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A total of 14 result was found. Results that relate to Logistic regression

The influencing factors of changes in medication compliance of hypertensive patients in some areas of China

Published on New Medicine 2021,31(1):81-87.
16437 times 5163 times

Tai-Sen HAN Chen-Chen ZHAI Zhen-Huan LUO Jia-Hui GU Qi BAO Xiao-Dong GUAN Lu-Wen SHI

Hypertension Medication adherence Logistic regression using panel data Affected factor
Details
Implementation of conditional Logistic regression in case-crossover study in Python

Published on Journal of Mathematical Medicine 2023,36(5):321-325.
10489 times 2469 times

Qing-Yu ZHANG Pei-Zheng LI Chen-Xi LUO Xiang-Ying LI Lu MA

Python Conditional Logistic regression Case-crossover study
Details
Construction of the risk predition model of mild cognitive impairment in hospitalized elder patients

Published on New Medicine 2024,34(1):14-24.
11590 times 2987 times

WU Ruikai MA Long ZHOU Xiaohui HAN Zhengfeng

Mild cognitive impairment Multivariate Logistic regression model Decision tree model Neural network model Prediction model Elderly
Details
The size of P value does not equal to the magnitude of difference or correlation

Published on Journal of Mathematical Medicine 2024,37(3):158-163.
11264 times 3466 times

ZHENG Qiaolan LIN Yanwei WANG Jingzhou

P value t-test Chi-square test Pearson linear correlation analysis Logistic regression analysis
Details
Effect of early vitamin D supplementation on the incidence of preeclampsia in primigravid women

Published on Frontiers in Pharmaceutical Sciences 2024,27(5):810-816.
11423 times 2230 times

LI Yanan YANG Mo MIAO Huanhuan YANG Qing

Vitamin D Preeclampsia Adverse pregnancy outcome Logistic regression Calcium Fetus Maternity Early pregnancy Premature
Details
Analysis of the factors influencing the efficacy of conventional Western medicine treatment on patients with acute exacerbation of COPD

Published on Frontiers in Pharmaceutical Sciences 2024,27(7):1248-1256.
11745 times 2272 times

GAO Xiaoxue LI Yanfei LIU Baozhu

Chronic obstructive pulmonary disease Conventional treatment Therapeutic efficacy Risk factors Individualized therapy Logistic regression
Details
Construction and validation of a predictive model for the risk of myelosuppression after first-line chemotherapy in patients with advanced colorectal cancer

Published on New Medicine 2025,35(1):33-40.
12947 times 2578 times

WANG Xuexing ZHANG Rong CHU Jie LIU Zhijin

Colorectal cancer Chemotherapy Myelosuppression Risk prediction models Logistic regression analysis
Details
Construction and validation of the diagnostic model for metabolic dysfunction-associated steatotic liver disease among the non-obese population

Published on New Medicine 2025,35(2):141-150.
17658 times 2817 times

WANG Yufeng HU Minxuan LI Yuntao ZHU Kexin JI Guozhong YUAN Yuan

Metabolic dysfunction-associated steatotic liver disease Non-obese Diagnostic model Logistic regression Predictive model
Details
Risk factor analysis of tigecycline-induced hypofibrinogenemia in elderly patients and the establishment of its prediciton model

Published on Frontiers in Pharmaceutical Sciences 2025,29(2):277-283.
11161 times 1762 times

QIN Yan ZHOU Yijia SHEN Yun CHEN Zhe YE Yanrong ZOU Ye

Tigacycline Hypofibrinogenemia Risk factors Nomogram Elderly Logistic regression Adverse reaction Receiver operating characteristic curve
Details
Impact of integrated treatment system for patients with severe trauma on the efficiency and quality of treatment

Published on Journal of Mathematical Medicine 2025,38(10):774-779.
10012 times 1835 times

ZHOU Tianmin GAO Yingying ZHOU Liang HAN Ning ZHANG Chao CHEN Yanbing TANG Cheng

Integrated trauma care system Emergency Severe trauma Logistic regression analysis
Details
Pharmacovigilance analysis of drug-related extrapyramidal symptoms based on the FAERS database

Published on Frontiers in Pharmaceutical Sciences 2025,29(12):2056-2064.
5432 times 1451 times

WU Lihua WANG Huiying CHEN Yangyi PAN Lu RAO Mei

Drug related extrapyramidal symptoms Adverse drug reactions Pharmacovigilance Signal Mining FAERS database Logistic regression
Details
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.
4208 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
Details
Stacking ensemble analysis of key genes in pulmonary fibrosis

Published on Frontiers in Pharmaceutical Sciences 2026,30(5):748-758.
2909 times 623 times

ZHANG Xu ZHANG Shiping HAO Zhihang LI Junyan TAN Nana NI Shifeng WANG Le HU Jingbo WANG Huan

Pulmonary fibrosis Stacking ensemble Logistic regression Support vector machine Feature importance
Details
Application value of blood lithium monitoring in relapse prediction of maintenance treatment for bipolar disorder

Published on New Medicine 2026,36(6):611-616.
2455 times 936 times

JIANG Wei WANG Weige FENG Nan LIU Jinsong

Bipolar disorder Mean serum lithium level Thyroid-stimulating hormone Relapse prediction Logistic regression
Details