Works by Kokkotis, Christos

Results: 63

Artificial Intelligence as Assessment Tool in Occupational Therapy: A Scoping Review.

Published in:

BioMedInformatics, 2025, v. 5, n. 2, p. 22, doi. 10.3390/biomedinformatics5020022

By:

Kokkotis, Christos;
Kansizoglou, Ioannis;
Stampoulis, Theodoros;
Giannakou, Erasmia;
Siaperas, Panagiotis;
Kallidis, Stavros;
Koutra, Maria;
Koutra, Christina;
Beneka, Anastasia;
Bebetsos, Evangelos

Publication type:

Article

Neurocognitive Impairment After COVID-19: Mechanisms, Phenotypes, and Links to Alzheimer's Disease.

Published in:

Brain Sciences (2076-3425), 2025, v. 15, n. 6, p. 564, doi. 10.3390/brainsci15060564

By:

Doskas, Triantafyllos;
Vavougios, George D.;
Kormas, Constantinos;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Spiliopoulos, Kanellos C.;
Tsiakiri, Anna;
Christidi, Foteini;
Aravidou, Tamara;
Dekavallas, Liberis;
Kazis, Dimitrios;
Dardiotis, Efthimios;
Vadikolias, Konstantinos

Publication type:

Article

Explainable Machine Learning in the Prediction of Depression.

Published in:

Diagnostics (2075-4418), 2025, v. 15, n. 11, p. 1412, doi. 10.3390/diagnostics15111412

By:

Mimikou, Christina;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Tsamakis, Konstantinos;
Savvidou, Stella;
Modig, Lillian;
Christidi, Foteini;
Kaltsatou, Antonia;
Doskas, Triantafyllos;
Mueller, Christoph;
Serdari, Aspasia;
Anagnostopoulos, Kostas;
Tripsianis, Gregory

Publication type:

Article

Artificial Intelligence and the Human–Computer Interaction in Occupational Therapy: A Scoping Review.

Published in:

Algorithms, 2025, v. 18, n. 5, p. 276, doi. 10.3390/a18050276

By:

Kansizoglou, Ioannis;
Kokkotis, Christos;
Stampoulis, Theodoros;
Giannakou, Erasmia;
Siaperas, Panagiotis;
Kallidis, Stavros;
Koutra, Maria;
Malliou, Paraskevi;
Michalopoulou, Maria;
Gasteratos, Antonios

Publication type:

Article

Innovative Visualization Approach for Biomechanical Time Series in Stroke Diagnosis Using Explainable Machine Learning Methods: A Proof-of-Concept Study.

Published in:

Information (2078-2489), 2023, v. 14, n. 10, p. 559, doi. 10.3390/info14100559

By:

Apostolidis, Kyriakos;
Kokkotis, Christos;
Karakasis, Evangelos;
Karampina, Evangeli;
Moustakidis, Serafeim;
Menychtas, Dimitrios;
Giarmatzis, Georgios;
Tsiptsios, Dimitrios;
Vadikolias, Konstantinos;
Aggelousis, Nikolaos

Publication type:

Article

The Effect of Protein Supplementation and Playing Time on Recovery Kinetics During a Congested Basketball Schedule.

Published in:

Nutrients, 2025, v. 17, n. 1, p. 128, doi. 10.3390/nu17010128

By:

Pantazis, Dimitrios;
Avloniti, Alexandra;
Dimitrios, Draganidis;
Stampoulis, Theodoros;
Protopapa, Maria;
Kokkotis, Christos;
Balampanos, Dimitrios;
Arsenis, Sotirios;
Poulios, Athanasios;
Papanikolaou, Konstantinos;
Laschou, Vassiliki C.;
Tsimeas, Panagiotis;
Vitkas, Georgios;
Papaspanos, Nikolaos;
Zaras, Nikolaos;
Gioftsidou, Asimenia;
Malliou, Paraskevi;
Michalopoulou, Maria;
Jamurtas, Athanasios Z.;
Fatouros, Ioannis G.

Publication type:

Article

Machine Learning Algorithms for the Prediction of Language and Cognition Rehabilitation Outcomes of Post-stroke Patients: A Scoping Review.

Published in:

Human-Centric Intelligent Systems, 2024, v. 4, n. 1, p. 147, doi. 10.1007/s44230-023-00051-1

By:

Apostolidis, Kyriakos;
Kokkotis, Christos;
Moustakidis, Serafeim;
Karakasis, Evangelos;
Sakellari, Paraskevi;
Koutra, Christina;
Tsiptsios, Dimitrios;
Karatzetzou, Stella;
Vadikolias, Konstantinos;
Aggelousis, Nikolaos

Publication type:

Article

Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-10666-2

By:

Kokkotis, Christos;
Moustakidis, Serafeim;
Tsatalas, Themistoklis;
Ntakolia, Charis;
Chalatsis, Georgios;
Konstadakos, Stylianos;
Hantes, Michael E.;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Instrumental Activities of Daily Living in Neurocognitive Disorders: Determinants and Clinical Implications for Health Promotion.

Published in:

Brain Sciences (2076-3425), 2025, v. 15, n. 4, p. 417, doi. 10.3390/brainsci15040417

By:

Tsiakiri, Anna;
Plakias, Spyridon;
Kokkotis, Christos;
Vlotinou, Pinelopi;
Kyriazidou, Sotiria;
Giarmatzis, Georgios;
Kallivoulos, Stylianos;
Terzoudi, Aikaterini;
Tsiptsios, Dimitrios;
Merai, Souzana;
Emmanouilidou, Chrysoula;
Kariotis, Christos;
Kanidou, Anna;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos;
Christidi, Foteini

Publication type:

Article

Investigating the Role of Second Chance Schools and COVID-19 Pandemic on the Mental Health and Self-Image of Greek Adult Students.

Published in:

Brain Sciences (2076-3425), 2023, v. 13, n. 8, p. 1203, doi. 10.3390/brainsci13081203

By:

Karakitsiou, Georgia;
Plakias, Spyridon;
Kedraka, Katerina;
Arvaniti, Aikaterini;
Kokkotis, Christos;
Tsiakiri, Anna;
Samakouri, Maria

Publication type:

Article

Development of A Non-Invasive System for the Automatic Detection of Cattle Lameness †.

Published in:

Proceedings (2504-3900), 2024, v. 94, p. 64, doi. 10.3390/proceedings2024094064

By:

Bellis, George;
Papaggelos, Paris;
Vlachogianni, Evangeli;
Laleas, Ilias;
Moustos, Stefanos;
Patas, Thanos;
Poulios, Sokratis;
Tzioumakis, Nikos;
Giakas, Giannis;
Tsiogkas, Giorgos;
Kokkotis, Christos;
Tsaopoulos, Dimitrios

Publication type:

Article

Automated Sorting System for Skeletal Deformities in Cultured Fishes †.

Published in:

Proceedings (2504-3900), 2024, v. 94, p. 58, doi. 10.3390/proceedings2024094058

By:

Bellis, George;
Papaggelos, Paris;
Vlachogianni, Evangeli;
Laleas, Ilias;
Moustos, Stefanos;
Patas, Thanos;
Poulios, Sokratis;
Tzioumakis, Nikos;
Giakas, Giannis;
Bokas, Dimitris;
Kokkotis, Christos;
Tsaopoulos, Dimitris

Publication type:

Article

Mapping the Landscape of Biomechanics Research in Stroke Neurorehabilitation: A Bibliometric Perspective.

Published in:

Biomechanics (2673-7078), 2024, v. 4, n. 4, p. 664, doi. 10.3390/biomechanics4040048

By:

Tsiakiri, Anna;
Plakias, Spyridon;
Karakitsiou, Georgia;
Nikova, Alexandrina;
Christidi, Foteini;
Kokkotis, Christos;
Giarmatzis, Georgios;
Tsakni, Georgia;
Katsouri, Ioanna-Giannoula;
Dimitrios, Sarris;
Vadikolias, Konstantinos;
Aggelousis, Nikolaos;
Vlotinou, Pinelopi

Publication type:

Article

Comparative analysis of key performance indicators in Euroleague and national basketball leagues.

Published in:

Journal of Physical Education & Sport, 2024, v. 24, n. 6, p. 1360, doi. 10.7752/jpes.2024.06154

By:

PLAKIAS, SPYRIDON;
KOKKOTIS, CHRISTOS;
PANTAZIS, DIMITRIOS;
TSATALAS, THEMISTOKLIS

Publication type:

Article

A Multivariate and cluster analysis of diverse playing styles across European Football League.

Published in:

Journal of Physical Education & Sport, 2023, v. 23, n. 7, p. 1631, doi. 10.7752/jpes.2023.07200

By:

PLAKIAS, SPYRIDON;
MOUSTAKIDIS, SERAFEIM;
MITROTASIOS, MICHALIS;
KOKKOTIS, CHRISTOS;
TSATALAS, THEMISTOKLIS;
PAPALEXI, MARINA;
GIAKAS, GIANNIS;
TSAOPOULOS, DIMITRIOS

Publication type:

Article

Analysis of playing styles in European football: insights from a visual mapping approach.

Published in:

Journal of Physical Education & Sport, 2023, v. 23, n. 6, p. 1385, doi. 10.7752/jpes.2023.06169

By:

PLAKIAS, SPYRIDON;
MOUSTAKIDIS, SERAFEIM;
MITROTASIOS, MICHALIS;
KOKKOTIS, CHRISTOS;
TSATALAS, THEMISTOKLIS;
PAPALEXI, MARINA;
GIAKAS, GIANNIS;
TSAOPOULOS, DIMITRIOS

Publication type:

Article

Identifying playing styles of european soccer teams during the key moments of the game.

Published in:

Journal of Physical Education & Sport, 2023, v. 23, n. 4, p. 878, doi. 10.7752/jpes.2023.04111

By:

PLAKIAS, SPYRIDON;
KOKKOTIS, CHRISTOS;
MOUSTAKIDIS, SERAFEIM;
TSATALAS, THEMISTOKLIS;
PAPALEXI, MARINA;
KASIOURA, CHAROULA;
GIAKAS, GIANNIS;
TSAOPOULOS, DIMITRIOS

Publication type:

Article

The effectiveness of direct corners in high level soccer depending on the type and the zone of delivery.

Published in:

Journal of Physical Education & Sport, 2023, v. 23, n. 2, p. 449, doi. 10.7752/jpes.2023.02055

By:

PLAKIAS, SPYRIDON;
KOKKOTIS, CHRISTOS;
TSAOPOULOS, DIMITRIOS;
MOUSTAKIDIS, SERAFEIM;
PAPALEXI, MARINA;
GIAKAS, GIANNIS;
TSATALAS, THEMISTOKLIS

Publication type:

Article

Artificial Intelligence in the Diagnosis of Neurological Diseases Using Biomechanical and Gait Analysis Data: A Scopus-Based Bibliometric Analysis.

Published in:

Neurology International, 2025, v. 17, n. 3, p. 45, doi. 10.3390/neurolint17030045

By:

Tsiara, Aikaterini A.;
Plakias, Spyridon;
Kokkotis, Christos;
Veneri, Aikaterini;
Mina, Minas A.;
Tsiakiri, Anna;
Kitmeridou, Sofia;
Christidi, Foteini;
Gourgoulis, Evangelos;
Doskas, Triantafylos;
Kaltsatou, Antonia;
Tsamakis, Konstantinos;
Kazis, Dimitrios;
Tsiptsios, Dimitrios

Publication type:

Article

Pulmonary Function Tests Post-Stroke. Correlation between Lung Function, Severity of Stroke, and Improvement after Respiratory Muscle Training.

Published in:

Neurology International, 2024, v. 16, n. 1, p. 139, doi. 10.3390/neurolint16010009

By:

Drakopanagiotakis, Fotios;
Bonelis, Konstantinos;
Steiropoulos, Paschalis;
Tsiptsios, Dimitrios;
Sousanidou, Anastasia;
Christidi, Foteini;
Gkantzios, Aimilios;
Serdari, Aspasia;
Voutidou, Styliani;
Takou, Chrysoula-Maria;
Kokkotis, Christos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Processing Speed and Attentional Shift/Mental Flexibility in Patients with Stroke: A Comprehensive Review on the Trail Making Test in Stroke Studies.

Published in:

Neurology International, 2024, v. 16, n. 1, p. 210, doi. 10.3390/neurolint16010014

By:

Tsiakiri, Anna;
Christidi, Foteini;
Tsiptsios, Dimitrios;
Vlotinou, Pinelopi;
Kitmeridou, Sofia;
Bebeletsi, Paschalina;
Kokkotis, Christos;
Serdari, Aspasia;
Tsamakis, Konstantinos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Targeting Neutrophil Extracellular Traps for Stroke Prognosis: A Promising Path.

Published in:

Neurology International, 2023, v. 15, n. 4, p. 1212, doi. 10.3390/neurolint15040076

By:

Liaptsi, Eirini;
Merkouris, Ermis;
Polatidou, Efthymia;
Tsiptsios, Dimitrios;
Gkantzios, Aimilios;
Kokkotis, Christos;
Petridis, Foivos;
Christidi, Foteini;
Karatzetzou, Stella;
Karaoglanis, Christos;
Tsagkalidi, Anna-Maria;
Chouliaras, Nikolaos;
Tsamakis, Konstantinos;
Protopapa, Maria;
Pantazis-Pergaminelis, Dimitrios;
Skendros, Panagiotis;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Social Cognition Impairments in Association to Clinical, Cognitive, Mood, and Fatigue Features in Multiple Sclerosis: A Study Protocol.

Published in:

Neurology International, 2023, v. 15, n. 3, p. 1106, doi. 10.3390/neurolint15030068

By:

Doskas, Triantafyllos K.;
Christidi, Foteini;
Spiliopoulos, Kanellos C.;
Tsiptsios, Dimitrios;
Vavougios, George D.;
Tsiakiri, Anna;
Vorvolakos, Theofanis;
Kokkotis, Christos;
Iliopoulos, Ioannis;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Leukoaraiosis as a Promising Biomarker of Stroke Recurrence among Stroke Survivors: A Systematic Review.

Published in:

Neurology International, 2023, v. 15, n. 3, p. 994, doi. 10.3390/neurolint15030064

By:

Dimaras, Theofanis;
Merkouris, Ermis;
Tsiptsios, Dimitrios;
Christidi, Foteini;
Sousanidou, Anastasia;
Orgianelis, Ilias;
Polatidou, Efthymia;
Kamenidis, Iordanis;
Karatzetzou, Stella;
Gkantzios, Aimilios;
Ntatsis, Christos;
Kokkotis, Christos;
Retsidou, Sofia;
Aristidou, Maria;
Karageorgopoulou, Maria;
Psatha, Evlampia A.;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Investigating the Predictive Value of Thyroid Hormone Levels for Stroke Prognosis.

Published in:

Neurology International, 2023, v. 15, n. 3, p. 926, doi. 10.3390/neurolint15030060

By:

Gkantzios, Aimilios;
Karapepera, Vaia;
Tsiptsios, Dimitrios;
Liaptsi, Eirini;
Christidi, Foteini;
Gkartzonika, Elena;
Karatzetzou, Stella;
Kokkotis, Christos;
Kyrtsopoulos, Mihail;
Tsiakiri, Anna;
Bebeletsi, Paschalina;
Chaidemenou, Sofia;
Koutsokostas, Christos;
Tsamakis, Konstantinos;
Baltzi, Maria;
Mpalampanos, Dimitrios;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Exploring the Utility of Autonomic Nervous System Evaluation for Stroke Prognosis.

Published in:

Neurology International, 2023, v. 15, n. 2, p. 661, doi. 10.3390/neurolint15020042

By:

Orgianelis, Ilias;
Merkouris, Ermis;
Kitmeridou, Sofia;
Tsiptsios, Dimitrios;
Karatzetzou, Stella;
Sousanidou, Anastasia;
Gkantzios, Aimilios;
Christidi, Foteini;
Polatidou, Efthymia;
Beliani, Anastasia;
Tsiakiri, Anna;
Kokkotis, Christos;
Iliopoulos, Stylianos;
Anagnostopoulos, Konstantinos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Leukoaraiosis as a Predictor of Depression and Cognitive Impairment among Stroke Survivors: A Systematic Review.

Published in:

Neurology International, 2023, v. 15, n. 1, p. 238, doi. 10.3390/neurolint15010016

By:

Tziaka, Eftychia;
Christidi, Foteini;
Tsiptsios, Dimitrios;
Sousanidou, Anastasia;
Karatzetzou, Stella;
Tsiakiri, Anna;
Doskas, Triantafyllos K.;
Tsamakis, Konstantinos;
Retzepis, Nikolaos;
Konstantinidis, Christos;
Kokkotis, Christos;
Serdari, Aspasia;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Diffusion Tensor Imaging as a Prognostic Tool for Recovery in Acute and Hyperacute Stroke.

Published in:

Neurology International, 2022, v. 14, n. 4, p. 841, doi. 10.3390/neurolint14040069

By:

Christidi, Foteini;
Tsiptsios, Dimitrios;
Fotiadou, Aggeliki;
Kitmeridou, Sofia;
Karatzetzou, Stella;
Tsamakis, Konstantinos;
Sousanidou, Anastasia;
Psatha, Evlampia A.;
Karavasilis, Efstratios;
Seimenis, Ioannis;
Kokkotis, Christos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Exploring the Impact of Cerebral Microbleeds on Stroke Management.

Published in:

Neurology International, 2023, v. 15, n. 1, p. 188, doi. 10.3390/neurolint15010014

By:

Sousanidou, Anastasia;
Tsiptsios, Dimitrios;
Christidi, Foteini;
Karatzetzou, Stella;
Kokkotis, Christos;
Gkantzios, Aimilios;
Bairaktaris, Chrisostomos;
Karapepera, Vaia;
Bebeletsi, Paschalina;
Karagiannakidou, Ioanna;
Marinidis, Marinos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Unexplored Roles of Erythrocytes in Atherothrombotic Stroke.

Published in:

Neurology International, 2023, v. 15, n. 1, p. 124, doi. 10.3390/neurolint15010011

By:

Papadopoulos, Charalampos;
Anagnostopoulos, Konstantinos;
Tsiptsios, Dimitrios;
Karatzetzou, Stella;
Liaptsi, Eirini;
Lazaridou, Irene Zacharo;
Kokkotis, Christos;
Makri, Evangelia;
Ioannidou, Maria;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Copeptin Implementation on Stroke Prognosis.

Published in:

Neurology International, 2023, v. 15, n. 1, p. 83, doi. 10.3390/neurolint15010008

By:

Karatzetzou, Stella;
Tsiptsios, Dimitrios;
Sousanidou, Anastasia;
Fotiadou, Styliani;
Christidi, Foteini;
Kokkotis, Christos;
Gkantzios, Aimilios;
Stefas, Eleftherios;
Vlotinou, Pinelopi;
Kaltsatou, Antonia;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

The Clinical Utility of Leukoaraiosis as a Prognostic Indicator in Ischemic Stroke Patients.

Published in:

Neurology International, 2022, v. 14, n. 4, p. 952, doi. 10.3390/neurolint14040076

By:

Christidi, Foteini;
Tsiptsios, Dimitrios;
Sousanidou, Anastasia;
Karamanidis, Stefanos;
Kitmeridou, Sofia;
Karatzetzou, Stella;
Aitsidou, Souzana;
Tsamakis, Konstantinos;
Psatha, Evlampia A.;
Karavasilis, Efstratios;
Kokkotis, Christos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Elucidating the Role of Baseline Leukoaraiosis on Forecasting Clinical Outcome of Acute Ischemic Stroke Patients Undergoing Reperfusion Therapy.

Published in:

Neurology International, 2022, v. 14, n. 4, p. 923, doi. 10.3390/neurolint14040074

By:

Karatzetzou, Stella;
Tsiptsios, Dimitrios;
Sousanidou, Anastasia;
Christidi, Foteini;
Psatha, Evlampia A.;
Chatzaki, Marilena;
Kitmeridou, Sofia;
Giannakou, Erasmia;
Karavasilis, Efstratios;
Kokkotis, Christos;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Identifying Key Factors for Predicting the Age at Peak Height Velocity in Preadolescent Team Sports Athletes Using Explainable Machine Learning.

Published in:

Sports (2075-4663), 2024, v. 12, n. 11, p. 287, doi. 10.3390/sports12110287

By:

Retzepis, Nikolaos-Orestis;
Avloniti, Alexandra;
Kokkotis, Christos;
Protopapa, Maria;
Stampoulis, Theodoros;
Gkachtsou, Anastasia;
Pantazis, Dimitris;
Balampanos, Dimitris;
Smilios, Ilias;
Chatzinikolaou, Athanasios

Publication type:

Article

The Impact of Heat Exposure on the Health and Performance of Soccer Players: A Narrative Review and Bibliometric Analysis.

Published in:

Sports (2075-4663), 2024, v. 12, n. 9, p. 249, doi. 10.3390/sports12090249

By:

Plakias, Spyridon;
Tsatalas, Themistoklis;
Mina, Minas A.;
Kokkotis, Christos;
Flouris, Andreas D.;
Giakas, Giannis

Publication type:

Article

An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management.

Published in:

Sensors (14248220), 2021, v. 21, n. 23, p. 7926, doi. 10.3390/s21237926

By:

Ntakolia, Charis;
Kokkotis, Christos;
Karlsson, Patrik;
Moustakidis, Serafeim

Publication type:

Article

Identification of Risk Factors and Machine Learning-Based Prediction Models for Knee Osteoarthritis Patients.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 19, p. 6797, doi. 10.3390/app10196797

By:

Kokkotis, Christos;
Moustakidis, Serafeim;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics.

Published in:

Future Internet, 2023, v. 15, n. 5, p. 174, doi. 10.3390/fi15050174

By:

Moustakidis, Serafeim;
Plakias, Spyridon;
Kokkotis, Christos;
Tsatalas, Themistoklis;
Tsaopoulos, Dimitrios

Publication type:

Article

A grounded theory for professional soccer teams' playing styles: Towards a consensus.

Published in:

International Journal of Sports Science & Coaching, 2025, v. 20, n. 1, p. 159, doi. 10.1177/17479541241300605

By:

Plakias, Spyridon;
Kasioura, Charoula;
Pamboris, George M.;
Kokkotis, Christos;
Tsatalas, Themistoklis;
Moustakidis, Serafeim;
Papalexi, Marina;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Identifying Gait-Related Functional Outcomes in Post-Knee Surgery Patients Using Machine Learning: A Systematic Review.

Published in:

International Journal of Environmental Research & Public Health, 2023, v. 20, n. 1, p. 448, doi. 10.3390/ijerph20010448

By:

Kokkotis, Christos;
Chalatsis, Georgios;
Moustakidis, Serafeim;
Siouras, Athanasios;
Mitrousias, Vasileios;
Tsaopoulos, Dimitrios;
Patikas, Dimitrios;
Aggelousis, Nikolaos;
Hantes, Michael;
Giakas, Giannis;
Katsavelis, Dimitrios;
Tsatalas, Themistoklis

Publication type:

Article

Explainable Siamese Neural Networks for Detection of High Fall Risk Older Adults in the Community Based on Gait Analysis.

Published in:

Journal of Functional Morphology & Kinesiology, 2025, v. 10, n. 1, p. 73, doi. 10.3390/jfmk10010073

By:

Kokkotis, Christos;
Apostolidis, Kyriakos;
Menychtas, Dimitrios;
Kansizoglou, Ioannis;
Karampina, Evangeli;
Karageorgopoulou, Maria;
Gkrekidis, Athanasios;
Moustakidis, Serafeim;
Karakasis, Evangelos;
Giannakou, Erasmia;
Michalopoulou, Maria;
Sirakoulis, Georgios Ch;
Aggelousis, Nikolaos

Publication type:

Article

The Influence of Unstable Load and Traditional Free-Weight Back Squat Exercise on Subsequent Countermovement Jump Performance.

Published in:

Journal of Functional Morphology & Kinesiology, 2023, v. 8, n. 4, p. 167, doi. 10.3390/jfmk8040167

By:

Jirovska, Renata;
Kay, Anthony D.;
Tsatalas, Themistoklis;
Van Enis, Alex J.;
Kokkotis, Christos;
Giakas, Giannis;
Mina, Minas A.

Publication type:

Article

Identifying Soccer Players' Playing Styles: A Systematic Review.

Published in:

Journal of Functional Morphology & Kinesiology, 2023, v. 8, n. 3, p. 104, doi. 10.3390/jfmk8030104

By:

Plakias, Spyridon;
Moustakidis, Serafeim;
Kokkotis, Christos;
Papalexi, Marina;
Tsatalas, Themistoklis;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Identifying Soccer Teams' Styles of Play: A Scoping and Critical Review.

Published in:

Journal of Functional Morphology & Kinesiology, 2023, v. 8, n. 2, p. 39, doi. 10.3390/jfmk8020039

By:

Plakias, Spyridon;
Moustakidis, Serafeim;
Kokkotis, Christos;
Tsatalas, Themistoklis;
Papalexi, Marina;
Plakias, Dionysios;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology.

Published in:

Physical & Engineering Sciences in Medicine, 2022, v. 45, n. 1, p. 219, doi. 10.1007/s13246-022-01106-6

By:

Kokkotis, Christos;
Ntakolia, Charis;
Moustakidis, Serafeim;
Giakas, Giannis;
Tsaopoulos, Dimitrios

Publication type:

Article

From Admission to Discharge: Predicting National Institutes of Health Stroke Scale Progression in Stroke Patients Using Biomarkers and Explainable Machine Learning.

Published in:

Journal of Personalized Medicine, 2023, v. 13, n. 9, p. 1375, doi. 10.3390/jpm13091375

By:

Gkantzios, Aimilios;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Moustakidis, Serafeim;
Gkartzonika, Elena;
Avramidis, Theodoros;
Tripsianis, Gregory;
Iliopoulos, Ioannis;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

Identifying Country-Level Risk Factors for the Spread of COVID-19 in Europe Using Machine Learning.

Published in:

Viruses (1999-4915), 2022, v. 14, n. 3, p. 625, doi. 10.3390/v14030625

By:

Moustakidis, Serafeim;
Kokkotis, Christos;
Tsaopoulos, Dimitrios;
Sfikakis, Petros;
Tsiodras, Sotirios;
Sypsa, Vana;
Zaoutis, Theoklis E.;
Paraskevis, Dimitrios

Publication type:

Article

Evaluation of Blood Biomarkers and Parameters for the Prediction of Stroke Survivors' Functional Outcome upon Discharge Utilizing Explainable Machine Learning.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 3, p. 532, doi. 10.3390/diagnostics13030532

By:

Gkantzios, Aimilios;
Kokkotis, Christos;
Tsiptsios, Dimitrios;
Moustakidis, Serafeim;
Gkartzonika, Elena;
Avramidis, Theodoros;
Aggelousis, Nikolaos;
Vadikolias, Konstantinos

Publication type:

Article

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 10, p. 2392, doi. 10.3390/diagnostics12102392

By:

Kokkotis, Christos;
Giarmatzis, Georgios;
Giannakou, Erasmia;
Moustakidis, Serafeim;
Tsatalas, Themistoklis;
Tsiptsios, Dimitrios;
Vadikolias, Konstantinos;
Aggelousis, Nikolaos

Publication type:

Article

Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 2, p. 285, doi. 10.3390/diagnostics11020285

By:

Ntakolia, Charis;
Kokkotis, Christos;
Moustakidis, Serafeim;
Tsaopoulos, Dimitrios;
Antani, Sameer

Publication type:

Article