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A total of 6 result was found. Results that relate to Random forest

Construction and validation of a prognostic risk model for patients with acute myeloid leukemia based on bioinformatics

Published on Journal of Mathematical Medicine 2023,36(12):888-898.
15037 times 2799 times

Si-Na ZHANG Shu-Jie MA

Acute myeloid leukemia Bioinformatics The Cancer Genome Atlas Genotype-Tissue Expression Prognostic model Random forest
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Construction of a predictive model for the risk of aspiration in enteral nutrition patients in ICU

Published on New Medicine 2025,35(1):22-32.
16195 times 2934 times

CHEN Yue ZHANG Hui GUAN Chun HU Fasheng

Enteral nutrition Aspiration ICU Lasso regression Random forest Predictive model Nomogram
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Construction of the risk prediction model of Helicobacter pylori infection based on Machine learning method

Published on Frontiers in Pharmaceutical Sciences 2025,29(2):265-276.
12182 times 1961 times

LIU Jili WANG Fengmei LIU Yang ZHANG Menghua ZHANG Zhenzhen YIN Bo LIU Yutong JIAO Shengchun

Helicobacter pylori Correlative factor Machine learning Prediction model Support vector Random forest
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Assessment of current status and influencing factors of financial toxicity among elderly hypertensive patients in rural Zhuzhou

Published on New Medicine 2025,35(11):1294-1302.
8501 times 1652 times

ZHANG Zhen WEI Shiyi TIAN Yanzhen WU Yanxian WANG Lang ZHANG Shiji FENG Nina

Elderly hypertension Financial toxicity Self-management behavior Influencing factors Random forest model
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Research on influencing factors of cognitive function in the middle-aged and elderly people: an empirical analysis based on CHARLS

Published on Journal of Mathematical Medicine 2026,39(5):319-327.
4212 times 1005 times

ZHU Xinya FENG Jiayun YE Sha SHEN Jie MAI Yiyi RONG Fen

Middle-aged and elderly people Cognitive function Influencing factors Logistic regression model Random forest model
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Exploring strategies for constructing optimal combined forecasting models for health human resources based on personnel numbers in Anhui Province's healthcare institutions

Published on New Medicine 2026,36(6):657-664.
1846 times 853 times

WANG Yifan WEI Xinyu WANG Guoying SHEN Zhengxian YIN Qingqing WANG Bin

Health human resources Grey model Random forest model Combined forecasting model
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