Kostas M. Tsiouris

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 24

Top Topics

Cancer Patients

Decision Support

Machine Learning

Epileptic Seizures

Top Venues

Publications

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
Risk Stratification for Cardiotoxicity in Breast Cancer Patients: Predicting Early Decline of LVEF After Treatment. EMBC (2023)
Kostas M. Tsiouris, George Rigas, Styliani Zelilidou, Evangelia Florou, Foivos Kanellos, Eleftherios Kosmas, Ilias Tsimperis, Emmanouil Vagiakis, Dimitrios I. Fotiadis
. BIBM (2023)
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
. BIBM (2023)
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
A Machine Learning Model for the prediction of the progression of carotid arterial stenoses. EMBC (2023)
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
Healthier and Independent Living of the Elderly: Interoperability in a Cross-Project Pilot. I-ESA Workshops (2022)
Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitris Gatsios, Marousa Pavlou, Dimitrios I. Fotiadis
Emotional Models for the Estimation of Arousal and Pleasure in Older Adults During Balance Rehabilitation Training. EMBC (2022)
Kostas M. Tsiouris, Vassilios D. Tsakanikas, Dimitrios A. Gatsios, Dimitrios I. Fotiadis
A Review of Virtual Coaching Systems in Healthcare: Closing the Loop With Real-Time Feedback. Frontiers Digit. Health 2 (2020)
Kostas M. Tsiouris, Spyridon Konitsiotis, Dimitrios A. Gatsios, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module. EMBC (2020)
Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Prognostic factors of Rapid symptoms progression in patients with newly diagnosed parkinson's disease. Artif. Intell. Medicine 103 (2020)
Biljana Mileva-Boshkoska, Dragana Miljkovic, Anita Valmarska, Dimitrios A. Gatsios, George Rigas, Spyridon Konitsiotis, Kostas M. Tsiouris, Dimitrios I. Fotiadis, Marko Bohanec
Decision Support for Medication Change of Parkinson's Disease Patients. Comput. Methods Programs Biomed. 196 (2020)
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
Designing interoperable telehealth platforms: bridging IoT devices with cloud infrastructures. Enterp. Inf. Syst. 14 (8) (2020)
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
When vestibular rehabilitation can assist: findings with use of data mining. BHI (2019)
Kostas M. Tsiouris, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Unsupervised Seizure Detection based on Rhythmical Activity and Spike Detection in EEG Signals. BHI (2019)
Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Georgios Rigas, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Unsupervised detection of epileptic seizures from EEG signals: A channel-specific analysis of long-term recordings. BHI (2018)
Kostas M. Tsiouris, Vasileios C. Pezoulas, Michalis E. Zervakis, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals. Comput. Biol. Medicine 99 (2018)
Kostas M. Tsiouris, Sofia Markoula, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
A robust unsupervised epileptic seizure detection methodology to accelerate large EEG database evaluation. Biomed. Signal Process. Control. 40 (2018)
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
A decision support system for Parkinson disease management: expert models for suggesting medication change. J. Decis. Syst. 27 (Supp) (2018)
Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
An Unsupervised Methodology for the Detection of Epileptic Seizures Using EEG Signals: A Multi-Dataset Evaluation. EMBC (2018)
Kostas M. Tsiouris, Dimitrios A. Gatsios, Georgios Rigas, Spiros Konitsiotis, Angelo Antonini, Dimitrios I. Fotiadis
A decision support system based on rapid progression rules to enhance baseline evaluation of Parkinson's disease patients. BHI (2018)
Kostas M. Tsiouris, Vasileios C. Pezoulas, Dimitrios D. Koutsouris, Michalis E. Zervakis, Dimitrios I. Fotiadis
Discrimination of Preictal and Interictal Brain States from Long-Term EEG Data. CBMS (2017)
Kostas M. Tsiouris, Georgios Rigas, Angelo Antonini, Dimitris Gatsios, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system. BHI (2017)
Kostas M. Tsiouris, Georgios Rigas, Dimitrios A. Gatsios, Angelo Antonini, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
Predicting rapid progression of Parkinson's Disease at baseline patients evaluation. EMBC (2017)
Kostas M. Tsiouris, Spiros Konitsiotis, Sofia Markoula, Dimitrios D. Koutsouris, Antonis I. Sakellarios, Dimitrios I. Fotiadis
An unsupervised methodology for the detection of epileptic seizures in long-term EEG signals. BIBE (2015)
Athanasios N. Papadopoulos, Kostas M. Tsiouris, Ioannis G. Pappas, Michael E. Zervakis, Dimitrios D. Koutsouris, Themis P. Exarchos, Dimitrios I. Fotiadis
Design and implementation of processes for the primary care in the healthcare system of Greece. BIBE (2015)