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A total of 47 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.
12789 times 2142 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.
10309 times 1923 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.
9571 times 2308 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.
8894 times 1680 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.
10066 times 2025 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.
5652 times 1418 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.
4882 times 1252 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.
7665 times 1361 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.
6413 times 1651 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.
4434 times 1098 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.
5516 times 1349 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.
5951 times 1124 times

HE Wei LI Jialu ZHONG Xuelian GUO Hongxia

Chronic heart failure Malnutrition Prediction models Systematic review Meta-analysis
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Construction of a risk prediction model for fertility anxiety in female thyroid cancer patients of reproductive age

Published on New Medicine 2026,36(4):399-406.
3430 times 1232 times

PENG Jingjun PENG Yuxia ZHANG Wenling HONG Xiaoting LI Yuyu

Reproductive age Thyroid cancer Fertility anxiety Risk prediction model
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Disease burden of metabolic dysfunction-associated steatotic liver disease in the elderly population globally and in China from 1990 to 2021

Published on New Medicine 2026,36(4):428-437.
3577 times 1160 times

ZHANG Qiang ZHAO Xiaoxiao WANG Haibo XU Peng WANG Yaxing ZHAO Xinke LIU Fan LI Jiali HE Tao CHEN Zhengtao Ding Yunhan KE Lixin LI Jieyun XUN Yangqin LU Cuncun

Metabolic dysfunction-associated steatotic liver disease Non-alcoholic fatty liver disease Older adult Disease burden Prediction model
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Development of a predictive model for the risk of antimicrobial drug-induced thrombocytopenia using 5 machine learning algorithms

Published on Chinese Journal of Pharmacoepidemiology 2026,35(6):625-634.
2820 times 826 times

WANG Min SHEN Xiaoyan

Machine learning Antimicrobial drugs Thrombocytopenia Prediction model Risk factors Extreme gradient boosting SHapley Additive exPlanation
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