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Markos G. Tsipouras
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2020 – today
- 2025
- [j51]Vasileios Christou
, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras
, Georgios Tsoumanis
, Nikolaos Giannakeas:
An evolutionary extreme learning machine algorithm for multi-cube unit single-layer neural networks. Appl. Soft Comput. 171: 112788 (2025) - 2024
- [j50]Kosmas Glavas, Katerina D. Tzimourta
, Pantelis Angelidis
, Stamatia Bibi
, Markos G. Tsipouras
:
Brain-Computer Interface Controlled Drones: A Systematic Review. IEEE Access 12: 61279-61300 (2024) - [j49]Kosmas Glavas
, Katerina D. Tzimourta
, Alexandros T. Tzallas
, Nikolaos Giannakeas
, Markos G. Tsipouras
:
Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals. IEEE Access 12: 95417-95433 (2024) - [c60]Panagiotis N. Smyrlis, Gabriela R. Stancu, Foteini Dimaraki, Aimilia Ntetska, Thomai Karamitsou, Katerina D. Tzimourta, Markos G. Tsipouras, Pantelis Angelidis:
Aorta localization in Computed Tomography images: A YoloV9 segmentation approach. SEEDA-CECNSM 2024: 163-167 - [c59]Panagiotis N. Smyrlis, Aimilia Ntetska, Thomai Karamitsou, Foteini Dimaraki, Katerina D. Tzimourta, Pantelis Angelidis, Markos G. Tsipouras:
Yolov9 models for cancer detection in biopsy images: segmentation on pan-cancer data. SEEDA-CECNSM 2024: 174-178 - 2023
- [j48]Andreas Miltiadous
, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis
, Alexandros T. Tzallas
:
Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review. IEEE Access 11: 564-594 (2023) - [j47]Theodoros Lampros, Konstantinos Kalafatakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas
, Alexandros T. Tzallas
:
An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring. Array 19: 100302 (2023) - [j46]Foteini Gramouseni, Katerina D. Tzimourta
, Pantelis Angelidis
, Nikolaos Giannakeas
, Markos G. Tsipouras
:
Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review. Big Data Cogn. Comput. 7(4): 163 (2023) - [j45]Andreas Miltiadous
, Katerina D. Tzimourta
, Theodora Afrantou
, Panagiotis Ioannidis
, Nikolaos Grigoriadis
, Dimitrios G. Tsalikakis, Pantelis Angelidis
, Markos G. Tsipouras
, Euripidis Glavas
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
A Dataset of Scalp EEG Recordings of Alzheimer's Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG. Data 8(6): 95 (2023) - [j44]Fotios Bosmos, Alexandros T. Tzallas
, Markos G. Tsipouras
, Evripidis Glavas
, Nikolaos Giannakeas
:
Virtual and Augmented Experience in Virtual Learning Tours. Inf. 14(5): 294 (2023) - [j43]Georgios Prapas, Kosmas Glavas, Katerina D. Tzimourta
, Alexandros T. Tzallas
, Markos G. Tsipouras
:
Mind the Move: Developing a Brain-Computer Interface Game with Left-Right Motor Imagery. Inf. 14(7): 354 (2023) - [j42]Aristidis G. Anagnostakis
, Charilaos Naxakis, Nikolaos Giannakeas
, Markos G. Tsipouras, Alexandros T. Tzallas
, Euripidis Glavas:
Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems. IEEE Internet Things J. 10(8, April 15): 6673-6688 (2023) - [c58]Panagiotis N. Smyrlis, Konstantinos Vogklis, Odysseas Tsakai, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras:
A Novel Approach for Cancer Image Segmentation. BIBM 2023: 4951-4954 - [c57]Odysseas Tsakai, Panagiotis N. Smyrlis, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras:
Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging. BIBM 2023: 4963-4965 - [c56]Andreas Miltiadous, Katerina D. Tzimourta, Vasileios Aspiotis, Theodora Afrantou, Markos G. Tsipouras, Nikolaos Giannakeas, Euripidis Glavas, Alexandros T. Tzallas:
Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features. CBMS 2023: 876-881 - [c55]Theodoros Lampros, Nikolaos Giannakeas, Konstantinos Kalafatakis, Markos G. Tsipouras, Alexandros T. Tzallas:
Fetal ECG Extraction Based on Overcomplete ICA and Empirical Wavelet Transform. AIAI Workshops 2023: 45-54 - [c54]Konstantinos D. Georgitsaros, Konstantinos B. Palegkas, Pantelis Angelidis, Markos G. Tsipouras:
Brain-De-Fer A Brain-Computer Interface Game for Mind Contest. SEEDA-CECNSM 2023: 1-7 - [c53]Kosmas Glavas, Georgios Prapas, Aimilia Ntetska, Pinelopi Adamakidou, Pantelis Angelidis, Markos G. Tsipouras:
Real-Time Brain-Computer Interface Control of a Wheelchair Using Motor Imagery Commands. SEEDA-CECNSM 2023: 1-5 - [c52]Panagiotis N. Smyrlis, Odysseas Tsakai, Konstantinos Vogklis, Nikolaos Giannakeas, Alexandros T. Tzallas, George F. Fragulis, Markos G. Tsipouras:
A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset. SEEDA-CECNSM 2023: 1-5 - [c51]Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Markos G. Tsipouras:
Design and Implementation of a Real-time Brain-Computer Interface for an Electric Wheelchair. TSP 2023: 119-124 - [c50]Foteini Gramouseni, Georgios Prapas, Christos Bellos
, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras:
Exploring Ensemble Machine Learning Models for Attention and Memory Assesment. TSP 2023: 280-283 - 2022
- [j41]Pavlos Christodoulides
, Andreas Miltiadous
, Katerina D. Tzimourta, Dimitrios Peschos, Georgios Ntritsos, Victoria Zakopoulou, Nikolaos Giannakeas, Loukas G. Astrakas, Markos G. Tsipouras, Konstantinos I. Tsamis
, Euripidis Glavas, Alexandros T. Tzallas
:
Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool. Biomed. Signal Process. Control. 76: 103646 (2022) - [j40]Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas:
Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement. Expert Syst. Appl. 203: 117488 (2022) - [j39]Vasileios Christou
, Alexandros Arjmand, Dimitrios Dimopoulos
, Dimitrios Varvarousis
, Ioannis G. Tsoulos, Alexandros T. Tzallas
, Christos Gogos
, Markos G. Tsipouras
, Evripidis Glavas, Avraam Ploumis
, Nikolaos Giannakeas
:
Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. Inf. 13(2): 101 (2022) - [j38]Alexandros Arjmand, Odysseas Tsakai, Vasileios Christou
, Alexandros T. Tzallas
, Markos G. Tsipouras
, Roberta Forlano
, Pinelopi Manousou
, Robert D. Goldin
, Christos Gogos
, Evripidis Glavas
, Nikolaos Giannakeas
:
Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. 13(4): 160 (2022) - [j37]George S. Maraslidis
, Theodore L. Kottas
, Markos G. Tsipouras
, George F. Fragulis
:
Design of a Fuzzy Logic Controller for the Double Pendulum Inverted on a Cart. Inf. 13(8): 379 (2022) - [j36]Vasileios Aspiotis, Andreas Miltiadous
, Konstantinos Kalafatakis, Katerina D. Tzimourta
, Nikolaos Giannakeas
, Markos G. Tsipouras
, Dimitrios Peschos, Euripidis Glavas, Alexandros T. Tzallas
:
Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG. Sensors 22(15): 5792 (2022) - [j35]Vasileios Christou
, Andreas Miltiadous
, Ioannis G. Tsoulos, Evaggelos Karvounis
, Katerina D. Tzimourta
, Markos G. Tsipouras
, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas
, Nikolaos Giannakeas
:
Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection. Sensors 22(23): 9233 (2022) - [c49]Aristidis G. Anagnostakis, Nikolaos Giannakeas, Alexandros T. Tzallas
, Markos G. Tsipouras, Euripidis Glavas:
A peer, "wallet-only" consensus schema for ownership transfer over finite populations. SEEDA-CECNSM 2022: 1-10 - [c48]Konstantinos Bezas, Georgios Tsoumanis, Kyriakos Koritsoglou, Konstantinos Oikonomou, Alexandros T. Tzallas
, Nikolaos Giannakeas, Markos G. Tsipouras, Constantinos T. Angelis:
A Fairness-aware Coverage Algorithm for Drone Swarms. SEEDA-CECNSM 2022: 1-5 - [c47]Fotios Bosmos, Alexandros T. Tzallas
, Markos G. Tsipouras, Nikolaos Giannakeas:
Virtual and augmented experience in cultural places: The perspective of integration in the learning process. SEEDA-CECNSM 2022: 1-5 - [c46]Vasiliki Fiska
, Sofia Evangelou, Nikolaos Giannakeas, Alexandros T. Tzallas
, Pantelis Angelidis, Markos G. Tsipouras:
A non-invasive closed-loop diagnostic and therapeutic wearable device for diabetic hyperglycemia prevention: System Architecture. SEEDA-CECNSM 2022: 1-4 - [c45]Antonios Pekias, George S. Maraslidis
, Markos G. Tsipouras, Fotis N. Koumboulis, George F. Fragulis:
An overview of power supply technologies for Unmanned Aerial Vehicles (UAVs) and machine vision applications. SEEDA-CECNSM 2022: 1-8 - [c44]Georgios Prapas, Kosmas Glavas, Alexandros T. Tzallas
, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras:
Motor Imagery Approach for BCI Game Development. SEEDA-CECNSM 2022: 1-5 - [c43]Konstantinos Sakkas, Alexandra Tsogka, Athanasios Gkimitzoudis, Nikolaos Giannakeas, Katerina D. Tzimourta, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas:
Analysis of Emotions through the Use of Physiological Signals. SEEDA-CECNSM 2022: 1-7 - [c42]Yannis Misirlis, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas
, Markos G. Tsipouras:
Pediatric Epilepsy Assessment Based on EEG Analysis. TSP 2022: 377-380 - [c41]Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Alexandros T. Tzallas
, Nikolaos Giannakeas, Markos G. Tsipouras:
Intra-User Analysis Based on Brain-Computer Interface Controlled Game. TSP 2022: 386-390 - 2021
- [j34]Alexandros Arjmand, Vasileios Christou
, Ioannis G. Tsoulos, Markos G. Tsipouras
, Alexandros T. Tzallas
, Christos Gogos
, Euripidis Glavas
, Nikolaos Giannakeas:
An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. Array 11: 100078 (2021) - [j33]Katerina D. Tzimourta
, Vasileios Christou, Alexandros T. Tzallas
, Nikolaos Giannakeas, Loukas G. Astrakas
, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
:
Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. Int. J. Neural Syst. 31(5): 2130002:1-2130002:33 (2021) - [j32]Evangelos Antoniou
, Pavlos Bozios, Vasileios Christou
, Katerina D. Tzimourta
, Konstantinos Kalafatakis
, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests. Sensors 21(7): 2339 (2021) - [j31]Aristidis G. Anagnostakis
, Nikolaos Giannakeas
, Markos G. Tsipouras
, Euripidis Glavas
, Alexandros T. Tzallas
:
IoT Micro-Blockchain Fundamentals. Sensors 21(8): 2784 (2021) - [c40]Alexandros Arjmand, M. Pappas, Odysseas Tsakai, V. Christon, Alexandros T. Tzallas
, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Robert D. Goldin, Evripidis Glavas, Nikolaos Giannakeas:
Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. SEEDA-CECNSM 2021: 1-5 - [c39]Vasileios Aspiotis, Dimitrios Peschos, Katerina D. Tzimourta, Markos G. Tsipouras, Al Husein Sami Abosaleh
, Evangelos Antoniou, Nikolaos Giannakeas, Alexandros T. Tzallas
, Euripidis Glavas:
Active touch classification using EEG signals. SEEDA-CECNSM 2021: 1-5 - [c38]Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis
, Alexandros T. Tzallas
, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas:
Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. SEEDA-CECNSM 2021: 1-5 - [c37]Vasiliki Fiska
, Vasiliki Gakilazou, Nikolaos S. Katertsidis, Alexandros T. Tzallas
, Nikolaos Giannakeas, Markos G. Tsipouras:
Automatic Parkinson's tremor assessment with data analysis from daily activities. SEEDA-CECNSM 2021: 1-5 - [c36]Evaggelos Karvounis
, Sofia Polymeni
, Markos G. Tsipouras, Kyriakos Koritsoglou, Dimitrios Tzovaras
:
Smart Beds and Bedding Surfaces for Personalized Patient Care: A Review. SEEDA-CECNSM 2021: 1-8 - [c35]Evaggelos Karvounis
, Maria G. Vavva, Nikolaos Giannakeas, Alexandros T. Tzallas
, Ioannis Smanis, Markos G. Tsipouras:
A Hospital Healthcare Monitoring System Using Internet of Things Technologies. SEEDA-CECNSM 2021: 1-6 - [c34]George S. Maraslidis
, Theodore L. Kottas, Markos G. Tsipouras, George F. Fragulis
:
A Fuzzy Logic Controller for Double Inverted Pendulum on a Cart. SEEDA-CECNSM 2021: 1-8 - 2020
- [j30]Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis:
Stopping rules for a parallel genetic algorithm. Int. J. Comput. Intell. Stud. 9(1/2): 146-160 (2020) - [j29]Kyriakos Koritsoglou, Vasileios Christou
, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas
, Alexandros T. Tzallas:
Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation. Sensors 20(21): 6389 (2020) - [c33]Theodoros Lampros, Konstantinos Kalafatakis
, Ioannis G. Violaris, Nikolaos Giannakeas, Alexandros T. Tzallas
, Markos G. Tsipouras
:
Fetal Heart Beat detection based on Empirical Mode Decomposition, Signal Quality Indices and Correlation Analysis. BIBE 2020: 847-852 - [c32]Vasiliki Fiska
, Nikolaos Giannakeas, Nikolaos S. Katertsidis, Alexandros T. Tzallas
, Konstantinos Kalafatakis
, Markos G. Tsipouras
:
Motor data analysis of Parkinson's disease patients. BIBE 2020: 946-950 - [c31]Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas
, Markos G. Tsipouras
, Nikolaos Giannakeas:
Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. IJCNN 2020: 1-8 - [c30]Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas
, Markos G. Tsipouras
, Constantinos T. Angelis, Georgios Tsoumanis
, Evripidis Glavas
, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas:
Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP 2020: 480-483
2010 – 2019
- 2019
- [j28]Katerina D. Tzimourta
, Theodora Afrantou
, Panagiotis Ioannidis
, Maria Karatzikou, Alexandros T. Tzallas
, Nikolaos Giannakeas
, Loukas G. Astrakas
, Pantelis A. Angelidis, Evripidis Glavas
, Nikolaos Grigoriadis
, Dimitrios G. Tsalikakis, Markos G. Tsipouras
:
Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease. Comput. Electr. Eng. 76: 198-212 (2019) - [j27]Markos G. Tsipouras
:
Spectral information of EEG signals with respect to epilepsy classification. EURASIP J. Adv. Signal Process. 2019: 10 (2019) - [j26]Vasileios Christou, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Gavin Brown
:
Hybrid extreme learning machine approach for heterogeneous neural networks. Neurocomputing 361: 137-150 (2019) - [j25]Thomas I. Tegou, Ilias Kalamaras, Markos G. Tsipouras
, Nikolaos Giannakeas
, Konstantinos Votis
, Dimitrios Tzovaras
:
A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults. Sensors 19(3): 452 (2019) - [c29]Panagiotis A. Bonotis
, Dimosthenis C. Tsouros
, Panagiotis N. Smyrlis
, Alexandros T. Tzallas
, Nikolaos Giannakeas
, Evripidis Glavas
, Markos G. Tsipouras
:
Automated Assessment of Pain Intensity Based on EEG Signal Analysis. BIBE 2019: 583-588 - [c28]Alexandros Arjmand, Constantinos T. Angelis, Alexandros T. Tzallas
, Markos G. Tsipouras
, Evripidis Glavas
, Roberta Forlano
, Pinelopi Manousou
, Nikolaos Giannakeas
:
Deep Learning in Liver Biopsies using Convolutional Neural Networks. TSP 2019: 496-499 - 2018
- [j24]Vasileios Christou, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
Hybrid extreme learning machine approach for homogeneous neural networks. Neurocomputing 311: 397-412 (2018) - [c27]Markos G. Tsipouras
, Dimosthenis C. Tsouros
, Panagiotis N. Smyrlis
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
Random Forests with Stochastic Induction of Decision Trees. ICTAI 2018: 527-531 - [c26]Alexandros Arjmand, Alexandros T. Tzallas
, Markos G. Tsipouras
, Roberta Forlano
, Pinelopi Manousou
, Nikolaos S. Katertsidis, Nikolaos Giannakeas
:
Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques. PETRA 2018: 434-440 - [c25]Markos G. Tsipouras
, Nikolaos Giannakeas
, Thomas I. Tegou, Ilias Kalamaras, Konstantinos Votis
, Dimitrios Tzovaras
:
Assessing the Frailty of Older People using Bluetooth Beacons Data. WiMob 2018: 5-11 - 2017
- [j23]Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Zoe E. Tsianou, Pinelopi Manousou
, Andrew Hall, Ioannis G. Tsoulos, Epameinondas Tsianos:
A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques. Comput. Methods Programs Biomed. 140: 61-68 (2017) - [j22]Maria Tsiplakidou, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Pinelopi Manousou
:
Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing. Inf. 8(1): 36 (2017) - [c24]Nikolaos Giannakeas
, Maria Tsiplakidou, Markos G. Tsipouras
, Pinelopi Manousou
, Roberta Forlano
, Alexandros T. Tzallas
:
Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection. BIBE 2017: 236-240 - [c23]Anna N. Ntagiou, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
Protein Structure Recognition by Means of Sequential Pattern Mining. BIBE 2017: 334-339 - [c22]Markos G. Tsipouras
, Nikolaos Giannakeas
, Stefanos Doumpoulakis, Antonis Voulgaridis, Dimitrios Kikidis, Konstantinos Votis
, Dimitrios Tzovaras
:
Rule Editor for ARDEN Syntax Generation towards a more Effective Self-Management of Asthma Disease Patients. BIBE 2017: 520-524 - [c21]Dimosthenis C. Tsouros
, Panagiotis N. Smyrlis
, Markos G. Tsipouras
, Dimitrios G. Tsalikakis, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Pinelopi Manousou
:
Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. CBMS 2017: 30-34 - [c20]Katerina D. Tzimourta
, Loukas G. Astrakas
, Markos G. Tsipouras
, Nikolaos Giannakeas
, Alexandros T. Tzallas
, Spyridon Konitsiotis:
Wavelet Based Classification of Epileptic Seizures in EEG Signals. CBMS 2017: 35-39 - [c19]Nikolaos Giannakeas
, Markos G. Tsipouras
, Alexandros T. Tzallas
, Maria G. Vavva, Maria Tsimplakidou, Evaggelos C. Karvounis
, Roberta Forlano
, Pinelopi Manousou
:
Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging. CBMS 2017: 40-44 - [c18]Alexandros T. Tzallas
, Nikolaos Giannakeas
, Kostantinos N. Zoulis, Markos G. Tsipouras
, Euripidis Glavas
, Katerina D. Tzimourta
, Loukas G. Astrakas
, Spyridon Konitsiotis:
EEG Classification and Short-Term Epilepsy Prognosis Using Brain Computer Interface Software. CBMS 2017: 349-353 - 2016
- [j21]Nikolaos Giannakeas
, Fanis G. Kalatzis, Markos G. Tsipouras
, Dimitrios I. Fotiadis:
A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid. Signal Image Video Process. 10(4): 719-728 (2016) - [c17]Maria Tsiplakidou, Markos G. Tsipouras
, Pinelopi Manousou
, Nikolaos Giannakeas
, Alexandros T. Tzallas
:
Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing. CBI (2) 2016: 61-67 - 2015
- [j20]Libera Fresiello
, Gianfranco Ferrari, Arianna Di Molfetta, Krzysztof Zielinski
, Alexandros T. Tzallas
, Steven Jacobs
, Marek Darowski, Maciej Kozarski
, Bart Meyns, Nikolaos S. Katertsidis, E. C. Karvounis
, Markos G. Tsipouras
, Maria Giovanna Trivella
:
A cardiovascular simulator tailored for training and clinical uses. J. Biomed. Informatics 57: 100-112 (2015) - [c16]Nikolaos Giannakeas
, Markos G. Tsipouras
, Alexandros T. Tzallas
, Kalliroi Kyriakidi, Zoe E. Tsianou, Pinelopi Manousou
, Andrew Hall, Evaggelos Karvounis
, Vasileios Tsianos, Epameinondas Tsianos:
A clustering based method for collagen proportional area extraction in liver biopsy images. EMBC 2015: 3097-3100 - [c15]Dimitrios Godas, Sotirios Kontogiannis, Markos G. Tsipouras, Stavros Valsamidis, Themistoklis Lazaridis:
A Sensor Based Management and Monitoring System for the Identification of Lambs Focusing on Milk Productivity Upturns. HAICTA 2015: 651-660 - 2014
- [j19]Alexandros T. Tzallas
, Nikolaos S. Katertsidis, Evaggelos Karvounis
, Markos G. Tsipouras
, George Rigas
, Yorgos Goletsis
, Krzysztof Zielinski
, Libera Fresiello
, Arianna Di Molfetta, Gianfranco Ferrari, John V. Terrovitis, Maria Giovanna Trivella
, Dimitrios I. Fotiadis:
Modeling and simulation of speed selection on left ventricular assist devices. Comput. Biol. Medicine 51: 128-139 (2014) - [j18]Jorge Cancela, Matteo Pastorino
, Alexandros T. Tzallas
, Markos G. Tsipouras
, Giorgios Rigas, María Teresa Arredondo
, Dimitrios I. Fotiadis:
Wearability Assessment of a Wearable System for Parkinson's Disease Remote Monitoring Based on a Body Area Network of Sensors. Sensors 14(9): 17235-17255 (2014) - [j17]Alexandros T. Tzallas
, Markos G. Tsipouras
, Georgios Rigas
, Dimitrios G. Tsalikakis, Evaggelos Karvounis
, Maria Chondrogiorgi, Fotis Psomadellis, Jorge Cancela, Matteo Pastorino
, María Teresa Arredondo Waldmeyer
, Spiros Konitsiotis, Dimitrios I. Fotiadis:
PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease. Sensors 14(11): 21329-21357 (2014) - [c14]Markos G. Tsipouras
, Alexandros T. Tzallas
, Evaggelos Karvounis
, Dimitrios G. Tsalikakis, Jorge Cancela, Matteo Pastorino, María Teresa Arredondo Waldmeyer
, Spiros Konitsiotis, Dimitrios I. Fotiadis:
A wearable system for long-term ubiquitous monitoring of common motor symptoms in patients with Parkinson's disease. BHI 2014: 173-176 - 2013
- [j16]Evanthia E. Tripoliti, Alexandros T. Tzallas
, Markos G. Tsipouras
, George Rigas
, Panagiota Bougia, Michael Leontiou, Spiros Konitsiotis, Maria Chondrogiorgi, Sofia Tsouli, Dimitrios I. Fotiadis:
Automatic detection of freezing of gait events in patients with Parkinson's disease. Comput. Methods Programs Biomed. 110(1): 12-26 (2013) - [c13]Dimitrios G. Tsalikakis, Ioannis Nakos, Alexandros T. Tzallas
, Evaggelos Karvounis
, Markos G. Tsipouras
:
Effects of Exercise in Diabetic Rats Using Continuous Wavelet Transform. AMBI-SYS 2013: 41-49 - [c12]Markos G. Tsipouras
, Evaggelos C. Karvounis
, Alexandros T. Tzallas
, Nikolaos S. Katertsidis, Yorgos Goletsis
, Maria Frigerio, Alessandro Verde
, Maria Giovanna Trivella
, Dimitrios I. Fotiadis:
Adverse event prediction in patients with left ventricular assist devices. EMBC 2013: 1314-1317 - 2012
- [j15]Markos G. Tsipouras
, Alexandros T. Tzallas
, George Rigas
, Sofia Tsouli, Dimitrios I. Fotiadis, Spiros Konitsiotis:
An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals. Artif. Intell. Medicine 55(2): 127-135 (2012) - [j14]Nikolaos Giannakeas
, Fanis G. Kalatzis, Markos G. Tsipouras
, Dimitrios I. Fotiadis:
Spot addressing for microarray images structured in hexagonal grids. Comput. Methods Programs Biomed. 106(1): 1-13 (2012) - [j13]George Rigas
, Alexandros T. Tzallas
, Markos G. Tsipouras
, Panagiota Bougia, Evanthia E. Tripoliti, Dina Baga, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis:
Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors. IEEE Trans. Inf. Technol. Biomed. 16(3): 478-487 (2012) - [c11]Evaggelos Karvounis
, Kostas A. Stefanou, Themis P. Exarchos, Alexandros T. Tzallas
, Markos G. Tsipouras
, Dimitrios I. Fotiadis:
A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy. BHI 2012: 695-698 - [c10]Alexandros T. Tzallas
, George Rigas
, Evaggelos Karvounis
, Markos G. Tsipouras
, Yorgos Goletsis
, Krzysztof Zielinski, Libera Fresiello
, Dimitrios I. Fotiadis, Maria Giovanna Trivella
:
A Gaussian Mixture Model to detect suction events in rotary blood pumps. BIBE 2012: 127-131 - [c9]Evaggelos C. Karvounis
, Markos G. Tsipouras
, Alexandros T. Tzallas
, Yorgos Goletsis
, Dimitrios I. Fotiadis, John V. Terrovitis, Maria Giovanna Trivella
:
Knowledge editor and execution engine development for optimal ventricular assist device weaning. EMBC 2012: 1262-1265 - [c8]Markos G. Tsipouras
, Evaggelos C. Karvounis
, Alexandros T. Tzallas
, Yorgos Goletsis
, Dimitrios I. Fotiadis, Stamatis Adamopoulos, Maria Giovanna Trivella
:
Automated knowledge-based fuzzy models generation for weaning of patients receiving Ventricular Assist Device (VAD) therapy. EMBC 2012: 2206-2209 - 2011
- [c7]Markos G. Tsipouras
, Alexandros T. Tzallas
, Dimitrios I. Fotiadis, Spyridon Konitsiotis:
On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease. EMBC 2011: 2679-2682 - 2010
- [c6]Markos G. Tsipouras
, Alexandros T. Tzallas
, Evanthia E. Tripoliti, Georgios Rigas
, Panagiota Bougia, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis:
On Assessing Motor Disorders in Parkinson's Disease. MobiHealth 2010: 35-38
2000 – 2009
- 2009
- [j12]Themis P. Exarchos, Markos G. Tsipouras
, Costas Papaloukas
, Dimitrios I. Fotiadis:
An optimized sequential pattern matching methodology for sequence classification. Knowl. Inf. Syst. 19(2): 249-264 (2009) - [j11]Evaggelos Karvounis
, Markos G. Tsipouras
, Dimitrios I. Fotiadis:
Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings. IEEE Trans. Biomed. Eng. 56(5): 1394-1406 (2009) - [j10]Alexandros T. Tzallas
, Markos G. Tsipouras
, Dimitrios I. Fotiadis:
Epileptic Seizure Detection in EEGs Using Time-Frequency Analysis. IEEE Trans. Inf. Technol. Biomed. 13(5): 703-710 (2009) - 2008
- [b1]Markos G. Tsipouras:
Ευφυείς μέθοδοι διάγνωσης καρδιαγγειακών παθήσεων. University of Ioannina, Greece, 2008 - [j9]Themis P. Exarchos, Markos G. Tsipouras
, Costas Papaloukas
, Dimitrios I. Fotiadis:
A two-stage methodology for sequence classification based on sequential pattern mining and optimization. Data Knowl. Eng. 66(3): 467-487 (2008) - [j8]Markos G. Tsipouras
, Themis P. Exarchos, Dimitrios I. Fotiadis:
A methodology for automated fuzzy model generation. Fuzzy Sets Syst. 159(23): 3201-3220 (2008) - [j7]Markos G. Tsipouras
, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka
, Lampros K. Michalis
:
Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. 12(4): 447-458 (2008) - [c5]Markos G. Tsipouras
, Themis P. Exarchos, Dimitrios I. Fotiadis:
Automated fuzzy model generation through weight and fuzzification parameters' optimization. FUZZ-IEEE 2008: 2186-2193 - 2007
- [j6]