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

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

Abstract 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...

Bibliografski detalji
Glavni autori:	Megumi Kishimoto‐Urata, Shinji Urata, Hironobu Nishijima, Shintaro Baba, Yoko Fujimaki, Kenji Kondo, Tatsuya Yamasoba
Format:	Članak
Jezik:	English
Izdano:	Wiley 2023-10-01
Serija:	Laryngoscope Investigative Otolaryngology
Teme:	Bell's palsy machine learning Ramsay Hunt syndrome
Online pristup:	https://doi.org/10.1002/lio2.1145

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