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

• Main Authors: Kim, Kipyo (Author), Yang, Hyeonsik (Author), Yi, Jinyeong (Author), Son, Hyung-Eun (Author), Ryu, Ji-Young (Author), Kim, Yong Chul (Author), Jeong, Jong Cheol (Author), Chin, Ho Jun (Author), Na, Ki Young (Author), Chae, Dong-Wan (Author), Han, Seung Seok (Author), Kim, Sejoong (Author)
• Format: Book
• Published: JMIR Publications, 2021-04-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundAcute 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 publish...