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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Pubblicato in:J Med Internet Res
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: JMIR Publications 2021
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Original Paper
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8087972/
https://ncbi.nlm.nih.gov/pubmed/33861200
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/24120
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