Markos G. Tsipouras

119 papers B 12C 8Journal 55Unranked 43

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer's Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG. Data Aimilia Ntetska, Andreas Miltiadous, Markos G. Tsipouras, Katerina D. Tzimourta, Theodora Afrantou, Panagiotis Ioannidis, Dimitrios G. Tsalikakis, Konstantinos Sakkas, Emmanouil D. Oikonomou, Nikolaos Grigoriadis, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas
2025	J	`jnl`	A Mapping Study on JavaScript Quality Attributes and Metrics. J. Softw. Evol. Process. Ioannis Zozas, Stamatia Bibi, Apostolos Ampatzoglou, Elvira-Maria Arvanitou, Pantelis Angelidis, Markos G. Tsipouras
2025	J	`jnl`	An evolutionary extreme learning machine algorithm for multi-cube unit single-layer neural networks. Appl. Soft Comput. Vasileios Christou, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Georgios Tsoumanis, Nikolaos Giannakeas
2025	J	`jnl`	From Pixels to Prognosis: Deep Learning Methods in Abdominal Aortic Aneurysm Imaging. IEEE Access Aimilia Ntetska, Panagiotis N. Smyrlis, Foteini Dimaraki, Katerina D. Tzimourta, Markos G. Tsipouras, Pantelis Angelidis
2025	C	`conf`	Validating the Greek Translation of the Godspeed Robotics Questionnaire by Interactive Workshop. BIBE Vasiliki Mantiou, Vasiliki Fiska, Konstantinos Mitsopoulos, Kostas Nizamis, Markos G. Tsipouras, Spiros Nikolopoulos, Panagiotis Polygerinos, Eleftheria Vellidou, Konstantinos Papadopoulos, Panagiotis D. Bamidis, Alexander Astaras, Alkinoos Athanasiou
2025	J	`jnl`	X-Balloon: A cloud-based platform for annotation and reinforced deep learning in digital pathology images. SoftwareX Odysseas Tsakai, Andreas Miltiadous, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2024	—	`conf`	Aorta localization in Computed Tomography images: A YoloV9 segmentation approach. SEEDA-CECNSM Panagiotis N. Smyrlis, Gabriela R. Stancu, Foteini Dimaraki, Aimilia Ntetska, Thomai Karamitsou, Katerina D. Tzimourta, Markos G. Tsipouras, Pantelis Angelidis
2024	J	`jnl`	Brain-Computer Interface Controlled Drones: A Systematic Review. IEEE Access Kosmas Glavas, Katerina D. Tzimourta, Pantelis Angelidis, Stamatia Bibi, Markos G. Tsipouras
2024	J	`jnl`	Empowering Individuals With Disabilities: A 4-DoF BCI Wheelchair Using MI and EOG Signals. IEEE Access Kosmas Glavas, Katerina D. Tzimourta, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2024	—	`conf`	Yolov9 models for cancer detection in biopsy images: segmentation on pan-cancer data. SEEDA-CECNSM Panagiotis N. Smyrlis, Aimilia Ntetska, Thomai Karamitsou, Foteini Dimaraki, Katerina D. Tzimourta, Pantelis Angelidis, Markos G. Tsipouras
2023	—	`conf`	A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset. SEEDA-CECNSM Panagiotis N. Smyrlis, Odysseas Tsakai, Konstantinos Vogklis, Nikolaos Giannakeas, Alexandros T. Tzallas, George F. Fragulis, Markos G. Tsipouras
2023	J	`jnl`	A Dataset of Scalp EEG Recordings of Alzheimer's Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG. Data 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
2023	—	`conf`	A Novel Approach for Cancer Image Segmentation. BIBM Panagiotis N. Smyrlis, Konstantinos Vogklis, Odysseas Tsakai, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2023	J	`jnl`	An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring. Array Theodoros Lampros, Konstantinos Kalafatakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2023	—	`conf`	Augmenting Education. iMETA Foteini Gramouseni, Georgios Prapas, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	—	`conf`	Augmenting Reality in Mountain Routes. iMETA Georgios Prapas, Kosmas Glavas, Foteini Gramouseni, Christos Bellos, Antonis Sarantidis, Nikos Theodoropoulos, Rania Schoretsaniti, Yannis Ziogas, Markos G. Tsipouras
2023	—	`conf`	Brain-De-Fer A Brain-Computer Interface Game for Mind Contest. SEEDA-CECNSM Konstantinos D. Georgitsaros, Konstantinos B. Palegkas, Pantelis Angelidis, Markos G. Tsipouras
2023	J	`jnl`	Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review. Big Data Cogn. Comput. Foteini Gramouseni, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	—	`conf`	Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging. BIBM Odysseas Tsakai, Panagiotis N. Smyrlis, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2023	—	`conf`	Design and Implementation of a Real-time Brain-Computer Interface for an Electric Wheelchair. TSP Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Markos G. Tsipouras
2023	B	`conf`	Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features. CBMS Andreas Miltiadous, Katerina D. Tzimourta, Vasileios Aspiotis, Theodora Afrantou, Markos G. Tsipouras, Nikolaos Giannakeas, Euripidis Glavas, Alexandros T. Tzallas
2023	—	`conf`	Exploring Ensemble Machine Learning Models for Attention and Memory Assesment. TSP Foteini Gramouseni, Georgios Prapas, Christos Bellos, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras
2023	—	`conf`	Fetal ECG Extraction Based on Overcomplete ICA and Empirical Wavelet Transform. AIAI (Workshops) Theodoros Lampros, Nikolaos Giannakeas, Konstantinos Kalafatakis, Markos G. Tsipouras, Alexandros T. Tzallas
2023	J	`jnl`	Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review. IEEE Access Andreas Miltiadous, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis, Alexandros T. Tzallas
2023	J	`jnl`	Mind the Move: Developing a Brain-Computer Interface Game with Left-Right Motor Imagery. Inf. Georgios Prapas, Kosmas Glavas, Katerina D. Tzimourta, Alexandros T. Tzallas, Markos G. Tsipouras
2023	—	`conf`	Real-Time Brain-Computer Interface Control of a Wheelchair Using Motor Imagery Commands. SEEDA-CECNSM Kosmas Glavas, Georgios Prapas, Aimilia Ntetska, Pinelopi Adamakidou, Pantelis Angelidis, Markos G. Tsipouras
2023	J	`jnl`	Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems. IEEE Internet Things J. Aristidis G. Anagnostakis, Charilaos Naxakis, Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Euripidis Glavas
2023	J	`jnl`	Virtual and Augmented Experience in Virtual Learning Tours. Inf. Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Nikolaos Giannakeas
2022	—	`conf`	A Fairness-aware Coverage Algorithm for Drone Swarms. SEEDA-CECNSM Konstantinos Bezas, Georgios Tsoumanis, Kyriakos Koritsoglou, Konstantinos Oikonomou, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras, Constantinos T. Angelis
2022	—	`conf`	A non-invasive closed-loop diagnostic and therapeutic wearable device for diabetic hyperglycemia prevention: System Architecture. SEEDA-CECNSM Vasiliki Fiska, Sofia Evangelou, Nikolaos Giannakeas, Alexandros T. Tzallas, Pantelis Angelidis, Markos G. Tsipouras
2022	—	`conf`	A peer, "wallet-only" consensus schema for ownership transfer over finite populations. SEEDA-CECNSM Aristidis G. Anagnostakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras, Euripidis Glavas
2022	—	`conf`	An overview of power supply technologies for Unmanned Aerial Vehicles (UAVs) and machine vision applications. SEEDA-CECNSM Antonios Pekias, George S. Maraslidis, Markos G. Tsipouras, Fotis N. Koumboulis, George F. Fragulis
2022	—	`conf`	Analysis of Emotions through the Use of Physiological Signals. SEEDA-CECNSM Konstantinos Sakkas, Alexandra Tsogka, Athanasios Gkimitzoudis, Nikolaos Giannakeas, Katerina D. Tzimourta, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2022	J	`jnl`	Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG. Sensors Vasileios Aspiotis, Andreas Miltiadous, Konstantinos Kalafatakis, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Dimitrios Peschos, Euripidis Glavas, Alexandros T. Tzallas
2022	J	`jnl`	Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method. Inf. 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
2022	J	`jnl`	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. 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
2022	J	`jnl`	Design of a Fuzzy Logic Controller for the Double Pendulum Inverted on a Cart. Inf. George S. Maraslidis, Theodore L. Kottas, Markos G. Tsipouras, George F. Fragulis
2022	J	`jnl`	Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images. Inf. 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
2022	J	`jnl`	Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection. Sensors Vasileios Christou, Andreas Miltiadous, Ioannis G. Tsoulos, Evaggelos Karvounis, Katerina D. Tzimourta, Markos G. Tsipouras, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas, Nikolaos Giannakeas
2022	J	`jnl`	Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement. Expert Syst. Appl. Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas
2022	—	`conf`	Intra-User Analysis Based on Brain-Computer Interface Controlled Game. TSP Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2022	—	`conf`	Motor Imagery Approach for BCI Game Development. SEEDA-CECNSM Georgios Prapas, Kosmas Glavas, Alexandros T. Tzallas, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras
2022	—	`conf`	Pediatric Epilepsy Assessment Based on EEG Analysis. TSP Yannis Misirlis, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras
2022	—	`conf`	Virtual and augmented experience in cultural places: The perspective of integration in the learning process. SEEDA-CECNSM Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2021	—	`conf`	A Fuzzy Logic Controller for Double Inverted Pendulum on a Cart. SEEDA-CECNSM George S. Maraslidis, Theodore L. Kottas, Markos G. Tsipouras, George F. Fragulis
2021	—	`conf`	A Hospital Healthcare Monitoring System Using Internet of Things Technologies. SEEDA-CECNSM Evaggelos Karvounis, Maria G. Vavva, Nikolaos Giannakeas, Alexandros T. Tzallas, Ioannis Smanis, Markos G. Tsipouras
2021	—	`conf`	Active touch classification using EEG signals. SEEDA-CECNSM Vasileios Aspiotis, Dimitrios Peschos, Katerina D. Tzimourta, Markos G. Tsipouras, Al Husein Sami Abosaleh, Evangelos Antoniou, Nikolaos Giannakeas, Alexandros T. Tzallas, Euripidis Glavas
2021	J	`jnl`	An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images. Array Alexandros Arjmand, Vasileios Christou, Ioannis G. Tsoulos, Markos G. Tsipouras, Alexandros T. Tzallas, Christos Gogos, Euripidis Glavas, Nikolaos Giannakeas
2021	—	`conf`	Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System. SEEDA-CECNSM 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
2021	—	`conf`	Automatic Parkinson's tremor assessment with data analysis from daily activities. SEEDA-CECNSM Vasiliki Fiska, Vasiliki Gakilazou, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras
2021	J	`jnl`	EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests. Sensors Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta, Konstantinos Kalafatakis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2021	J	`jnl`	IoT Micro-Blockchain Fundamentals. Sensors Aristidis G. Anagnostakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas
2021	J	`jnl`	Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review. Int. J. Neural Syst. Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras
2021	—	`conf`	Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals. SEEDA-CECNSM Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas
2021	—	`conf`	Smart Beds and Bedding Surfaces for Personalized Patient Care: A Review. SEEDA-CECNSM Evaggelos Karvounis, Sofia Polymeni, Markos G. Tsipouras, Kyriakos Koritsoglou, Dimitrios Tzovaras
2020	C	`conf`	Fetal Heart Beat detection based on Empirical Mode Decomposition, Signal Quality Indices and Correlation Analysis. BIBE Theodoros Lampros, Konstantinos Kalafatakis, Ioannis G. Violaris, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras
2020	J	`jnl`	Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation. Sensors Kyriakos Koritsoglou, Vasileios Christou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2020	C	`conf`	Motor data analysis of Parkinson's disease patients. BIBE Vasiliki Fiska, Nikolaos Giannakeas, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Konstantinos Kalafatakis, Markos G. Tsipouras
2020	B	`conf`	Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks. IJCNN Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas
2020	J	`jnl`	Stopping rules for a parallel genetic algorithm. Int. J. Comput. Intell. Stud. Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis
2020	—	`conf`	Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images. TSP Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
2019	J	`jnl`	A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults. Sensors Thomas I. Tegou, Ilias Kalamaras, Markos G. Tsipouras, Nikolaos Giannakeas, Konstantinos Votis, Dimitrios Tzovaras
2019	J	`jnl`	Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease. Comput. Electr. Eng. 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
2019	C	`conf`	Automated Assessment of Pain Intensity Based on EEG Signal Analysis. BIBE Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras
2019	—	`conf`	Deep Learning in Liver Biopsies using Convolutional Neural Networks. TSP Alexandros Arjmand, Constantinos T. Angelis, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas
2019	J	`jnl`	Hybrid extreme learning machine approach for heterogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Gavin Brown
2019	J	`jnl`	Spectral information of EEG signals with respect to epilepsy classification. EURASIP J. Adv. Signal Process. Markos G. Tsipouras
2018	B	`conf`	Assessing the Frailty of Older People using Bluetooth Beacons Data. WiMob Markos G. Tsipouras, Nikolaos Giannakeas, Thomas I. Tegou, Ilias Kalamaras, Konstantinos Votis, Dimitrios Tzovaras
2018	—	`conf`	Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques. PETRA Alexandros Arjmand, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Nikolaos S. Katertsidis, Nikolaos Giannakeas
2018	J	`jnl`	Hybrid extreme learning machine approach for homogeneous neural networks. Neurocomputing Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2018	B	`conf`	Random Forests with Stochastic Induction of Decision Trees. ICTAI Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas
2017	J	`jnl`	A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques. Comput. Methods Programs Biomed. Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Ioannis G. Tsoulos, Epameinondas Tsianos
2017	B	`conf`	Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm. CBMS Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Markos G. Tsipouras, Dimitrios G. Tsalikakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou
2017	J	`jnl`	Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing. Inf. Maria Tsiplakidou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou
2017	B	`conf`	EEG Classification and Short-Term Epilepsy Prognosis Using Brain Computer Interface Software. CBMS Alexandros T. Tzallas, Nikolaos Giannakeas, Kostantinos N. Zoulis, Markos G. Tsipouras, Euripidis Glavas, Katerina D. Tzimourta, Loukas G. Astrakas, Spyridon Konitsiotis
2017	C	`conf`	Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection. BIBE Nikolaos Giannakeas, Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Roberta Forlano, Alexandros T. Tzallas
2017	B	`conf`	Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging. CBMS Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Maria G. Vavva, Maria Tsimplakidou, Evaggelos C. Karvounis, Roberta Forlano, Pinelopi Manousou
2017	C	`conf`	Protein Structure Recognition by Means of Sequential Pattern Mining. BIBE Anna N. Ntagiou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas
2017	C	`conf`	Rule Editor for ARDEN Syntax Generation towards a more Effective Self-Management of Asthma Disease Patients. BIBE Markos G. Tsipouras, Nikolaos Giannakeas, Stefanos Doumpoulakis, Antonis Voulgaridis, Dimitrios Kikidis, Konstantinos Votis, Dimitrios Tzovaras
2017	B	`conf`	Wavelet Based Classification of Epileptic Seizures in EEG Signals. CBMS Katerina D. Tzimourta, Loukas G. Astrakas, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Spyridon Konitsiotis
2016	J	`jnl`	A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid. Signal Image Video Process. Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis
2016	—	`conf`	Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing. CBI (2) Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Nikolaos Giannakeas, Alexandros T. Tzallas
2015	—	`conf`	A Sensor Based Management and Monitoring System for the Identification of Lambs Focusing on Milk Productivity Upturns. HAICTA Dimitrios Godas, Sotirios Kontogiannis, Markos G. Tsipouras, Stavros Valsamidis, Themistoklis Lazaridis
2015	J	`jnl`	A cardiovascular simulator tailored for training and clinical uses. J. Biomed. Informatics 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
2015	—	`conf`	A clustering based method for collagen proportional area extraction in liver biopsy images. EMBC Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Kalliroi Kyriakidi, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Evaggelos Karvounis, Vasileios Tsianos, Epameinondas Tsianos
2014	—	`conf`	A wearable system for long-term ubiquitous monitoring of common motor symptoms in patients with Parkinson's disease. BHI Markos G. Tsipouras, Alexandros T. Tzallas, Evaggelos Karvounis, Dimitrios G. Tsalikakis, Jorge Cancela, Matteo Pastorino, María Teresa Arredondo Waldmeyer, Spiros Konitsiotis, Dimitrios I. Fotiadis
2014	J	`jnl`	Modeling and simulation of speed selection on left ventricular assist devices. Comput. Biol. Medicine 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
2014	J	`jnl`	PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease. Sensors 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
2014	J	`jnl`	Wearability Assessment of a Wearable System for Parkinson's Disease Remote Monitoring Based on a Body Area Network of Sensors. Sensors Jorge Cancela, Matteo Pastorino, Alexandros T. Tzallas, Markos G. Tsipouras, Giorgios Rigas, María Teresa Arredondo, Dimitrios I. Fotiadis
2013	—	`conf`	Adverse event prediction in patients with left ventricular assist devices. EMBC Markos G. Tsipouras, Evaggelos C. Karvounis, Alexandros T. Tzallas, Nikolaos S. Katertsidis, Yorgos Goletsis, Maria Frigerio, Alessandro Verde, Maria Giovanna Trivella, Dimitrios I. Fotiadis
2013	J	`jnl`	Automatic detection of freezing of gait events in patients with Parkinson's disease. Comput. Methods Programs Biomed. Evanthia E. Tripoliti, Alexandros T. Tzallas, Markos G. Tsipouras, George Rigas, Panagiota Bougia, Michael Leontiou, Spiros Konitsiotis, Maria Chondrogiorgi, Sofia Tsouli, Dimitrios I. Fotiadis
2013	—	`conf`	Effects of Exercise in Diabetic Rats Using Continuous Wavelet Transform. AMBI-SYS Dimitrios G. Tsalikakis, Ioannis Nakos, Alexandros T. Tzallas, Evaggelos Karvounis, Markos G. Tsipouras
2012	C	`conf`	A Gaussian Mixture Model to detect suction events in rotary blood pumps. BIBE Alexandros T. Tzallas, George Rigas, Evaggelos Karvounis, Markos G. Tsipouras, Yorgos Goletsis, Krzysztof Zielinski, Libera Fresiello, Dimitrios I. Fotiadis, Maria Giovanna Trivella
2012	—	`conf`	A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy. BHI Evaggelos Karvounis, Kostas A. Stefanou, Themis P. Exarchos, Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
2012	J	`jnl`	An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals. Artif. Intell. Medicine Markos G. Tsipouras, Alexandros T. Tzallas, George Rigas, Sofia Tsouli, Dimitrios I. Fotiadis, Spiros Konitsiotis
2012	J	`jnl`	Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors. IEEE Trans. Inf. Technol. Biomed. George Rigas, Alexandros T. Tzallas, Markos G. Tsipouras, Panagiota Bougia, Evanthia E. Tripoliti, Dina Baga, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis
2012	—	`conf`	Automated knowledge-based fuzzy models generation for weaning of patients receiving Ventricular Assist Device (VAD) therapy. EMBC Markos G. Tsipouras, Evaggelos C. Karvounis, Alexandros T. Tzallas, Yorgos Goletsis, Dimitrios I. Fotiadis, Stamatis Adamopoulos, Maria Giovanna Trivella
2012	—	`conf`	Knowledge editor and execution engine development for optimal ventricular assist device weaning. EMBC Evaggelos C. Karvounis, Markos G. Tsipouras, Alexandros T. Tzallas, Yorgos Goletsis, Dimitrios I. Fotiadis, John V. Terrovitis, Maria Giovanna Trivella
2012	J	`jnl`	Spot addressing for microarray images structured in hexagonal grids. Comput. Methods Programs Biomed. Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis
2011	—	`conf`	On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease. EMBC Markos G. Tsipouras, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spyridon Konitsiotis
2010	—	`conf`	On Assessing Motor Disorders in Parkinson's Disease. MobiHealth Markos G. Tsipouras, Alexandros T. Tzallas, Evanthia E. Tripoliti, Georgios Rigas, Panagiota Bougia, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis
2009	J	`jnl`	An optimized sequential pattern matching methodology for sequence classification. Knowl. Inf. Syst. Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis
2009	J	`jnl`	Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings. IEEE Trans. Biomed. Eng. Evaggelos Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis
2009	J	`jnl`	Epileptic Seizure Detection in EEGs Using Time-Frequency Analysis. IEEE Trans. Inf. Technol. Biomed. Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
2008	J	`jnl`	A methodology for automated fuzzy model generation. Fuzzy Sets Syst. Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
2008	J	`jnl`	A two-stage methodology for sequence classification based on sequential pattern mining and optimization. Data Knowl. Eng. Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis
2008	J	`jnl`	Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling. IEEE Trans. Inf. Technol. Biomed. Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis
2008	B	`conf`	Automated fuzzy model generation through weight and fuzzification parameters' optimization. FUZZ-IEEE Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
2008	—	`—`	Ευφυείς μέθοδοι διάγνωσης καρδιαγγειακών παθήσεων Markos G. Tsipouras
2007	J	`jnl`	A Framework for Fuzzy Expert System Creation - Application to Cardiovascular Diseases. IEEE Trans. Biomed. Eng. Markos G. Tsipouras, Costas Voglis, Dimitrios I. Fotiadis
2007	B	`conf`	A Time-Frequency Based Method for the Detection of Epileptic Seizures in EEG Recordings. CBMS Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
2007	J	`jnl`	A methodology for the automated creation of fuzzy expert systems for ischaemic and arrhythmic beat classification based on a set of rules obtained by a decision tree. Artif. Intell. Medicine Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis
2007	J	`jnl`	An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram. IEEE Trans. Inf. Technol. Biomed. E. C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, K. K. Naka
2007	J	`jnl`	Automatic Seizure Detection Based on Time-Frequency Analysis and Artificial Neural Networks. Comput. Intell. Neurosci. Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis
2006	—	`conf`	A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification. EMBC Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis
2006	B	`conf`	A Decision Support System for the Diagnosis of Coronary Artery Disease. CBMS Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, Aikaterinh Naka, Lampros K. Michalis
2006	B	`conf`	A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis. CBMS Evaggelos C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, Katerina K. Naka
2005	J	`jnl`	An arrhythmia classification system based on the RR-interval signal. Artif. Intell. Medicine Markos G. Tsipouras, Dimitrios I. Fotiadis, D. A. Sideris
2004	J	`jnl`	Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability. Comput. Methods Programs Biomed. Markos G. Tsipouras, Dimitrios I. Fotiadis