Kostas M. Tsiouris

According to our database, Kostas M. Tsiouris authored at least 24 papers between 2015 and 2023.

Collaborative distances:

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

2023

Risk Stratification for Cardiotoxicity in Breast Cancer Patients: Predicting Early Decline of LVEF After Treatment.

Kostas M. Tsiouris, Alexandros Mitsis, Grigoris Grigoriadis, Georgia S. Karanasiou, Lampros Lakkas, Davide Mauri, Angeliki Maria Toli, Alexia Alexandraki, Kalliopi Keramida, Daniela Cardinale, Dimitrios I. Fotiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

A Machine Learning Model for the prediction of the progression of carotid arterial stenoses.

Panagiotis K. Siogkas, Dimitrios S. Pleouras, Vasilis D. Tsakanikas, Vassiliki T. Potsika, Kostas M. Tsiouris, Antonis I. Sakellarios, Evdokia Karamouzi, Foteini Lagiou, George Charalampopoulos, George Galyfos, Fragiska Sigala, Igor Koncar, Dimitrios I. Fotiadis

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Multi-Cohort Evaluation of an Automated Sleep Stage Detection Methodology Using ECG and Respiration Signals ^*.

Kostas M. Tsiouris, George Rigas, Styliani Zelilidou, Evangelia Florou, Foivos Kanellos, Eleftherios Kosmas, Ilias Tsimperis, Emmanouil Vagiakis, Dimitrios I. Fotiadis

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

CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity^*.

Kostas M. Tsiouris, Grigorios Kalliatakis, Ketti Mazzocco, Bostjan Seruga, Kostas Marias, Georgia S. Karanasiou, Athos Antoniades, Andri Papakonstantinou, Constanza Conti, Manolis Tsiknakis, Stelios Sfakianakis, Lampros Lakkas, Gerasimos Filippatos, Anca I. D. Bucur, Dimitrios I. Fotiadis, Georgios C. Manikis, Davide Mauri, Anastasia Constantinidou, Elsa Pacella

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

2022

Healthier and Independent Living of the Elderly: Interoperability in a Cross-Project Pilot.

Carlos Agostinho, Andreia Pimenta, Maria Marques, Kostas M. Tsiouris, Fanis Kalatzis, Christos Nikitas, Eleftheria Iliadou, Mattia Occhipinti, Ioannis N. Kouris, Dimitrios D. Koutsouris, Ioannis Basdekis, Konstantina Koloutsou, Luigi Gallo, Giueppe De Pietro, Ricardo Jardim-Gonçalves

Proceedings of Interoperability for Enterprise Systems and Applications Workshops co-located with 11th International Conference on Interoperability for Enterprise Systems and Applications (I-ESA 2022), 2022

Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training.

Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitris Gatsios, Marousa Pavlou, Dimitrios I. Fotiadis

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2020

A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback.

Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitrios A. Gatsios, Dimitrios I. Fotiadis

Frontiers Digit. Health, 2020

Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures.

Kostas M. Tsiouris, Dimitrios A. Gatsios, Vassilios D. Tsakanikas, Athanasios A. Pardalis, Ioannis N. Kouris, Thelma Androutsou, Marilena Tarousi, Natasa Vujnovic Sedlar, Iason Somarakis, Fariba Mostajeran, Nenad Filipovic, Harm op den Akker, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Enterp. Inf. Syst., 2020

Decision Support for Medication Change of Parkinson's Disease Patients.

Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec

Comput. Methods Programs Biomed., 2020

Prognostic factors of Rapid symptoms progression in patients with newly diagnosed parkinson's disease.

Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Artif. Intell. Medicine, 2020

Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module.

Kostas M. Tsiouris, Spyridon Konitsiotis, Dimitrios A. Gatsios, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Unsupervised Seizure Detection based on Rhythmical Activity and Spike Detection in EEG Signals.

Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

When vestibular rehabilitation can assist: findings with use of data mining.

Dimitrios A. Gatsios, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Dimitrios Kikidis, Athanasios Bibas, Christos Nikitas, Doris Eva Bamiou, Linda Luxon, Christoph Maurer, Floris L. Wuyts, Laura Celis, Leen Maes, Themis P. Exarchos

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

A decision support system for Parkinson disease management: expert models for suggesting medication change.

Marko Bohanec, Dragana Miljkovic, Anita Valmarska, Biljana Mileva-Boshkoska, Elisabetta Gasparoli, Giovanni Gentile, Konstantinos Koutsikos, Andrea Marcante, Angelo Antonini, Dimitrios A. Gatsios, George Rigas, Dimitrios I. Fotiadis, Kostas M. Tsiouris, Spiros Konitsiotis

J. Decis. Syst., 2018

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals.

Kostas M. Tsiouris, Vasileios C. Pezoulas, Michalis E. Zervakis, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2018

A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation.

Kostas M. Tsiouris, Sofia Markoula, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Biomed. Signal Process. Control., 2018

An Unsupervised Methodology for the Detection of Epileptic Seizures Using EEG Signals: A Multi-Dataset Evaluation.

Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings.

Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Georgios Rigas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients.

Kostas M. Tsiouris, Dimitrios A. Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017

Predicting rapid progression of Parkinson's Disease at baseline patients evaluation.

Kostas M. Tsiouris, Georgios Rigas, Dimitrios A. Gatsios, Angelo Antonini, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data.

Kostas M. Tsiouris, Vasileios C. Pezoulas, Dimitrios D. Koutsouris, Michalis E. Zervakis, Dimitrios I. Fotiadis

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

Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system.

Kostas M. Tsiouris, Georgios Rigas, Angelo Antonini, Dimitris Gatsios, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2015

An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals.

Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Antonis I. Sakellarios, Dimitrios I. Fotiadis

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Design and implementation of processes for the primary care in the healthcare system of Greece.

Athanasios N. Papadopoulos, Kostas M. Tsiouris, Ioannis G. Pappas, Michael E. Zervakis, Dimitrios D. Koutsouris, Themis P. Exarchos, Dimitrios I. Fotiadis

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015