Deep Learning Model for Predicting Intradialytic Hypotension Without Privacy Infringement: A Retrospective Two-Center Study

ObjectivePreviously developed Intradialytic hypotension (IDH) prediction models utilize clinical variables with potential privacy protection issues. We developed an IDH prediction model using minimal variables, without the risk of privacy infringement.MethodsUnidentifiable data from 63,640 hemodialy...

Full description

Bibliographic Details

Published in:	Frontiers in Medicine
Main Authors:	Hyung Woo Kim, Seok-Jae Heo, Minseok Kim, Jakyung Lee, Keun Hyung Park, Gongmyung Lee, Song In Baeg, Young Eun Kwon, Hye Min Choi, Dong-Jin Oh, Chung-Mo Nam, Beom Seok Kim
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-07-01
Subjects:	deep learning intradialytic hypotension machine learning privacy protection hemodialysis
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2022.878858/full