Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
Kokkotis, Christos, Moustakidis, Serafeim, Tsatalas, Themistoklis, Ntakolia, Charis, Chalatsis, Georgios, Konstadakos, Stylianos, Hantes, Michael E., Giakas, Giannis, Tsaopoulos, Dimitrios
Published in Scientific reports (22.04.2022)
Published in Scientific reports (22.04.2022)
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Journal Article
Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients
Ntakolia, Charis, Kokkotis, Christos, Moustakidis, Serafeim, Tsaopoulos, Dimitrios
Published in Diagnostics (Basel) (11.02.2021)
Published in Diagnostics (Basel) (11.02.2021)
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Journal Article
Identifying Key Factors for Securing a Champions League Position in French Ligue 1 Using Explainable Machine Learning Techniques
Plakias, Spyridon, Kokkotis, Christos, Mitrotasios, Michalis, Armatas, Vasileios, Tsatalas, Themistoklis, Giakas, Giannis
Published in Applied sciences (01.09.2024)
Published in Applied sciences (01.09.2024)
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Journal Article
Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics
Moustakidis, Serafeim, Plakias, Spyridon, Kokkotis, Christos, Tsatalas, Themistoklis, Tsaopoulos, Dimitrios
Published in Future internet (01.05.2023)
Published in Future internet (01.05.2023)
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Journal Article
An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data
Kokkotis, Christos, Giarmatzis, Georgios, Giannakou, Erasmia, Moustakidis, Serafeim, Tsatalas, Themistoklis, Tsiptsios, Dimitrios, Vadikolias, Konstantinos, Aggelousis, Nikolaos
Published in Diagnostics (Basel) (01.10.2022)
Published in Diagnostics (Basel) (01.10.2022)
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Journal Article
Identifying Soccer Players’ Playing Styles: A Systematic Review
Plakias, Spyridon, Moustakidis, Serafeim, Kokkotis, Christos, Papalexi, Marina, Tsatalas, Themistoklis, Giakas, Giannis, Tsaopoulos, Dimitrios
Published in Journal of functional morphology and kinesiology (26.07.2023)
Published in Journal of functional morphology and kinesiology (26.07.2023)
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Journal Article
A Bibliometric Analysis of Soccer Biomechanics
Plakias, Spyridon, Tsatalas, Themistoklis, Mina, Minas A., Kokkotis, Christos, Kellis, Eleftherios, Giakas, Giannis
Published in Applied sciences (01.08.2024)
Published in Applied sciences (01.08.2024)
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Journal Article
Investigating the Role of Second Chance Schools and COVID-19 Pandemic on the Mental Health and Self-Image of Greek Adult Students
Karakitsiou, Georgia, Plakias, Spyridon, Kedraka, Katerina, Arvaniti, Aikaterini, Kokkotis, Christos, Tsiakiri, Anna, Samakouri, Maria
Published in Brain sciences (01.08.2023)
Published in Brain sciences (01.08.2023)
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Journal Article
Identifying Country-Level Risk Factors for the Spread of COVID-19 in Europe Using Machine Learning
Moustakidis, Serafeim, Kokkotis, Christos, Tsaopoulos, Dimitrios, Sfikakis, Petros, Tsiodras, Sotirios, Sypsa, Vana, Zaoutis, Theoklis E, Paraskevis, Dimitrios
Published in Viruses (17.03.2022)
Published in Viruses (17.03.2022)
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Journal Article
Identifying Soccer Teams' Styles of Play: A Scoping and Critical Review
Plakias, Spyridon, Moustakidis, Serafeim, Kokkotis, Christos, Tsatalas, Themistoklis, Papalexi, Marina, Plakias, Dionysios, Giakas, Giannis, Tsaopoulos, Dimitrios
Published in Journal of functional morphology and kinesiology (30.03.2023)
Published in Journal of functional morphology and kinesiology (30.03.2023)
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Journal Article
Explainable Machine Learning Models for Identification of Food-Related Lifestyle Factors in Chicken Meat Consumption Case in Northern Greece
Chiras, Dimitrios, Stamatopoulou, Marina, Paraskevis, Nikolaos, Moustakidis, Serafeim, Tzimitra-Kalogianni, Irini, Kokkotis, Christos
Published in BioMedInformatics (01.09.2023)
Published in BioMedInformatics (01.09.2023)
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Journal Article
Innovative Visualization Approach for Biomechanical Time Series in Stroke Diagnosis Using Explainable Machine Learning Methods: A Proof-of-Concept Study
Apostolidis, Kyriakos, Kokkotis, Christos, Karakasis, Evangelos, Karampina, Evangeli, Moustakidis, Serafeim, Menychtas, Dimitrios, Giarmatzis, Georgios, Tsiptsios, Dimitrios, Vadikolias, Konstantinos, Aggelousis, Nikolaos
Published in Information (Basel) (01.10.2023)
Published in Information (Basel) (01.10.2023)
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Journal Article
The Impact of Heat Exposure on the Health and Performance of Soccer Players: A Narrative Review and Bibliometric Analysis
Plakias, Spyridon, Tsatalas, Themistoklis, Mina, Minas A, Kokkotis, Christos, Flouris, Andreas D, Giakas, Giannis
Published in Sports (Basel) (10.09.2024)
Published in Sports (Basel) (10.09.2024)
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Journal Article
Exploring the influence of playing styles on physical demands in professional football
Plakias, Spyridon, Tsatalas, Themistoklis, Moustakidis, Serafeim, Kalapotharakos, Vasilios, Kokkotis, Christos, Papalexi, Marina, Giakas, Giannis, Tsaopoulos, Dimitrios
Published in Human movement (01.01.2023)
Published in Human movement (01.01.2023)
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Journal Article
Evaluation of Blood Biomarkers and Parameters for the Prediction of Stroke Survivors' Functional Outcome upon Discharge Utilizing Explainable Machine Learning
Gkantzios, Aimilios, Kokkotis, Christos, Tsiptsios, Dimitrios, Moustakidis, Serafeim, Gkartzonika, Elena, Avramidis, Theodoros, Aggelousis, Nikolaos, Vadikolias, Konstantinos
Published in Diagnostics (Basel) (01.02.2023)
Published in Diagnostics (Basel) (01.02.2023)
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Journal Article
Global distribution, dispersal patterns, and trend of several omicron subvariants of SARS-CoV-2 across the globe
Kopsidas, Ioannis, Karagiannidou, Sofia, Kostaki, Evangelia Georgia, Kousi, Dimitra, Douka, Eirini, Sfikakis, Petros P., Moustakidis, Serafeim, Kokkotis, Christos, Tsaopoulos, Dimitrios, Tseti, Ioulia, Zaoutis, Theoklis, Paraskevis, Dimitrios
Published in Tropical medicine and infectious disease (01.11.2022)
Published in Tropical medicine and infectious disease (01.11.2022)
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Journal Article