Predicting synkinesis caused by Bell's palsy or Ramsay Hunt syndrome using machine learning‐based logistic regression

OBJECTIVE: To investigate whether machine learning (ML)‐based algorithms, namely logistic regression (LR), random forest (RF), k‐nearest neighbor (k‐NN), and gradient‐boosting decision tree (GBDT), utilizing early post‐onset parameters can predict facial synkinesis resulting from Bell's palsy o...

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Detalles Bibliográficos
Autores principales: Kishimoto‐Urata, Megumi, Urata, Shinji, Nishijima, Hironobu, Baba, Shintaro, Fujimaki, Yoko, Kondo, Kenji, Yamasoba, Tatsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Facial Plastics and Reconstructive Surgery
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10601547/
https://www.ncbi.nlm.nih.gov/pubmed/37899861
http://dx.doi.org/10.1002/lio2.1145

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