Ensemble averaging for categorical variables: Validation study of imputing lost data in 24-h recorded postures of inpatients

Acceleration sensors are widely used in consumer wearable devices and smartphones. Postures estimated from recorded accelerations are commonly used as features indicating the activities of patients in medical studies. However, recording for over 24 h is more likely to result in data losses than reco...

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Detalles Bibliográficos
Autores principales: Ogasawara, Takayuki, Mukaino, Masahiko, Matsuura, Hirotaka, Aoshima, Yasushi, Suzuki, Takuya, Togo, Hiroyoshi, Nakashima, Hiroshi, Saitoh, Eiichi, Yamaguchi, Masumi, Otaka, Yohei, Tsukada, Shingo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9910696/
https://www.ncbi.nlm.nih.gov/pubmed/36776969
http://dx.doi.org/10.3389/fphys.2023.1094946

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9910696/
https://www.ncbi.nlm.nih.gov/pubmed/36776969
http://dx.doi.org/10.3389/fphys.2023.1094946

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