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Dimitrios E. Tsaopoulos

Observed names: D. Tsaopoulos, D.E. Tsaopoulos, DIMITRIOS TSAOPOULOS, DIMITRIS TSAOPOULOS, Dimitrios Tsaopoulos, Dimitris Tsaopoulos, Tsaopoulos, Dimitrios
Observed institutions: Manchester Metropolitan University, Royal Veterinary College, University of Thessaly, Center for Research and Technology Thessaly, University of California, Irvine, Information Technologies Institute, Centre for Research and Technology Hellas
ORCID: 0000-0001-7355-0511
Observed ORCID: 0000-0001-7355-0511
OpenAlex ID: A5090799919
Machine learning in knee osteoarthritis: A review
2020 · C. Kokkotis, S. Moustakidis, et al. · Osteoarthritis and Cartilage Open · 166
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A Review on Ergonomics in Agriculture. Part I: Manual Operations
2020 · Lefteris Benos, Dimitrios Tsaopoulos, et al. · Applied Sciences · 127
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Human Activity Recognition through Recurrent Neural Networks for Human–Robot Interaction in Agriculture
2021 · Athanasios Anagnostis, Lefteris Benos, et al. · Applied Sciences · 109
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Human patellar tendon moment arm length: Measurement considerations and clinical implications for joint loading assessment
2006 · Dimitrios E. Tsaopoulos, Vasilios Baltzopoulos, et al. · Clinical Biomechanics · 107
A Review on Ergonomics in Agriculture. Part II: Mechanized Operations
2020 · Lefteris Benos, Dimitrios Tsaopoulos, et al. · Applied Sciences · 88
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Knee Injury Detection Using Deep Learning on MRI Studies: A Systematic Review
2022 · Athanasios Siouras, Serafeim Moustakidis, et al. · Diagnostics · 72
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In vivo changes in the human patellar tendon moment arm length with different modes and intensities of muscle contraction
2007 · Dimitrios E. Tsaopoulos, Vasilios Baltzopoulos, et al. · Journal of Biomechanics · 71
Explainable machine learning for knee osteoarthritis diagnosis based on a novel fuzzy feature selection methodology
2022 · Christos Kokkotis, Charis Ntakolia, et al. · Physical and Engineering Sciences in Medicine · 68
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A Review on Finite Element Modeling and Simulation of the Anterior Cruciate Ligament Reconstruction
2020 · Lefteris Benos, Dimitar Stanev, et al. · Frontiers in Bioengineering and Biotechnology · 61
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Predicting Football Team Performance with Explainable AI: Leveraging SHAP to Identify Key Team-Level Performance Metrics
2023 · Serafeim Moustakidis, Spyridon Plakias, et al. · Future Internet · 60
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Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
2022 · Christos Kokkotis, Serafeim Moustakidis, et al. · Scientific Reports · 57
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Tactical Situations and Playing Styles as Key Performance Indicators in Soccer
2024 · Spyridon Plakias, Themistoklis Tsatalas, et al. · Journal of Functional Morphology and Kinesiology · 55
Identifying Soccer Teams’ Styles of Play: A Scoping and Critical Review
2023 · Spyridon Plakias, Serafeim Moustakidis, et al. · Journal of Functional Morphology and Kinesiology · 53
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Identifying Soccer Players’ Playing Styles: A Systematic Review
2023 · Spyridon Plakias, Serafeim Moustakidis, et al. · Journal of Functional Morphology and Kinesiology · 44
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Real-Time Musculoskeletal Kinematics and Dynamics Analysis Using Marker- and IMU-Based Solutions in Rehabilitation
2021 · Dimitar Stanev, Konstantinos Filip, et al. · Sensors · 42
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Exploring deep learning capabilities in knee osteoarthritis case study for classification
2019 · Eirini Christodoulou, Serafeim Moustakidis, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA) · 41
Identification of Risk Factors and Machine Learning-Based Prediction Models for Knee Osteoarthritis Patients
2020 · Christos Kokkotis, Serafeim Moustakidis, et al. · Applied Sciences · 37
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Mechanical correction of dynamometer moment for the effects of segment motion during isometric knee-extension tests
2011 · Dimitrios E. Tsaopoulos, Vasilios Baltzopoulos, et al. · Journal of Applied Physiology · 37
Biomechanics of sit-to-stand transition after muscle damage
2012 · Giannis Spyropoulos, Themistoklis Tsatalas, et al. · Gait & Posture · 36
Muscle fibre length-to-moment arm ratios in the human lower limb determined in vivo
2005 · Constantinos N. Maganaris, Vasilios Baltzopoulos, et al. · Journal of Biomechanics · 36
Can the patellar tendon moment arm be predicted from anthropometric measurements?
2006 · Dimitrios E. Tsaopoulos, Constantinos N. Maganaris, et al. · Journal of Biomechanics · 35
Prediction of Joint Space Narrowing Progression in Knee Osteoarthritis Patients
2021 · Charis Ntakolia, Christos Kokkotis, et al. · Diagnostics · 32
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Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness
2020 · Serafeim Moustakidis, Nikolaos I. Papandrianos, et al. · Neural Computing and Applications · 32
Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective
2019 · Serafeim Moustakidis, Eirini Christodoulou, et al. · Quantum Machine Intelligence · 31
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Identifying Robust Risk Factors for Knee Osteoarthritis Progression: An Evolutionary Machine Learning Approach
2021 · Christos Kokkotis, Serafeim Moustakidis, et al. · Healthcare · 28
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Works count: 78
Citation count: 1,954
H-index: 27
I10-index: 46
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