A Data Mining Based Approach for the EEG Transient Event Detection and Classification. - Themis P. Exarchos; Alexandros T. Tzallas; Dimitrios I. Fotiadis; Spiros Konitsiotis; Sotirios Giannopoulos (CBMS, 2005)

EEG Transient Event Detection and Classification Using Association Rules. - Themis P. Exarchos; Alexandros T. Tzallas; Dimitrios I. Fotiadis; Spiros Konitsiotis; Sotirios Giannopoulos (IEEE Trans. Inf. Technol. Biomed., 2006)

PERFORM: A system for the monitoring and management of persons with chronic motor neurodegenerative disorders: A study on Parkinson's Disease and Amyotrophic Lateral Sclerosis. - Dina Baga; Dimitrios I. Fotiadis; Spiros Konitsiotis; Metin Akay (PervasiveHealth, 2009)

On Assessing Motor Disorders in Parkinson's Disease. - Markos G. Tsipouras; Alexandros T. Tzallas; Evanthia E. Tripoliti; Georgios Rigas 001; Panagiota Bougia; Dimitrios I. Fotiadis; Sofia Tsouli; Spiros Konitsiotis (MobiHealth, 2010)

On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease. - Markos G. Tsipouras; Alexandros T. Tzallas; Dimitrios I. Fotiadis; Spyridon Konitsiotis (EMBC, 2011)

An automated methodology for levodopa-induced dyskinesia: Assessment based on gyroscope and accelerometer signals. - Markos G. Tsipouras; Alexandros T. Tzallas; George Rigas 001; Sofia Tsouli; Dimitrios I. Fotiadis; Spiros Konitsiotis (Artif. Intell. Medicine, 2012)

Using partial decision trees to predict Parkinson's symptoms: A new approach for diagnosis and therapy in patients suffering from Parkinson's disease. - Themis P. Exarchos; Alexandros T. Tzallas; Dina Baga; Dimitra Chaloglou; Dimitrios I. Fotiadis; Sofia Tsouli; Maria Diakou; Spiros Konitsiotis (Comput. Biol. Medicine, 2012)

Assessment of Tremor Activity in the Parkinson's Disease Using a Set of Wearable Sensors. - George Rigas 001; 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)

Automatic detection of freezing of gait events in patients with Parkinson's disease. - Evanthia E. Tripoliti; Alexandros T. Tzallas; Markos G. Tsipouras; George Rigas 001; Panagiota Bougia; Michael Leontiou; Spiros Konitsiotis; Maria Chondrogiorgi; Sofia Tsouli; Dimitrios I. Fotiadis (Comput. Methods Programs Biomed., 2013)

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 (BHI, 2014)

PERFORM: A System for Monitoring, Assessment and Management of Patients with Parkinson's Disease. - Alexandros T. Tzallas; Markos G. Tsipouras; Georgios Rigas 001; Dimitrios G. Tsalikakis; Evaggelos Karvounis; Maria Chondrogiorgi; Fotis Psomadellis; Jorge Cancela; Matteo Pastorino; María Teresa Arredondo Waldmeyer; Spiros Konitsiotis; Dimitrios I. Fotiadis (Sensors, 2014)

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)

Monitoring of motor and non-motor symptoms of Parkinson's disease through a mHealth platform. - Jorge Cancela; Samanta Villanueva Mascato; Dimitrios A. Gatsios; George Rigas 001; Andrea Marcante; Giovanni Gentile; Roberta Biundo; Manuela Giglio; Maria Chondrogiorgi; Robert Vilzmann; Spiros Konitsiotis; Angelo Antonini; et al. (EMBC, 2016)

ALZCARE: An information system for screening, management and tracking of demented patients. - Vasilios C. Protopappas; Konstantinos Tsiouris; Maria Chondrogiorgi; Christos Tsironis; Spiros Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2016)

Tremor UPDRS estimation in home environment. - George Rigas 001; Dimitris Gatsios; Dimitrios I. Fotiadis; Maria Chondrogiorgi; Christos Tsironis; Spyridon Konitsiotis; Giovanni Gentile; Andrea Marcante; Angelo Antonini (EMBC, 2016)

Combining Multitask Learning and Short Time Series Analysis in Parkinson's Disease Patients Stratification. - Anita Valmarska; Dragana Miljkovic; Spiros Konitsiotis; Dimitris Gatsios; Nada Lavrac; Marko Robnik-Sikonja (AIME, 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 001; Angelo Antonini; Dimitris Gatsios; Spiros Konitsiotis; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (BHI, 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 (CBMS, 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 (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)

Symptoms and medications change patterns for Parkinson's disease patients stratification. - Anita Valmarska; Dragana Miljkovic; Spiros Konitsiotis; Dimitris Gatsios; Nada Lavrac; Marko Robnik-Sikonja (Artif. Intell. 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)

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)

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)

ProMiSi Architecture - A Tool for the Estimation of the Progression of Multiple Sclerosis Disease using MRI. - Evanthia E. Tripoliti; Styliani Zelilidou; Kostas Vlahos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (BIBE, 2019)

On-Body Sensor Position Identification with a Simple, Robust and Accurate Method, Validated in Patients with Parkinson's Disease. - Nikolaos Kostikis; George A. Rigas 001; Nikolaos S. Tachos; Spiros Konitsiotis; Dimitrios I. Fotiadis (EMBC, 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 (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 a mHealth clinical decision support system for Parkinson's disease: a theoretically grounded user needs approach. - Lada Timotijevic; C. E. Hodgkins; Adrian Banks; Patrice Rusconi; Bernadette Egan; M. Peacock; Ellen Seiss; M. M. L. Touray; Heather Gage; Clelia Pellicano; Gianfranco Spalletta; Francesca Assogna; et al. (BMC Medical Informatics Decis. Mak., 2020)

Clustering based Segmentation of MR Images for the Delineation and Monitoring of Multiple Sclerosis Progression. - Styliani P. Zelilidou; Evanthia E. Tripoliti; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (BIBE, 2021)

Exploring the knowledge and views of Greek Neurologists regarding Palliative Care Topics. - Irini Nixina; Dimitrios A. Gatsios; Piret Paal; Spiridon Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2021)

Design of a clinical decision support system powered by mhealth for the management of Parkinson's disease. - Dimitrios A. Gatsios; Georgios Rigas 001; Spyridon Konitsiotis (SEEDA-CECNSM, 2021)

Configurable Offline Sensor Placement Identification for a Medical Device Monitoring Parkinson's Disease. - Nikolaos Kostikis; George Rigas 001; Spyridon Konitsiotis; Dimitrios I. Fotiadis (Sensors, 2021)

Foot Pressure Wearable Sensors for Freezing of Gait Detection in Parkinson's Disease. - Andrea Marcante; Roberto Di Marco; Giovanni Gentile; Clelia Pellicano; Francesca Assogna; Francesco Ernesto Pontieri; Gianfranco Spalletta; Lucia Macchiusi; Dimitris Gatsios; Alexandros Giannakis; Maria Chondrogiorgi; Spyridon Konitsiotis; et al. (Sensors, 2021)

White Matter Lesion Segmentation for Multiple Sclerosis Patients implementing deep learning. - Theofilos G. Papadopoulos; Evanthia E. Tripoliti; Daphni Plati; Styliani Zelilidou; Kostas Vlachos; Spiros Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

Multiple Sclerosis Severity Estimation and Progression Prediction Based on Machine Learning Techniques. - Daphni Plati; Evanthia E. Tripoliti; Styliani Zelilidou; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

Segmentation and volume quantification of MR Images for the detection and monitoring multiple sclerosis progression. - Styliani P. Zelilidou; Evanthia E. Tripoliti; Kostas I. Vlachos; Spyridon Konitsiotis; Dimitrios I. Fotiadis (EMBC, 2022)

Feasibility of an mHealth Closed-Loop System for the Optimization of Parkinson's Disease Treatment. - Dimitrios A. Gatsios; George Rigas 001; Georgios Bourazanis; Spyridon Konitsiotis (SEEDA-CECNSM, 2023)

Clinical Evaluation in Parkinson's Disease: Is the Golden Standard Shiny Enough? - Foivos Kanellos; Konstantinos I. Tsamis; Georgios Rigas 001; Yannis V. Simos; Andreas P. Katsenos; Gerasimos Kartsakalis; Dimitrios I. Fotiadis; Patra Vezyraki; Dimitrios Peschos; Spyridon Konitsiotis (Sensors, 2023)

An Inertial-Based Wearable System for Monitoring Vital Signs during Sleep. - Spyridon Kontaxis; Foivos Kanellos; Adamantios Ntanis; Nicholas Kostikis; Spyridon Konitsiotis; George Rigas 001 (Sensors, 2024)