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A total of 42 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.
8910 times 1154 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.
6403 times 1019 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.
4287 times 1034 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.
4859 times 767 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.
4742 times 906 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.
2120 times 467 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.
1452 times 374 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.
3872 times 398 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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Machine learning for predicting adverse drug events in polypharmacy: a review of methods and case studies

Published on Chinese Journal of Pharmacoepidemiology 2026,35(3):327-335.
1356 times 408 times

LONG Yujun LIU Jianzhao YANG Zhirong

Polypharmacy Adverse drug events Machine learning Graph convolutional neural network Prediction model
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Analysis of disease burden of fungal lower respiratory tract infection in China from 1990 to 2021 and the prediction of the development trend

Published on Journal of Mathematical Medicine 2026,39(2):81-91.
1165 times 318 times

XIAO Qiang DONG Susu TAN Yafen ZHANG Xuan YAO Lu LI Qiuping CHEN Hongjia WANG Tianli

Fungal lower respiratory tract infection Disease burden Mortality Disability-adjusted life year Global Burden of Disease Study database ARIMA prediction model
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Construction and verification of a nomogram model for the risk of acute kidney injury in patients treated with vancomycin combined with piperacillin/tazobactam or carbapenems

Published on Chinese Journal of Pharmacoepidemiology 2026,35(3):261-271.
1087 times 281 times

CHU Xiaoxiao SHAO Huan LI Rong WANG Xiaodan GUO Shaobo

Vancomycin Acute kidney injury Nomogram Prediction model SHAP analysis Drug combination
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Malnutrition risk prediction models in patients with chronic heart failure: a systematic review and Meta-analysis

Published on New Medicine 2026,36(2):203-210.
1820 times 249 times

HE Wei LI Jialu ZHONG Xuelian GUO Hongxia

Chronic heart failure Malnutrition Prediction models Systematic review Meta-analysis
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