| Machine learning in knee osteoarthritis: A review C Kokkotis, S Moustakidis, E Papageorgiou, G Giakas, DE Tsaopoulos Osteoarthritis and Cartilage Open 2 (3), 100069, 2020 | 113 | 2020 |
| Α virtual reality app for physical and cognitive training of older people with mild cognitive impairment: mixed methods feasibility study M Hassandra, E Galanis, A Hatzigeorgiadis, M Goudas, C Mouzakidis, ... JMIR serious games 9 (1), e24170, 2021 | 50 | 2021 |
| An explainable machine learning pipeline for stroke prediction on imbalanced data C Kokkotis, G Giarmatzis, E Giannakou, S Moustakidis, T Tsatalas, ... Diagnostics 12 (10), 2392, 2022 | 41 | 2022 |
| Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology C Kokkotis, C Ntakolia, S Moustakidis, G Giakas, D Tsaopoulos Physical and Engineering Sciences in Medicine 45 (1), 219-229, 2022 | 35 | 2022 |
| An explainable machine learning model for material backorder prediction in inventory management C Ntakolia, C Kokkotis, P Karlsson, S Moustakidis Sensors 21 (23), 7926, 2021 | 30 | 2021 |
| Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective S Moustakidis, E Christodoulou, E Papageorgiou, C Kokkotis, ... Quantum Machine Intelligence 1 (3), 73-86, 2019 | 29 | 2019 |
| Identification of risk factors and machine learning-based prediction models for knee osteoarthritis patients C Kokkotis, S Moustakidis, G Giakas, D Tsaopoulos Applied Sciences 10 (19), 6797, 2020 | 21 | 2020 |
| Prediction of joint space narrowing progression in knee osteoarthritis patients C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos Diagnostics 11 (2), 285, 2021 | 20 | 2021 |
| A machine learning pipeline for predicting joint space narrowing in knee osteoarthritis patients C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 20 | 2020 |
| Identifying soccer teams’ styles of play: a scoping and critical review S Plakias, S Moustakidis, C Kokkotis, T Tsatalas, M Papalexi, D Plakias, ... Journal of Functional Morphology and Kinesiology 8 (2), 39, 2023 | 18 | 2023 |
| Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury C Kokkotis, S Moustakidis, T Tsatalas, C Ntakolia, G Chalatsis, ... Scientific Reports 12 (1), 6647, 2022 | 17 | 2022 |
| Identifying robust risk factors for knee osteoarthritis progression: An evolutionary machine learning approach C Kokkotis, S Moustakidis, V Baltzopoulos, G Giakas, D Tsaopoulos Healthcare 9 (3), 260, 2021 | 17 | 2021 |
| Global distribution, dispersal patterns, and trend of several Omicron subvariants of SARS-CoV-2 across the globe I Kopsidas, S Karagiannidou, EG Kostaki, D Kousi, E Douka, PP Sfikakis, ... Tropical Medicine and Infectious Disease 7 (11), 373, 2022 | 16 | 2022 |
| Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative A Alexos, C Kokkotis, S Moustakidis, E Papageorgiou, D Tsaopoulos 2020 11th International Conference on Information, Intelligence, Systems and …, 2020 | 15 | 2020 |
| Diffusion Tensor Imaging as a Prognostic Tool for Recovery in Acute and Hyperacute Stroke F Christidi, D Tsiptsios, A Fotiadou, S Kitmeridou, S Karatzetzou, ... Neurology International 14 (4), 841-874, 2022 | 14 | 2022 |
| Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients C Ntakolia, C Kokkotis, S Moustakidis, D Tsaopoulos International Journal of Medical Informatics 156, 104614, 2021 | 14 | 2021 |
| The correlation of the penetrative pass on offensive third with the possession of the ball in high level soccer S Plakias, A Mandroukas, C Kokkotis, Y Michailidis, G Mavromatis, ... Gazzetta Medica Italiana-Archivio per le Scienze Mediche 181 (9), 633-638, 2022 | 13 | 2022 |
| Predicting football team performance with explainable ai: Leveraging shap to identify key team-level performance metrics S Moustakidis, S Plakias, C Kokkotis, T Tsatalas, D Tsaopoulos Future Internet 15 (5), 174, 2023 | 12 | 2023 |
| Identifying playing styles of european soccer teams during the key moments of the game S Plakias, C Kokkotis, S Moustakidis, T Tsatalas, M Papalexi, C Kasioura, ... Journal of Physical Education and Sport 23 (4), 878-890, 2023 | 12 | 2023 |
| Identifying soccer players’ playing styles: a systematic review S Plakias, S Moustakidis, C Kokkotis, M Papalexi, T Tsatalas, G Giakas, ... Journal of Functional Morphology and Kinesiology 8 (3), 104, 2023 | 10 | 2023 |
Serafeim MoustakidisAiDEAS OU在 aideas.eu 的电子邮件经过验证
