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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...
Autores principales: | Ogasawara, Takayuki, Mukaino, Masahiko, Matsuura, Hirotaka, Aoshima, Yasushi, Suzuki, Takuya, Togo, Hiroyoshi, Nakashima, Hiroshi, Saitoh, Eiichi, Yamaguchi, Masumi, Otaka, Yohei, Tsukada, Shingo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
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 |
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