Random forest vs. logistic regression: Predicting angiographic in-stent restenosis after second-generation drug-eluting stent implantation

Zhi Jiang; Longhai Tian; Wei Liu; Bo Song; Chao Xue; Tianzong Li; Jin Chen; Fang Wei

doi:10.1371/journal.pone.0268757

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Open Access

Peer-reviewed

Research Article

Random forest vs. logistic regression: Predicting angiographic in-stent restenosis after second-generation drug-eluting stent implantation

Zhi Jiang ,

Contributed equally to this work with: Zhi Jiang, Longhai Tian

Roles Conceptualization, Formal analysis, Funding acquisition, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Longhai Tian ,

Contributed equally to this work with: Zhi Jiang, Longhai Tian

Roles Data curation, Formal analysis, Investigation, Resources, Validation, Visualization, Writing – review & editing

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Wei Liu,

Roles Data curation, Funding acquisition, Investigation, Resources, Validation, Visualization, Writing – review & editing

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Bo Song,

Roles Data curation, Investigation, Resources

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Chao Xue,

Roles Data curation, Investigation, Resources

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Tianzong Li,

Roles Data curation, Investigation, Resources, Software, Visualization

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Jin Chen,

Roles Data curation, Investigation, Resources

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China
⨯
Fang Wei

Roles Funding acquisition, Project administration, Supervision, Writing – review & editing

* E-mail: wf13639087323@163.com

Affiliations Cardiology Department, Guizhou Provincial People’s Hospital, Guiyang, China, Guizhou Provincial Cardiovascular Disease Institute, Guiyang, China

https://orcid.org/0000-0001-8346-9899

⨯

Random forest vs. logistic regression: Predicting angiographic in-stent restenosis after second-generation drug-eluting stent implantation

Zhi Jiang,
Longhai Tian,
Wei Liu,
Bo Song,
Chao Xue,
Tianzong Li,
Jin Chen,
Fang Wei

Published: May 23, 2022
https://doi.org/10.1371/journal.pone.0268757

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