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A total of 18 result was found. Results that relate to Machine learning

Application of machine learning in the individualized therapy of tacrolimus in transplant patients

Published on Chinese Journal of Pharmacoepidemiology 2023,32(1):82-88.
6649 times 3252 times

Xiao-Ling LU Bing CHEN

Tacrolimus Therapeutic drug monitoring Machine learning Individualized medication
Details
Application of machine learning methods in predicting the risk of irrational use of nar-cotic and psychotropic drugs: current status and considerations

Published on Chinese Journal of Pharmacoepidemiology 2023,32(4):446-457.
8016 times 1646 times

Hu-Zi-Wei ZHOU Yun-Jing ZHANG Yue-Lin YU Xiao-Lu NIE Si-Yan ZHAN Sheng-Feng WANG

Narcotic drugs Psychotropic drugs Drug abuse Substance use disorder Adverse drug reactions Machine learning Prediction model
Details
Bibliometric analysis of the application of machine learning in pharmacovigilance

Published on Chinese Journal of Pharmacoepidemiology 2024,33(7):801-811.
9354 times 1900 times

LI Limin WU Wenyu WEI Fenfang Tang Biyu WU Jianru

Machine learning Pharmacovigilance Bibliometrics
Details
Construction of a prediction model for moderate to severe perimenopausal syndrome based on machine learning algorithms

Published on New Medicine 2024,34(8):871-879.
8930 times 1975 times

ZHANG Min GU Tingting GUAN Wei LIU Xiangxiang SHI Junyao

Perimenopausal syndrome Perimenopausal women Machine learning Prediction
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Signal mining and analysis of adverse events of esketamine based on proportional imbalance method and machine learning algorithms

Published on Chinese Journal of Pharmacoepidemiology 2024,33(9):961-970.
12049 times 2040 times

CHEN Xi LIU Chang LING Yi ZHANG Hewei GUO Xiaojing

Esketamine Treatment-resistant depression Adverse drug event Signal detection Disproportional assay Machine learning algorithm FAERS database Pharmacovigilance
Details
Evaluation of liver fibrosis in patients with metabolic dysfunction-associated steatotic liver disease using ultrasound controlled attenuation parameter combined with clinical features

Published on New Medicine 2024,34(10):1121-1129.
8216 times 1873 times

LIU Chunyu TANG Jingkuan ZHAO Wei

Metabolic dysfunction-associated steatotic liver disease Liver fibrosis Ultrasound Controlled attenuation parameter Machine learning Diagnose
Details
Application of a machine learning-assisted prescription rationality prediction model in perioperative rational drug use management

Published on Chinese Journal of Pharmacoepidemiology 2024,33(11):1219-1228.
10162 times 1695 times

FAN Lijuan ZHANG Zhiqi CHENG Xiaojun YUE xiunan CHENG Haiyan SHANG Nan

Prescription rationality Machine learning Perioperative period Clinical pharmacy Prescription review
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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.
8526 times 1051 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
Details
The role of neutrophil extracellular traps in ulcerative colitis

Published on New Medicine 2025,35(3):289-302.
7674 times 1843 times

MENG Qiuyue YUAN Yifan LI Na LU Jiali YE Mei

Neutrophil extracellular traps Ulcerative colitis Single-cell and bulk RNA sequencing Machine learning Molecular classification
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Constructing a predictive model for mild cognitive impairment in elderly individuals with coexisting multiple diseases based on machine learning algorithms

Published on New Medicine 2025,35(4):409-418.
8807 times 1592 times

ZHANG Lei HU Xintao CHEN Wei XIANG Xuan ZOU Ting MIAO Haijun WU Ruikai ZHOU Xiaohui

Mild cognitive impairment Coexistence of multiple illnesses Machine learning Predictive model Shapley addition explantation algorithm
Details
Identification of mitochondrial feature genes for type 2 diabetes mellitus based on bioinformatics and machine learning

Published on Journal of Mathematical Medicine 2025,38(4):237-247.
9452 times 1637 times

REN Jing LI Yuting LIU Xiaoqin MENG Xianglong

Type 2 diabetes mellitus Mitochondrial gene Bioinformatics Machine learning
Details
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.
4631 times 840 times

HUANG Shi LIN Dandan

Rectal squamous cell carcinoma Machine learning Prediction model Prognosis
Details
Research on machine learning model-assisted screening of high-risk tumor surgery patients and the effectiveness of pre-admission management

Published on New Medicine 2025,35(9):987-995.
4735 times 682 times

GONG Yuhong SHANG Nan HE Yasha ZHANG Shaoguo WANG Wentian YANG Zhuang YANG Lulu LIU Yanmei GAO Hongmei ZHAO Jingyuan ZHOU Peibin

Pre-admission model Length of stay Hospitalization costs Propensity score matching Machine learning High-risk tumor patients
Details
Risk factors of vancomycin-related acute kidney injury in elderly patients based on machine learning

Published on Chinese Journal of Pharmacoepidemiology 2025,34(9):1032-1041.
3043 times 689 times

GUO Xinyu DAI Libo YANG Hongxin

Vancomycin Acute kidney injury Elderly patients Risk factor Machine learning
Details
Construction of a prediction model for arteriovenous fistula maturation failure in hemodialysis patients based on machine learning algorithms

Published on New Medicine 2025,35(10):1121-1127.
2851 times 591 times

WANG Gaoyuan LI Mingfeng

Arteriovenous fistula Maturation failure Hemodialysis Artificial intelligence Machine learning
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