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Real-Time Clinical Decision Support Based on Recurrent Neural Networks for In-Hospital Acute Kidney Injury: External Validation and Model Interpretation

BACKGROUND: Acute kidney injury (AKI) is commonly encountered in clinical practice and is associated with poor patient outcomes and increased health care costs. Despite it posing significant challenges for clinicians, effective measures for AKI prediction and prevention are lacking. Previously publi...

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Detalles Bibliográficos
Autores principales: Kim, Kipyo, Yang, Hyeonsik, Yi, Jinyeong, Son, Hyung-Eun, Ryu, Ji-Young, Kim, Yong Chul, Jeong, Jong Cheol, Chin, Ho Jun, Na, Ki Young, Chae, Dong-Wan, Han, Seung Seok, Kim, Sejoong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087972/
https://www.ncbi.nlm.nih.gov/pubmed/33861200
http://dx.doi.org/10.2196/24120