Themistoklis Tsatalas

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data

Christos Kokkotis, Georgios Giarmatzis, Serafeim Moustakidis et al. · Diagnostics · 2022 · 89 citations · Full text

Computing, Computer Science, Neurology +17

Variable, but not free‐weight, resistance back squat exercise potentiates jump performance following a comprehensive task‐specific warm‐up

Minas A. Mina, Anthony J. Blazevich, Themistoklis Tsatalas et al. · Scandinavian Journal of Medicine and Science in Sports · 2018 · 61 citations · Full text

Education, Kinesiology, Physiology +17

Three‐Dimensional Kinematic and Kinetic Analysis of Knee Rotational Stability After Single‐ and Double‐Bundle Anterior Cruciate Ligament Reconstruction

Alexander Tsarouhas, Michael Iosifidis, Dimitrios Kotzamitelos et al. · Arthroscopy The Journal of Arthroscopic and Related Surgery · 2010 · 47 citations

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17

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

Christos Kokkotis, Serafeim Moustakidis, Themistoklis Tsatalas et al. · Scientific Reports · 2022 · 39 citations · Full text

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17

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

Spyridon Plakias, Serafeim Moustakidis, Christos Kokkotis et al. · Journal of Functional Morphology and Kinesiology · 2023 · 38 citations · Full text

Education, Sports Medicine, Human Performance +8