3165-3182 (2020) - [j75]Abhir Bhandary, G. Ananth Prabhu, V. Rajinikanth, K. Palani Thanaraj, Suresh Chandra Satapathy, David E. Robbins, Charles Shasky, Yu-Dong Zhang, João Manuel R. S. Tavares, Nadaradjane Sri Madhava Raja:
Deep-learning framework to detect lung abnormality - A study with chest X-Ray and lung CT scan images. Pattern Recognit. Lett. 129: 271-278 (2020) - [c35]Maíla de Lima Claro, Luis H. S. Vogado, Rodrigo Veras, André Macedo Santana, João Tavares, Justino Santos, Vinícius P. Machado:
Convolution Neural Network Models for Acute Leukemia Diagnosis. IWSSIP 2020: 63-68
2010 – 2019
- 2019
- [j74]Safa Bahri, Nesrine Zoghlami, Mourad Abed, João Manuel R. S. Tavares:
BIG DATA for Healthcare: A Survey. IEEE Access 7: 7397-7408 (2019) - [j73]Yu Wang, Yating Chen, Ningning Yang, Longfei Zheng, Nilanjan Dey, Amira S. Ashour, Venkatesan Rajinikanth, João Manuel R. S. Tavares, Fuqian Shi:
Classification of mice hepatic granuloma microscopic images based on a deep convolutional neural network. Appl. Soft Comput. 74: 40-50 (2019) - [j72]João Manuel R. S. Tavares:
Editorial Message from the Editor-in-Chief. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(1): 1-3 (2019) - [j71]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
Editorial. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(3): 241 (2019) - [j70]João Manuel R. S. Tavares, Renato M. Natal Jorge:
Special issue: VI ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE). Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7(5-6): 479 (2019) - [j69]Md. Nawab Yousuf Ali, Md. Golam Sarowar, Md. Lizur Rahman, Jyotismita Chaki, Nilanjan Dey, João Manuel R. S. Tavares:
Adam Deep Learning With SOM for Human Sentiment Classification. Int. J. Ambient Comput. Intell. 10(3): 92-116 (2019) - [j68]Carlos A. S. J. Gulo, Henrique Ferraz de Arruda, Alex F. de Araujo, Antonio Carlos Sementille, João Manuel R. S. Tavares:
Efficient parallelization on GPU of an image smoothing method based on a variational model. J. Real Time Image Process. 16(4): 1249-1261 (2019) - [j67]Carlos A. S. J. Gulo, Antonio Carlos Sementille, João Manuel R. S. Tavares:
Techniques of medical image processing and analysis accelerated by high-performance computing: a systematic literature review. J. Real Time Image Process. 16(6): 1891-1908 (2019) - [j66]Md Sarwar Kamal, Md. Golam Sarowar, Nilanjan Dey, Amira S. Ashour, Shamim Hasnat Ripon, Bijaya Ketan Panigrahi, João Manuel R. S. Tavares:
Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification. Int. J. Mach. Learn. Cybern. 10(2): 229-252 (2019) - [j65]Roberta B. Oliveira, Aledir Silveira Pereira, João Manuel R. S. Tavares:
Computational diagnosis of skin lesions from dermoscopic images using combined features. Neural Comput. Appl. 31(10): 6091-6111 (2019) - [j64]Pedro Pedrosa Rebouças Filho, Antônio Carlos da Silva Barros, Geraldo L. B. Ramalho, Clayton R. Pereira, João Paulo Papa, Victor Hugo C. de Albuquerque, João Manuel R. S. Tavares:
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. Neural Comput. Appl. 31(S-2): 901-914 (2019) - [j63]Amartya Mukherjee, Nilanjan Dey, Rajesh Kumar, Bijaya Ketan Panigrahi, Aboul Ella Hassanien, João Manuel R. S. Tavares:
Delay Tolerant Network assisted flying Ad-Hoc network scenario: modeling and analytical perspective. Wirel. Networks 25(5): 2675-2695 (2019) - [e16]João Manuel R. S. Tavares, Zeshui Xu:
Proceedings of the International Conference on Artificial Intelligence, Information Processing and Cloud Computing, AIIPCC 2019, Sanya, China, December 19-21, 2019. ACM 2019, ISBN 978-1-4503-7633-4 [contents] - [e15]Reneta P. Barneva, Valentin E. Brimkov, Piotr Kulczycki, João Manuel R. S. Tavares:
Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications - 6th International Conference, CompIMAGE 2018, Cracow, Poland, July 2-5, 2018, Revised Selected Papers. Lecture Notes in Computer Science 10986, Springer 2019, ISBN 978-3-030-20804-2 [contents] - 2018
- [j62]D. Jude Hemanth, Lipo Wang, João Manuel Ribeiro da Silva Tavares, Fuqian Shi, Vania Vieira Estrela:
IEEE Access Special Section Editorial: Soft Computing Techniques for Image Analysis in the Medical Industry - Current Trends, Challenges and Solutions. IEEE Access 6: 39487-39489 (2018) - [j61]Matteo Spezialetti, Luigi Cinque, João Manuel R. S. Tavares, Giuseppe Placidi:
Towards EEG-based BCI driven by emotions for addressing BCI-Illiteracy: a meta-analytic review. Behav. Inf. Technol. 37(8): 855-871 (2018) - [j60]Victor Hugo C. de Albuquerque, Robertas Damasevicius, João Manuel R. S. Tavares, Plácido Rogério Pinheiro:
EEG-Based Biometrics: Challenges And Applications. Comput. Intell. Neurosci. 2018: 5483921:1-5483921:2 (2018) - [j59]Victor Hugo C. de Albuquerque, Plácido Rogério Pinheiro, Roshan Joy Martis, João Manuel R. S. Tavares:
Recent Advances in Brain Signal Analysis: Methods and Applications 2018. Comput. Intell. Neurosci. 2018: 5971086:1-5971086:2 (2018) - [j58]Gustavo Carneiro, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Jacinto C. Nascimento, Jaime S. Cardoso, Zhi Lu, Vasileios Belagiannis:
1st MICCAI workshop on deep learning in medical image analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(3): 241-242 (2018) - [j57]João Manuel R. S. Tavares, Renato M. Natal Jorge:
V ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE). Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(4): 361 (2018) - [j56]Pedro Morais, João L. Vilaça, Sandro F. Queiros, Alberto Marchi, Felix Bourier, Isabel Deisenhofer, Jan D'hooge, João Manuel R. S. Tavares:
Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions. Comput. Methods Programs Biomed. 161: 73-84 (2018) - [j55]Ahmed Faeq Hussein, Arunkumar N., Gustavo Ramírez-González, Enas W. Abdulhay, João Manuel R. S. Tavares, Victor Hugo C. de Albuquerque:
A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform. Cogn. Syst. Res. 52: 1-11 (2018) - [j54]Sourav Samanta, Amartya Mukherjee, Amira S. Ashour, Nilanjan Dey, João Manuel R. S. Tavares, Wahiba Ben Abdessalem Karaa, Redha Taïar, Ahmad Taher Azar, Aboul Ella Hassanien:
Log Transform Based Optimal Image Enhancement Using Firefly Algorithm for Autonomous Mini Unmanned Aerial Vehicle: An Application of Aerial Photography. Int. J. Image Graph. 18(4): 1850019:1-1850019:25 (2018) - [j53]Md Sarwar Kamal, Munesh C. Trivdedi, Jannat B. Alam, Nilanjan Dey, Amira S. Ashour, Fuqian Shi, João Manuel R. S. Tavares:
Big DNA datasets analysis under push down automata. J. Intell. Fuzzy Syst. 35(2): 1555-1565 (2018) - [j52]Nilanjan Dey, Amira S. Ashour, Fuqian Shi, Simon James Fong, João Manuel R. S. Tavares:
Medical cyber-physical systems: A survey. J. Medical Syst. 42(4): 74:1-74:13 (2018) - [j51]Roberta B. Oliveira, João P. Papa, Aledir Silveira Pereira, João Manuel R. S. Tavares:
Computational methods for pigmented skin lesion classification in images: review and future trends. Neural Comput. Appl. 29(3): 613-636 (2018) - [j50]Victor Hugo C. de Albuquerque, Thiago M. Nunes, Danillo Roberto Pereira, Eduardo José da S. Luz, David Menotti, João P. Papa, João Manuel R. S. Tavares:
Robust automated cardiac arrhythmia detection in ECG beat signals. Neural Comput. Appl. 29(3): 679-693 (2018) - [j49]Nilanjan Dey, Venkatesan Rajinikanth, Amira S. Ashour, João Manuel R. S. Tavares:
Social Group Optimization Supported Segmentation and Evaluation of Skin Melanoma Images. Symmetry 10(2): 51 (2018) - [c34]Pedro Morais, João L. Vilaça, Sandro F. Queiros, Pedro L. Rodrigues, João Manuel R. S. Tavares, Jan D'hooge:
A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 93-101 - [e14]Reneta P. Barneva, Valentin E. Brimkov, João Manuel R. S. Tavares:
Combinatorial Image Analysis - 19th International Workshop, IWCIA 2018, Porto, Portugal, November 22-24, 2018, Proceedings. Lecture Notes in Computer Science 11255, Springer 2018, ISBN 978-3-030-05287-4 [contents] - [e13]Danail Stoyanov, Zeike Taylor, Stephen R. Aylward, João Manuel R. S. Tavares, Yiming Xiao, Amber L. Simpson, Anne L. Martel, Lena Maier-Hein, Shuo Li, Hassan Rivaz, Ingerid Reinertsen, Matthieu Chabanas, Keyvan Farahani:
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation - International Workshops, POCUS 2018, BIVPCS 2018, CuRIOUS 2018, and CPM 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11042, Springer 2018, ISBN 978-3-030-01044-7 [contents] - [e12]Danail Stoyanov, Zeike Taylor, Gustavo Carneiro, Tanveer F. Syeda-Mahmood, Anne L. Martel, Lena Maier-Hein, João Manuel R. S. Tavares, Andrew P. Bradley, João Paulo Papa, Vasileios Belagiannis, Jacinto C. Nascimento, Zhi Lu, Sailesh Conjeti, Mehdi Moradi, Hayit Greenspan, Anant Madabhushi:
Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support - 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11045, Springer 2018, ISBN 978-3-030-00888-8 [contents] - 2017
- [j48]Md Sarwar Kamal, Linkon Chowdhury, Mohammad Ibrahim Khan, Amira S. Ashour, João Manuel R. S. Tavares, Nilanjan Dey:
Hidden Markov model and Chapman Kolmogrov for protein structures prediction from images. Comput. Biol. Chem. 68: 231-244 (2017) - [j47]Nawel Takouachet, Samuel Delepoulle, Christophe Renaud, Nesrine Zoghlami, João Manuel R. S. Tavares:
Perception of noise and global illumination: Toward an automatic stopping criterion based on SVM. Comput. Graph. 69: 49-58 (2017) - [j46]João Manuel R. S. Tavares:
Editorial message from the Editor-in-Chief. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5(1): 1-2 (2017) - [j45]João Tavares:
Appreciation to the 2016 reviewers. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5(2): 157-158 (2017) - [j44]Roberta B. Oliveira, Aledir Silveira Pereira, João Manuel R. S. Tavares:
Skin lesion computational diagnosis of dermoscopic images: Ensemble models based on input feature manipulation. Comput. Methods Programs Biomed. 149: 43-53 (2017) - [j43]Zhen Ma, João Manuel R. S. Tavares:
Effective features to classify skin lesions in dermoscopic images. Expert Syst. Appl. 84: 92-101 (2017) - [j42]Sk. Saddam Ahmed, Nilanjan Dey, Amira S. Ashour, Dimitra Sifaki Pistola, Dana Balas-Timar, Valentina Emilia Balas, João Manuel R. S. Tavares:
Effect of fuzzy partitioning in Crohn's disease classification: a neuro-fuzzy-based approach. Medical Biol. Eng. Comput. 55(1): 101-115 (2017) - [j41]