Using machine learning for early prediction of in-hospital mortality during ICU admission in liver cancer patients

Zhuo Zheng; Jinhong Xia; Jiawei Luo; Lei Du; Xiaobo Zhou; Xiaoyan Yang; Yan Xia; Mengyao Liu; Shixin Huang

doi:10.1038/s41598-025-24369-x

Using machine learning for early prediction of in-hospital mortality during ICU admission in liver cancer patients

Z Zhuo Zheng J Jinhong Xia J Jiawei Luo (State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology) L Lei Du (State Key Laboratory of Microbial Technology) X Xiaobo Zhou X Xiaoyan Yang Y Yan Xia M Mengyao Liu (State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College) S Shixin Huang

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Article Details

Journal Scientific Reports

Volume / Issue Vol. 15, Issue 1

Published November 18, 2025

DOI 10.1038/s41598-025-24369-x

ISSN 2045-2322

Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (9)

Z

Zhuo Zheng

J

Jinhong Xia

J

Jiawei Luo

State Key Laboratory of Quantum Functional Materials, School of Physical Science and Technology

L

Lei Du

State Key Laboratory of Microbial Technology

X

Xiaobo Zhou

X

Xiaoyan Yang

Y

Yan Xia

M

Mengyao Liu

State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College

S

Shixin Huang

Using machine learning for early prediction of in-hospital mortality during ICU admission in liver cancer patients

Article Details

Journal Info

Authors (9)

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