Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models

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Bibliographic Details
Main Authors: Guang Tu, Zhonglan Cai, Ling Wu, Hang Yu, Hongke Jiang, Haijian Luo
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12352758/?tool=EBI
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author Guang Tu
Zhonglan Cai
Ling Wu
Hang Yu
Hongke Jiang
Haijian Luo
author_facet Guang Tu
Zhonglan Cai
Ling Wu
Hang Yu
Hongke Jiang
Haijian Luo
author_sort Guang Tu
collection DOAJ
format Article
id doaj-art-2cb8ae7faa4d47179c4add2529f441e8
institution Kabale University
issn 1932-6203
language English
publishDate 2025-01-01
publisher Public Library of Science (PLoS)
record_format Article
series PLoS ONE
spelling doaj-art-2cb8ae7faa4d47179c4add2529f441e82025-08-23T05:31:44ZengPublic Library of Science (PLoS)PLoS ONE1932-62032025-01-01208Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning modelsGuang TuZhonglan CaiLing WuHang YuHongke JiangHaijian Luohttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC12352758/?tool=EBI
spellingShingle Guang Tu
Zhonglan Cai
Ling Wu
Hang Yu
Hongke Jiang
Haijian Luo
Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
PLoS ONE
title Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
title_full Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
title_fullStr Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
title_full_unstemmed Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
title_short Predicting in-hospital mortality in ICU patients with Coronary heart disease and diabetes mellitus using machine learning models
title_sort predicting in hospital mortality in icu patients with coronary heart disease and diabetes mellitus using machine learning models
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12352758/?tool=EBI
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AT lingwu predictinginhospitalmortalityinicupatientswithcoronaryheartdiseaseanddiabetesmellitususingmachinelearningmodels
AT hangyu predictinginhospitalmortalityinicupatientswithcoronaryheartdiseaseanddiabetesmellitususingmachinelearningmodels
AT hongkejiang predictinginhospitalmortalityinicupatientswithcoronaryheartdiseaseanddiabetesmellitususingmachinelearningmodels
AT haijianluo predictinginhospitalmortalityinicupatientswithcoronaryheartdiseaseanddiabetesmellitususingmachinelearningmodels