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Un estudio prospectivo de cohorte desarrolla y valida un modelo de aprendizaje automático para predecir la equimosis después de la artroplastia total de rodilla

Xuefeng Luo ^1,2, Wei Bao ^1,3, Yu Ye ⁴

¹Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
²Chongqing Municipal Health Commission Key Laboratory of Musculoskeletal Regeneration and Translational Medicine, Orthopaedic Research Laboratory of Chongqing Medical University, Chongqing, 400016, China.
³Department of Orthopaedics, Banan Hospital of Chongqing Medical University, Chongqing, 401320, China.
⁴Department of Orthopaedics, The Second People's Hospital of Yubei District, Chongqing, 401147, China.
⁵Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. 30545400@qq.com.
⁶Chongqing Municipal Health Commission Key Laboratory of Musculoskeletal Regeneration and Translational Medicine, Orthopaedic Research Laboratory of Chongqing Medical University, Chongqing, 400016, China. 30545400@qq.com.
⁷Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. huangwei68@263.net.
⁸Chongqing Municipal Health Commission Key Laboratory of Musculoskeletal Regeneration and Translational Medicine, Orthopaedic Research Laboratory of Chongqing Medical University, Chongqing, 400016, China. huangwei68@263.net.
⁹Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. liaojunyi@cqmu.edu.cn.
¹⁰Chongqing Municipal Health Commission Key Laboratory of Musculoskeletal Regeneration and Translational Medicine, Orthopaedic Research Laboratory of Chongqing Medical University, Chongqing, 400016, China. liaojunyi@cqmu.edu.cn.

⁰Department of Orthopaedic Surgery, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.

Scientific Reports +

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3 de enero de 2026

Resumen

No abstract available on PubMed

Palabras clave:

La echimosis Aprendizaje automático Manejo perioperatorio de la sangre Modelo de predicción Artroplastia total de la rodilla