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 (BIBE, 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 (BIBE, 2015)

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 001; Angelo Antonini; Dimitris Gatsios; Spiros Konitsiotis; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (BHI, 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 (CBMS, 2017)

Predicting rapid progression of Parkinson's Disease at baseline patients evaluation. - Kostas M. Tsiouris; Georgios Rigas 001; Dimitrios A. Gatsios; Angelo Antonini; Spiros Konitsiotis; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (EMBC, 2017)

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 001; Spiros Konitsiotis; Angelo Antonini; Dimitrios I. Fotiadis (BHI, 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 001; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (BHI, 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 (EMBC, 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)

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 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 001; Dimitrios I. Fotiadis; et al. (J. Decis. Syst., 2018)

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; et al. (BHI, 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 (BHI, 2019)

Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module. - Kostas M. Tsiouris; Spyridon Konitsiotis; Dimitrios A. Gatsios; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (EMBC, 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)

Decision Support for Medication Change of Parkinson's Disease Patients. - Biljana Mileva-Boshkoska; Dragana Miljkovic; Anita Valmarska; Dimitrios A. Gatsios; George Rigas 001; Spyridon Konitsiotis; Kostas M. Tsiouris; Dimitrios I. Fotiadis; Marko Bohanec (Comput. Methods Programs Biomed., 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; et al. (Enterp. Inf. Syst., 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)

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 (EMBC, 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; et al. (I-ESA Workshops, 2022)

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; et al. (BIBM, 2023)

Multi-Cohort Evaluation of an Automated Sleep Stage Detection Methodology Using ECG and Respiration Signals *. - Kostas M. Tsiouris; George Rigas 001; Styliani Zelilidou; Evangelia Florou; Foivos Kanellos; Eleftherios Kosmas; Ilias Tsimperis; Emmanouil Vagiakis; Dimitrios I. Fotiadis (BIBM, 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; et al. (EMBC, 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 (EMBC, 2023)