Markos G. Tsipouras

According to our database, Markos G. Tsipouras authored at least 107 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An optimized hybrid methodology for non-invasive fetal electrocardiogram signal extraction and monitoring.

Theodoros Lampros, Konstantinos Kalafatakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas

Array, September, 2023

A Dataset of Scalp EEG Recordings of Alzheimer's Disease, Frontotemporal Dementia and Healthy Subjects from Routine EEG.

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

Data, June, 2023

Virtual and Augmented Experience in Virtual Learning Tours.

Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Nikolaos Giannakeas

Inf., May, 2023

Scalable Consensus Over Finite Capacities in Multiagent IoT Ecosystems.

Aristidis G. Anagnostakis, Charilaos Naxakis, Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Euripidis Glavas

IEEE Internet Things J., 2023

Mind the Move: Developing a Brain-Computer Interface Game with Left-Right Motor Imagery.

Georgios Prapas, Kosmas Glavas, Katerina D. Tzimourta, Alexandros T. Tzallas, Markos G. Tsipouras

Inf., 2023

Cognitive Assessment Based on Electroencephalography Analysis in Virtual and Augmented Reality Environments, Using Head Mounted Displays: A Systematic Review.

Foteini Gramouseni, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras

Big Data Cogn. Comput., 2023

Machine Learning Algorithms for Epilepsy Detection Based on Published EEG Databases: A Systematic Review.

Andreas Miltiadous, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Konstantinos Kalafatakis, Alexandros T. Tzallas

IEEE Access, 2023

Exploring Ensemble Machine Learning Models for Attention and Memory Assesment.

Foteini Gramouseni, Georgios Prapas, Christos Bellos, Pantelis Angelidis, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the 46th International Conference on Telecommunications and Signal Processing, 2023

Design and Implementation of a Real-time Brain-Computer Interface for an Electric Wheelchair.

Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Markos G. Tsipouras

Proceedings of the 46th International Conference on Telecommunications and Signal Processing, 2023

A Comparative Testing of Yolov8-Based Algorithm for Cancer Biopsy Images: Case Study on Pannuke Pan-Cancer Dataset.

Panagiotis N. Smyrlis, Odysseas Tsakai, Konstantinos Vogklis, Nikolaos Giannakeas, Alexandros T. Tzallas, George F. Fragulis, Markos G. Tsipouras

Proceedings of the 8th South-East Europe Design Automation, 2023

Real-Time Brain-Computer Interface Control of a Wheelchair Using Motor Imagery Commands.

Kosmas Glavas, Georgios Prapas, Aimilia Ntetska, Pinelopi Adamakidou, Pantelis Angelidis, Markos G. Tsipouras

Proceedings of the 8th South-East Europe Design Automation, 2023

Brain-De-Fer A Brain-Computer Interface Game for Mind Contest.

Konstantinos D. Georgitsaros, Konstantinos B. Palegkas, Pantelis Angelidis, Markos G. Tsipouras

Proceedings of the 8th South-East Europe Design Automation, 2023

Fetal ECG Extraction Based on Overcomplete ICA and Empirical Wavelet Transform.

Theodoros Lampros, Nikolaos Giannakeas, Konstantinos Kalafatakis, Markos G. Tsipouras, Alexandros T. Tzallas

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Enhanced Alzheimer's disease and Frontotemporal Dementia EEG Detection: Combining lightGBM Gradient Boosting with Complexity Features.

Andreas Miltiadous, Katerina D. Tzimourta, Vasileios Aspiotis, Theodora Afrantou, Markos G. Tsipouras, Nikolaos Giannakeas, Euripidis Glavas, Alexandros T. Tzallas

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Deep-in-Biopsies: AI-supported biopsy image processing for accurate pathology diagnosis and staging.

Odysseas Tsakai, Panagiotis N. Smyrlis, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

A Novel Approach for Cancer Image Segmentation.

Panagiotis N. Smyrlis, Konstantinos Vogklis, Odysseas Tsakai, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Heterogeneous hybrid extreme learning machine for temperature sensor accuracy improvement.

Vasileios Christou, Kyriakos Koritsoglou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Evripidis Glavas, Alexandros T. Tzallas

Expert Syst. Appl., October, 2022

Evaluating the Window Size's Role in Automatic EEG Epilepsy Detection.

Vasileios Christou, Andreas Miltiadous, Ioannis G. Tsoulos, Evaggelos Karvounis, Katerina D. Tzimourta, Markos G. Tsipouras, Nikolaos P. Anastasopoulos, Alexandros T. Tzallas, Nikolaos Giannakeas

Sensors, 2022

Assessing Electroencephalography as a Stress Indicator: A VR High-Altitude Scenario Monitored through EEG and ECG.

Vasileios Aspiotis, Andreas Miltiadous, Konstantinos Kalafatakis, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras, Dimitrios Peschos, Euripidis Glavas, Alexandros T. Tzallas

Sensors, 2022

Design of a Fuzzy Logic Controller for the Double Pendulum Inverted on a Cart.

George S. Maraslidis, Theodore L. Kottas, Markos G. Tsipouras, George F. Fragulis

Inf., 2022

Automatic Hemiplegia Type Detection (Right or Left) Using the Levenberg-Marquardt Backpropagation Method.

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

Inf., 2022

Ensemble Convolutional Neural Network Classification for Pancreatic Steatosis Assessment in Biopsy Images.

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

Inf., 2022

Classification of EEG signals from young adults with dyslexia combining a Brain Computer Interface device and an Interactive Linguistic Software Tool.

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

Biomed. Signal Process. Control., 2022

Pediatric Epilepsy Assessment Based on EEG Analysis.

Yannis Misirlis, Katerina D. Tzimourta, Pantelis Angelidis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras

Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Intra-User Analysis Based on Brain-Computer Interface Controlled Game.

Kosmas Glavas, Georgios Prapas, Katerina D. Tzimourta, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the 45th International Conference on Telecommunications and Signal Processing, 2022

Analysis of Emotions through the Use of Physiological Signals.

Konstantinos Sakkas, Alexandra Tsogka, Athanasios Gkimitzoudis, Nikolaos Giannakeas, Katerina D. Tzimourta, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas

Proceedings of the 7th South-East Europe Design Automation, 2022

Motor Imagery Approach for BCI Game Development.

Georgios Prapas, Kosmas Glavas, Alexandros T. Tzallas, Katerina D. Tzimourta, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the 7th South-East Europe Design Automation, 2022

An overview of power supply technologies for Unmanned Aerial Vehicles (UAVs) and machine vision applications.

Antonios Pekias, George S. Maraslidis, Markos G. Tsipouras, Fotis N. Koumboulis, George F. Fragulis

Proceedings of the 7th South-East Europe Design Automation, 2022

A non-invasive closed-loop diagnostic and therapeutic wearable device for diabetic hyperglycemia prevention: System Architecture.

Vasiliki Fiska, Sofia Evangelou, Nikolaos Giannakeas, Alexandros T. Tzallas, Pantelis Angelidis, Markos G. Tsipouras

Proceedings of the 7th South-East Europe Design Automation, 2022

Virtual and augmented experience in cultural places: The perspective of integration in the learning process.

Fotios Bosmos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas

Proceedings of the 7th South-East Europe Design Automation, 2022

A Fairness-aware Coverage Algorithm for Drone Swarms.

Konstantinos Bezas, Georgios Tsoumanis, Kyriakos Koritsoglou, Konstantinos Oikonomou, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras, Constantinos T. Angelis

Proceedings of the 7th South-East Europe Design Automation, 2022

A peer, "wallet-only" consensus schema for ownership transfer over finite populations.

Aristidis G. Anagnostakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras, Euripidis Glavas

Proceedings of the 7th South-East Europe Design Automation, 2022

2021

EEG-Based Eye Movement Recognition Using Brain-Computer Interface and Random Forests.

Evangelos Antoniou, Pavlos Bozios, Vasileios Christou, Katerina D. Tzimourta, Konstantinos Kalafatakis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas

Sensors, 2021

IoT Micro-Blockchain Fundamentals.

Aristidis G. Anagnostakis, Nikolaos Giannakeas, Markos G. Tsipouras, Euripidis Glavas, Alexandros T. Tzallas

Sensors, 2021

Machine Learning Algorithms and Statistical Approaches for Alzheimer's Disease Analysis Based on Resting-State EEG Recordings: A Systematic Review.

Katerina D. Tzimourta, Vasileios Christou, Alexandros T. Tzallas, Nikolaos Giannakeas, Loukas G. Astrakas, Pantelis Angelidis, Dimitrios G. Tsalikakis, Markos G. Tsipouras

Int. J. Neural Syst., 2021

An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images.

Alexandros Arjmand, Vasileios Christou, Ioannis G. Tsoulos, Markos G. Tsipouras, Alexandros T. Tzallas, Christos Gogos, Euripidis Glavas, Nikolaos Giannakeas

Array, 2021

A Fuzzy Logic Controller for Double Inverted Pendulum on a Cart.

George S. Maraslidis, Theodore L. Kottas, Markos G. Tsipouras, George F. Fragulis

Proceedings of the 6th South-East Europe Design Automation, 2021

A Hospital Healthcare Monitoring System Using Internet of Things Technologies.

Evaggelos Karvounis, Maria G. Vavva, Nikolaos Giannakeas, Alexandros T. Tzallas, Ioannis Smanis, Markos G. Tsipouras

Proceedings of the 6th South-East Europe Design Automation, 2021

Smart Beds and Bedding Surfaces for Personalized Patient Care: A Review.

Evaggelos Karvounis, Sofia Polymeni, Markos G. Tsipouras, Kyriakos Koritsoglou, Dimitrios Tzovaras

Proceedings of the 6th South-East Europe Design Automation, 2021

Automatic Parkinson's tremor assessment with data analysis from daily activities.

Vasiliki Fiska, Vasiliki Gakilazou, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Nikolaos Giannakeas, Markos G. Tsipouras

Proceedings of the 6th South-East Europe Design Automation, 2021

Neural Network-Based approach for Hemiplegia Detection via Accelerometer Signals.

Vasileios Christou, Alexandros Arjmand, Dimitrios Dimopoulos, Dimitrios Varvarousis, Alexandros T. Tzallas, Christos Gogos, Markos G. Tsipouras, Avraam Ploumis, Nikolaos Giannakeas

Proceedings of the 6th South-East Europe Design Automation, 2021

Active touch classification using EEG signals.

Vasileios Aspiotis, Dimitrios Peschos, Katerina D. Tzimourta, Markos G. Tsipouras, Al Husein Sami Abosaleh, Evangelos Antoniou, Nikolaos Giannakeas, Alexandros T. Tzallas, Euripidis Glavas

Proceedings of the 6th South-East Europe Design Automation, 2021

Automated Quantification of Pancreatic Steatosis in Biopsy Images using a Classification Based System.

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

Proceedings of the 6th South-East Europe Design Automation, 2021

2020

Improving the Accuracy of Low-Cost Sensor Measurements for Freezer Automation.

Kyriakos Koritsoglou, Vasileios Christou, Georgios Ntritsos, Georgios Tsoumanis, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas

Sensors, 2020

Stopping rules for a parallel genetic algorithm.

Ioannis G. Tsoulos, Alexandros T. Tzallas, Markos G. Tsipouras, Vasileios Christou, Dimitrios G. Tsalikakis

Int. J. Comput. Intell. Stud., 2020

Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images.

Alexandros Arjmand, Vasileios Christou, Alexandros T. Tzallas, Markos G. Tsipouras, Constantinos T. Angelis, Georgios Tsoumanis, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas

Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020

Self-Adaptive Hybrid Extreme Learning Machine for Heterogeneous Neural Networks.

Vasileios Christou, Georgios Ntritsos, Alexandros T. Tzallas, Markos G. Tsipouras, Nikolaos Giannakeas

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fetal Heart Beat detection based on Empirical Mode Decomposition, Signal Quality Indices and Correlation Analysis.

Theodoros Lampros, Konstantinos Kalafatakis, Ioannis G. Violaris, Nikolaos Giannakeas, Alexandros T. Tzallas, Markos G. Tsipouras

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Motor data analysis of Parkinson's disease patients.

Vasiliki Fiska, Nikolaos Giannakeas, Nikolaos S. Katertsidis, Alexandros T. Tzallas, Konstantinos Kalafatakis, Markos G. Tsipouras

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

A Low-Cost Indoor Activity Monitoring System for Detecting Frailty in Older Adults.

Thomas I. Tegou, Ilias Kalamaras, Markos G. Tsipouras, Nikolaos Giannakeas, Konstantinos Votis, Dimitrios Tzovaras

Sensors, 2019

Hybrid extreme learning machine approach for heterogeneous neural networks.

Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Gavin Brown

Neurocomputing, 2019

Spectral information of EEG signals with respect to epilepsy classification.

Markos G. Tsipouras

EURASIP J. Adv. Signal Process., 2019

Analysis of electroencephalographic signals complexity regarding Alzheimer's Disease.

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

Comput. Electr. Eng., 2019

Deep Learning in Liver Biopsies using Convolutional Neural Networks.

Alexandros Arjmand, Constantinos T. Angelis, Alexandros T. Tzallas, Markos G. Tsipouras, Evripidis Glavas, Roberta Forlano, Pinelopi Manousou, Nikolaos Giannakeas

Proceedings of the 42nd International Conference on Telecommunications and Signal Processing, 2019

Automated Assessment of Pain Intensity Based on EEG Signal Analysis.

Panagiotis A. Bonotis, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Alexandros T. Tzallas, Nikolaos Giannakeas, Evripidis Glavas, Markos G. Tsipouras

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Hybrid extreme learning machine approach for homogeneous neural networks.

Vasileios Christou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas

Neurocomputing, 2018

Assessing the Frailty of Older People using Bluetooth Beacons Data.

Markos G. Tsipouras, Nikolaos Giannakeas, Thomas I. Tegou, Ilias Kalamaras, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the 14th International Conference on Wireless and Mobile Computing, 2018

Fat Droplets Identification in Liver Biopsies using Supervised Learning Techniques.

Alexandros Arjmand, Alexandros T. Tzallas, Markos G. Tsipouras, Roberta Forlano, Pinelopi Manousou, Nikolaos S. Katertsidis, Nikolaos Giannakeas

Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Random Forests with Stochastic Induction of Decision Trees.

Markos G. Tsipouras, Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Nikolaos Giannakeas, Alexandros T. Tzallas

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Automated Detection of Liver Histopathological Findings Based on Biopsy Image Processing.

Maria Tsiplakidou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou

Inf., 2017

A methodology for automated CPA extraction using liver biopsy image analysis and machine learning techniques.

Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Ioannis G. Tsoulos, Epameinondas Tsianos

Comput. Methods Programs Biomed., 2017

Wavelet Based Classification of Epileptic Seizures in EEG Signals.

Katerina D. Tzimourta, Loukas G. Astrakas, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas, Spyridon Konitsiotis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

EEG Classification and Short-Term Epilepsy Prognosis Using Brain Computer Interface Software.

Alexandros T. Tzallas, Nikolaos Giannakeas, Kostantinos N. Zoulis, Markos G. Tsipouras, Euripidis Glavas, Katerina D. Tzimourta, Loukas G. Astrakas, Spyridon Konitsiotis

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Automated Collagen Proportional Area Extraction in Liver Biopsy Images Using a Novel Classification via Clustering Algorithm.

Dimosthenis C. Tsouros, Panagiotis N. Smyrlis, Markos G. Tsipouras, Dimitrios G. Tsalikakis, Nikolaos Giannakeas, Alexandros T. Tzallas, Pinelopi Manousou

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Measuring Steatosis in Liver Biopsies Using Machine Learning and Morphological Imaging.

Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Maria G. Vavva, Maria Tsimplakidou, Evaggelos C. Karvounis, Roberta Forlano, Pinelopi Manousou

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

Rule Editor for ARDEN Syntax Generation towards a more Effective Self-Management of Asthma Disease Patients.

Markos G. Tsipouras, Nikolaos Giannakeas, Stefanos Doumpoulakis, Antonis Voulgaridis, Dimitrios Kikidis, Konstantinos Votis, Dimitrios Tzovaras

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

Protein Structure Recognition by Means of Sequential Pattern Mining.

Anna N. Ntagiou, Markos G. Tsipouras, Nikolaos Giannakeas, Alexandros T. Tzallas

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

Image Enhancement of Routine Biopsies: A Case for Liver Tissue Detection.

Nikolaos Giannakeas, Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Roberta Forlano, Alexandros T. Tzallas

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016

A generalized methodology for the gridding of microarray images with rectangular or hexagonal grid.

Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis

Signal Image Video Process., 2016

Automated Hepatic Steatosis Assessment through Liver Biopsy Image Processing.

Maria Tsiplakidou, Markos G. Tsipouras, Pinelopi Manousou, Nikolaos Giannakeas, Alexandros T. Tzallas

Proceedings of the 18th IEEE Conference on Business Informatics, 2016

2015

A cardiovascular simulator tailored for training and clinical uses.

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

J. Biomed. Informatics, 2015

A Sensor Based Management and Monitoring System for the Identification of Lambs Focusing on Milk Productivity Upturns.

Dimitrios Godas, Sotirios Kontogiannis, Markos G. Tsipouras, Stavros Valsamidis, Themistoklis Lazaridis

Proceedings of the 7th International Conference on Information and Communication Technologies in Agriculture, 2015

A clustering based method for collagen proportional area extraction in liver biopsy images.

Nikolaos Giannakeas, Markos G. Tsipouras, Alexandros T. Tzallas, Kalliroi Kyriakidi, Zoe E. Tsianou, Pinelopi Manousou, Andrew Hall, Evaggelos Karvounis, Vasileios Tsianos, Epameinondas Tsianos

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease.

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

Sensors, 2014

Wearability Assessment of a Wearable System for Parkinson's Disease Remote Monitoring Based on a Body Area Network of Sensors.

Jorge Cancela, Matteo Pastorino, Alexandros T. Tzallas, Markos G. Tsipouras, Giorgios Rigas, María Teresa Arredondo, Dimitrios I. Fotiadis

Sensors, 2014

Modeling and simulation of speed selection on left ventricular assist devices.

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

Comput. Biol. Medicine, 2014

A wearable system for long-term ubiquitous monitoring of common motor symptoms in patients with Parkinson's disease.

Markos G. Tsipouras, Alexandros T. Tzallas, Evaggelos Karvounis, Dimitrios G. Tsalikakis, Jorge Cancela, Matteo Pastorino, María Teresa Arredondo Waldmeyer, Spiros Konitsiotis, Dimitrios I. Fotiadis

Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013

Automatic detection of freezing of gait events in patients with Parkinson's disease.

Evanthia E. Tripoliti, Alexandros T. Tzallas, Markos G. Tsipouras, George Rigas, Panagiota Bougia, Michael Leontiou, Spiros Konitsiotis, Maria Chondrogiorgi, Sofia Tsouli, Dimitrios I. Fotiadis

Comput. Methods Programs Biomed., 2013

Adverse event prediction in patients with left ventricular assist devices.

Markos G. Tsipouras, Evaggelos C. Karvounis, Alexandros T. Tzallas, Nikolaos S. Katertsidis, Yorgos Goletsis, Maria Frigerio, Alessandro Verde, Maria Giovanna Trivella, Dimitrios I. Fotiadis

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Effects of Exercise in Diabetic Rats Using Continuous Wavelet Transform.

Dimitrios G. Tsalikakis, Ioannis Nakos, Alexandros T. Tzallas, Evaggelos Karvounis, Markos G. Tsipouras

Proceedings of the Ambient Media and Systems - Third International ICST Conference, 2013

2012

Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors.

George Rigas, Alexandros T. Tzallas, Markos G. Tsipouras, Panagiota Bougia, Evanthia E. Tripoliti, Dina Baga, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis

IEEE Trans. Inf. Technol. Biomed., 2012

Spot addressing for microarray images structured in hexagonal grids.

Nikolaos Giannakeas, Fanis G. Kalatzis, Markos G. Tsipouras, Dimitrios I. Fotiadis

Comput. Methods Programs Biomed., 2012

An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals.

Markos G. Tsipouras, Alexandros T. Tzallas, George Rigas, Sofia Tsouli, Dimitrios I. Fotiadis, Spiros Konitsiotis

Artif. Intell. Medicine, 2012

Automated knowledge-based fuzzy models generation for weaning of patients receiving Ventricular Assist Device (VAD) therapy.

Markos G. Tsipouras, Evaggelos C. Karvounis, Alexandros T. Tzallas, Yorgos Goletsis, Dimitrios I. Fotiadis, Stamatis Adamopoulos, Maria Giovanna Trivella

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Knowledge editor and execution engine development for optimal ventricular assist device weaning.

Evaggelos C. Karvounis, Markos G. Tsipouras, Alexandros T. Tzallas, Yorgos Goletsis, Dimitrios I. Fotiadis, John V. Terrovitis, Maria Giovanna Trivella

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A Gaussian Mixture Model to detect suction events in rotary blood pumps.

Alexandros T. Tzallas, George Rigas, Evaggelos Karvounis, Markos G. Tsipouras, Yorgos Goletsis, Krzysztof Zielinski, Libera Fresiello, Dimitrios I. Fotiadis, Maria Giovanna Trivella

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

A treatment decision support system for patients receiving Ventricular Assist Device (VAD) therapy.

Evaggelos Karvounis, Kostas A. Stefanou, Themis P. Exarchos, Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011

On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease.

Markos G. Tsipouras, Alexandros T. Tzallas, Dimitrios I. Fotiadis, Spyridon Konitsiotis

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

On Assessing Motor Disorders in Parkinson's Disease.

Markos G. Tsipouras, Alexandros T. Tzallas, Evanthia E. Tripoliti, Georgios Rigas, Panagiota Bougia, Dimitrios I. Fotiadis, Sofia Tsouli, Spiros Konitsiotis

Proceedings of the Wireless Mobile Communication and Healthcare, 2010

2009

Epileptic Seizure Detection in EEGs Using Time-Frequency Analysis.

Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis

IEEE Trans. Inf. Technol. Biomed., 2009

Detection of Fetal Heart Rate Through 3-D Phase Space Analysis From Multivariate Abdominal Recordings.

Evaggelos Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis

IEEE Trans. Biomed. Eng., 2009

An optimized sequential pattern matching methodology for sequence classification.

Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis

Knowl. Inf. Syst., 2009

2008

Ευφυείς μέθοδοι διάγνωσης καρδιαγγειακών παθήσεων

Markos G. Tsipouras

PhD thesis, 2008

Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling.

Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, K. V. Vakalis, K. K. Naka, Lampros K. Michalis

IEEE Trans. Inf. Technol. Biomed., 2008

A methodology for automated fuzzy model generation.

Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis

Fuzzy Sets Syst., 2008

A two-stage methodology for sequence classification based on sequential pattern mining and optimization.

Themis P. Exarchos, Markos G. Tsipouras, Costas Papaloukas, Dimitrios I. Fotiadis

Data Knowl. Eng., 2008

Automated fuzzy model generation through weight and fuzzification parameters' optimization.

Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis

Proceedings of the FUZZ-IEEE 2008, 2008

2007

An Automated Methodology for Fetal Heart Rate Extraction From the Abdominal Electrocardiogram.

E. C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, K. K. Naka

IEEE Trans. Inf. Technol. Biomed., 2007

A Framework for Fuzzy Expert System Creation - Application to Cardiovascular Diseases.

Markos G. Tsipouras, Costas Voglis, Dimitrios I. Fotiadis

IEEE Trans. Biomed. Eng., 2007

Automatic Seizure Detection Based on Time-Frequency Analysis and Artificial Neural Networks.

Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis

Comput. Intell. Neurosci., 2007

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.

Themis P. Exarchos, Markos G. Tsipouras, Costas P. Exarchos, Costas Papaloukas, Dimitrios I. Fotiadis, Lampros K. Michalis

Artif. Intell. Medicine, 2007

A Time-Frequency Based Method for the Detection of Epileptic Seizures in EEG Recordings.

Alexandros T. Tzallas, Markos G. Tsipouras, Dimitrios I. Fotiadis

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006

A Comparison of Methodologies for Fuzzy Expert System Creation - Application to Arrhythmic Beat Classification.

Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Decision Support System for the Diagnosis of Coronary Artery Disease.

Markos G. Tsipouras, Themis P. Exarchos, Dimitrios I. Fotiadis, Anna P. Kotsia, Aikaterinh Naka, Lampros K. Michalis

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

A Method for Fetal Heart Rate Extraction Based on Time-Frequency Analysis.

Evaggelos C. Karvounis, Markos G. Tsipouras, Dimitrios I. Fotiadis, Katerina K. Naka

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

An arrhythmia classification system based on the RR-interval signal.

Markos G. Tsipouras, Dimitrios I. Fotiadis, D. A. Sideris

Artif. Intell. Medicine, 2005

2004

Automatic arrhythmia detection based on time and time-frequency analysis of heart rate variability.

Markos G. Tsipouras, Dimitrios I. Fotiadis

Comput. Methods Programs Biomed., 2004