A machine learning model for early candidemia prediction in the intensive care unit: Clinical application

Qiang Meng; Bowang Chen; Yingyuan Xu; Qiang Zhang; Ranran Ding; Zhen Ma; Zhi Jin; Shuhong Gao; Feng Qu

doi:10.1371/journal.pone.0309748

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Open Access

Peer-reviewed

Research Article

A machine learning model for early candidemia prediction in the intensive care unit: Clinical application

Qiang Meng,

Roles Funding acquisition, Visualization, Writing – original draft

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China

https://orcid.org/0000-0002-0132-0001

⨯
Bowang Chen,

Roles Conceptualization

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China
⨯
Yingyuan Xu,

Roles Validation

Affiliation Pulmonary and Critical Care Medicine, Tengzhou Central People’s Hospital, Tengzhou City, Shandong Province, People’s Republic of China
⨯
Qiang Zhang,

Roles Data curation, Validation

Affiliation Pulmonary and Critical Care Medicine, Tengzhou Central People’s Hospital, Tengzhou City, Shandong Province, People’s Republic of China
⨯
Ranran Ding,

Roles Software

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China
⨯
Zhen Ma,

Roles Software

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China
⨯
Zhi Jin,

Roles Data curation, Writing – original draft

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China
⨯
Shuhong Gao ,

Roles Supervision

* E-mail: rmyyzzeq@163.com (FQ); mengqiang1985@126.com(SG)

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China
⨯
Feng Qu

Roles Supervision

* E-mail: rmyyzzeq@163.com (FQ); mengqiang1985@126.com(SG)

Affiliation Jining No. 1 People’s Hospital Affiliated to Shandong First Medical University, Jining, Shandong, China

https://orcid.org/0009-0008-6043-7665

⨯

A machine learning model for early candidemia prediction in the intensive care unit: Clinical application

Qiang Meng,
Bowang Chen,
Yingyuan Xu,
Qiang Zhang,
Ranran Ding,
Zhen Ma,
Zhi Jin,
Shuhong Gao,
Feng Qu

Published: September 9, 2024
https://doi.org/10.1371/journal.pone.0309748

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