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Selective Prediction With Long Short-term Memory Using Unit-Wise Batch Standardization for Time Series Health Data Sets: Algorithm Development and Validation

BACKGROUND: In any health care system, both the classification of data and the confidence level of such classifications are important. Therefore, a selective prediction model is required to classify time series health data according to confidence levels of prediction. OBJECTIVE: This study aims to d...

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Detalles Bibliográficos
Autores principales: Nam, Borum, Kim, Joo Young, Kim, In Young, Cho, Baek Hwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8965672/
https://www.ncbi.nlm.nih.gov/pubmed/35289753
http://dx.doi.org/10.2196/30587