Risk prediction for acute kidney disease and adverse outcomes in patients with chronic obstructive pulmonary disease: an interpretable machine learning approach

Risk prediction for acute kidney disease and adverse outcomes in patients with chronic obstructive pulmonary disease: an interpretable machine learning approach

<p>Little is known about acute kidney injury (AKI) and acute kidney disease (AKD) in patients with chronic obstructive pulmonary disease (COPD) and COPD mortality based on the acute/subacute renal injury. This study develops machine learning models to predict AKI, AKD, and mortality in COPD pa...

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Bibliographic Details
Main Author: Siqi Jiang (4092664) (author)
Other Authors: Lingyu Xu (8845568) (author), Xinyuan Wang (4887079) (author), Chenyu Li (120599) (author), Chen Guan (3108252) (author), Lin Che (848561) (author), Yanfei Wang (513529) (author), Xuefei Shen (16988548) (author), Yan Xu (14594) (author)
Published: 2025
Subjects:
Biochemistry
Medicine
Microbiology
Immunology
Developmental Biology
Marine Biology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Acute kidney disease
acute kidney injury
chronic obstructive pulmonary disease
machine learning
mortality
predictive model
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