Kostas M. Tsiouris

24 papers B 1C 2Journal 7Unranked 14

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	A Machine Learning Model for the prediction of the progression of carotid arterial stenoses. EMBC 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
2023	—	`conf`	CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity BIBM 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
2023	—	`conf`	Multi-Cohort Evaluation of an Automated Sleep Stage Detection Methodology Using ECG and Respiration Signals BIBM Kostas M. Tsiouris, George Rigas, Styliani Zelilidou, Evangelia Florou, Foivos Kanellos, Eleftherios Kosmas, Ilias Tsimperis, Emmanouil Vagiakis, Dimitrios I. Fotiadis
2023	—	`conf`	Risk Stratification for Cardiotoxicity in Breast Cancer Patients: Predicting Early Decline of LVEF After Treatment. EMBC 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
2022	—	`conf`	Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training. EMBC Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitris Gatsios, Marousa Pavlou, Dimitrios I. Fotiadis
2022	—	`conf`	Healthier and Independent Living of the Elderly: Interoperability in a Cross-Project Pilot. I-ESA Workshops 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
2020	J	`jnl`	A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback. Frontiers Digit. Health Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitrios A. Gatsios, Dimitrios I. Fotiadis
2020	—	`conf`	Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module. EMBC Kostas M. Tsiouris, Spyridon Konitsiotis, Dimitrios A. Gatsios, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2020	J	`jnl`	Decision Support for Medication Change of Parkinson's Disease Patients. Comput. Methods Programs Biomed. Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec
2020	J	`jnl`	Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures. Enterp. Inf. Syst. 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
2020	J	`jnl`	Prognostic factors of Rapid symptoms progression in patients with newly diagnosed parkinson's disease. Artif. Intell. Medicine Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2019	—	`conf`	Unsupervised Seizure Detection based on Rhythmical Activity and Spike Detection in EEG Signals. BHI Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2019	—	`conf`	When vestibular rehabilitation can assist: findings with use of data mining. BHI 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
2018	J	`jnl`	A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals. Comput. Biol. Medicine Kostas M. Tsiouris, Vasileios C. Pezoulas, Michalis E. Zervakis, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2018	—	`conf`	A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients. BHI Kostas M. Tsiouris, Dimitrios A. Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis
2018	J	`jnl`	A decision support system for Parkinson disease management: expert models for suggesting medication change. J. Decis. Syst. 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
2018	J	`jnl`	A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation. Biomed. Signal Process. Control. Kostas M. Tsiouris, Sofia Markoula, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2018	—	`conf`	An Unsupervised Methodology for the Detection of Epileptic Seizures Using EEG Signals: A Multi-Dataset Evaluation. EMBC Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2018	—	`conf`	Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings. BHI Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Georgios Rigas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2017	B	`conf`	Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data. CBMS Kostas M. Tsiouris, Vasileios C. Pezoulas, Dimitrios D. Koutsouris, Michalis E. Zervakis, Dimitrios I. Fotiadis
2017	—	`conf`	Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system. BHI Kostas M. Tsiouris, Georgios Rigas, Angelo Antonini, Dimitris Gatsios, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2017	—	`conf`	Predicting rapid progression of Parkinson's Disease at baseline patients evaluation. EMBC Kostas M. Tsiouris, Georgios Rigas, Dimitrios A. Gatsios, Angelo Antonini, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2015	C	`conf`	An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals. BIBE Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Antonis I. Sakellarios, Dimitrios I. Fotiadis
2015	C	`conf`	Design and implementation of processes for the primary care in the healthcare system of Greece. BIBE Athanasios N. Papadopoulos, Kostas M. Tsiouris, Ioannis G. Pappas, Michael E. Zervakis, Dimitrios D. Koutsouris, Themis P. Exarchos, Dimitrios I. Fotiadis