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A total of 38 result was found. Results that relate to Prediction model

Systematic review and Meta-analysis of prediction models: a case study on the risk prediction model for hepatocellular carcinoma in patients with chronic hepatitis B

Published on New Medicine 2025,35(8):861-869.
6428 times 948 times

LIU Haorui ZHOU Yesheng LI Yuge YU Shuang SUN Feng WU Shanshan

Prediction models Systematic review Meta-analysis Risk of bias assessment Hepatocellular carcinoma Chronic hepatitis B
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Application of different machine learning algorithms in the construction of prognostic models for rectal squamous cell carcinoma: based on SEER database

Published on New Medicine 2025,35(8):870-877.
4634 times 840 times

HUANG Shi LIN Dandan

Rectal squamous cell carcinoma Machine learning Prediction model Prognosis
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Development and validation of an XGBoost-based prediction model for acute liver injury in statin users

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):867-876.
3344 times 840 times

MENG Xianglong YU Yuelin SUN Yexiang SHEN Peng JIANG Zhiqin ZHU Yu YIN Yueqi ZHAN Siyan WANG Shengfeng

Statins Acute liver injury Prediction model XGBoost algorithm Cost-sensitive learning
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Construction of a prediction model for medication non-adherence of anti- parkinsonian drugs in patients with Parkinson's disease

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1343-1351.
3598 times 596 times

JI Yuanyuan ZHANG Xiaobei [FLJ

Parkinson's disease Medication adherence Influencing factors Prediction model
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Analysis of the changing trends of musculoskeletal disease burden in China from 1990 to 2021 and the prediction of the development trends

Published on Journal of Mathematical Medicine 2025,38(9):642-654.
3497 times 660 times

HUANG Yuli CHEN Long TANG Lifeng WU Yanlin WU Wenjuan WANG Maoyuan

Musculoskeletal disease China Disease burden Global Burden of Disease Study database Disability-adjusted life years ARIMA prediction model
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Bleeding risk prediction models for non-valvular atrial fibrillation patients taking new oral anticoagulants: a systematic review

Published on Chinese Journal of Pharmacoepidemiology 2025,34(12):1413-1422.
1149 times 265 times

ZHANG Huichao YAN Shenghua TIAN Bei

Non-valvular atrial fibrillation New oral anticoagulants Bleeding Prediction model Systematic review
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Analysis of factors affecting the blood concentration of piperacillin-tazobactam sodium in patients with severe traumatic brain injury and construction of a prediction model

Published on Chinese Journal of Pharmacoepidemiology 2026,35(1):17-30.
577 times 163 times

CAO Qin WEI Cui CHEN Shenjue GUO Nina

Piperacillin-tazobactam sodium Severe traumatic brain injury Blood drug concentration Influencing factors Prediction model
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Constructing a depression risk prediction model for elderly people with activities of daily living impairment based on machine learning algorithms

Published on New Medicine 2026,36(1):37-46.
1198 times 153 times

HUANG Siying MA Yan ZHANG Yuan WU Ruikai HAN Zhengfeng

Activity of daily living ability Depression Risk prediction model Machine learning SHAP algorithm
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