Interpretable Machine Learning on Simulation-Derived Biomechanical Features for Hamstrings–Quadriceps Imbalance Detection in Running

Andreea Maria Mănescu, Andrei Claudiu Tudor, Corina Claudia Dinciu, Simona Ștefania Hangu, Iulius Radulian Mărgărit, Virgil Tudor, Cătălin Octavian Mănescu, Rela Valentina Ciomag, Mihaela Loredana Rădulescu, Cristian Hangu, Neluța Smîdu, Victor Dulceață, Ioana Cosmina Barac, Sorin Cristian Niță, Carmen Grigoroiu, Dan Cristian Mănescu

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DOI
10.3390/sports13120439
Published
2025-12-05
Container
Sports
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/sports13120439,
  title = {Interpretable Machine Learning on Simulation-Derived Biomechanical Features for Hamstrings–Quadriceps Imbalance Detection in Running},
  author = {Andreea Maria Mănescu and Andrei Claudiu Tudor and Corina Claudia Dinciu and Simona Ștefania Hangu and Iulius Radulian Mărgărit and Virgil Tudor and Cătălin Octavian Mănescu and Rela Valentina Ciomag and Mihaela Loredana Rădulescu and Cristian Hangu and Neluța Smîdu and Victor Dulceață and Ioana Cosmina Barac and Sorin Cristian Niță and Carmen Grigoroiu and Dan Cristian Mănescu},
  year = {2025},
  journal = {Sports},
  doi = {10.3390/sports13120439},
  url = {https://doi.org/10.3390/sports13120439}
}

RIS

TY  - JOUR
TI  - Interpretable Machine Learning on Simulation-Derived Biomechanical Features for Hamstrings–Quadriceps Imbalance Detection in Running
AU  - Andreea Maria Mănescu
AU  - Andrei Claudiu Tudor
AU  - Corina Claudia Dinciu
AU  - Simona Ștefania Hangu
AU  - Iulius Radulian Mărgărit
AU  - Virgil Tudor
AU  - Cătălin Octavian Mănescu
AU  - Rela Valentina Ciomag
AU  - Mihaela Loredana Rădulescu
AU  - Cristian Hangu
AU  - Neluța Smîdu
AU  - Victor Dulceață
AU  - Ioana Cosmina Barac
AU  - Sorin Cristian Niță
AU  - Carmen Grigoroiu
AU  - Dan Cristian Mănescu
PY  - 2025
JO  - Sports
DO  - 10.3390/sports13120439
UR  - https://doi.org/10.3390/sports13120439
ER  - 

APA

Mănescu, A. M., Tudor, A. C., Dinciu, C. C., Hangu, S. Ș., Mărgărit, I. R., Tudor, V., Mănescu, C. O., Ciomag, R. V., Rădulescu, M. L., Hangu, C., Smîdu, N., Dulceață, V., Barac, I. C., Niță, S. C., Grigoroiu, C., & Mănescu, D. C. (2025). Interpretable Machine Learning on Simulation-Derived Biomechanical Features for Hamstrings–Quadriceps Imbalance Detection in Running. Sports. https://doi.org/10.3390/sports13120439

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