Digital twins in sports science: applications for performance enhancement, injury prevention, and rehabilitation through advanced big data analytics and deep learning methodologies – a comprehensive narrative review

Afef Sédiri, Sabri Barbaria, Halil Ceylan, Andrea De Giorgio, Luca Puce, Valentina Stefanica, Nicola Bragazzi, Ismail Dergaa, Hanene Rahmouni

Open source

DOI
10.5114/biolsport.2026.161106
Published
2026
Container
Biology of Sport
Publisher
Termedia Sp. z.o.o.
Open access
unknown

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BibTeX

@article{allodium:10.5114/biolsport.2026.161106,
  title = {Digital twins in sports science: applications for performance 
enhancement, injury prevention, and rehabilitation through 
advanced big data analytics and deep learning methodologies  – a comprehensive narrative review},
  author = {Afef Sédiri and Sabri Barbaria and Halil Ceylan and Andrea De Giorgio and Luca Puce and Valentina Stefanica and Nicola Bragazzi and Ismail Dergaa and Hanene Rahmouni},
  year = {2026},
  journal = {Biology of Sport},
  doi = {10.5114/biolsport.2026.161106},
  url = {https://doi.org/10.5114/biolsport.2026.161106}
}

RIS

TY  - JOUR
TI  - Digital twins in sports science: applications for performance 
enhancement, injury prevention, and rehabilitation through 
advanced big data analytics and deep learning methodologies  – a comprehensive narrative review
AU  - Afef Sédiri
AU  - Sabri Barbaria
AU  - Halil Ceylan
AU  - Andrea De Giorgio
AU  - Luca Puce
AU  - Valentina Stefanica
AU  - Nicola Bragazzi
AU  - Ismail Dergaa
AU  - Hanene Rahmouni
PY  - 2026
JO  - Biology of Sport
DO  - 10.5114/biolsport.2026.161106
UR  - https://doi.org/10.5114/biolsport.2026.161106
ER  - 

APA

Sédiri, A., Barbaria, S., Ceylan, H., Giorgio, A. D., Puce, L., Stefanica, V., Bragazzi, N., Dergaa, I., & Rahmouni, H. (2026). Digital twins in sports science: applications for performance enhancement, injury prevention, and rehabilitation through advanced big data analytics and deep learning methodologies – a comprehensive narrative review. Biology of Sport. https://doi.org/10.5114/biolsport.2026.161106

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