Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model

Abstract Both intradialytic hypotension (IDH) and hypertension (IDHTN) are associated with poor outcomes in hemodialysis patients, but a model predicting dual outcomes in real-time has never been developed. Herein, we developed an explainable deep learning model with a sequence-to-sequence-based att...

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Bibliographic Details
Main Authors: Donghwan Yun, Hyun-Lim Yang, Seong Geun Kim, Kwangsoo Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Seung Seok Han
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45282-1