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Research progress on artificial intelligence methods and applications for small sample data in medicine

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):938-951.
4975 times 920 times

WANG Longhao QIAN Li WU Yazhou

Small sample data Artificial intelligence methods Medical applications
Details
Application and frontier exploration of retrieval-augmented generation technology in medical artificial intelligence

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):962-971.
4947 times 861 times

JIN Zhe ZOU Jian LI Xiao Lyu Jiaxin HU Zhongxu FENG Da

Large language model Retrieval-augmented generation Hallucination problem Medical information retrieval
Details
Analysis of the disease burden of breast cancer in Sinosphere countries from 1990 to 2021

Published on New Medicine 2025,35(9):1024-1032.
4940 times 593 times

HUANG Haihua HE Qiqiang

Breast cancer Disability-adjusted life years Sinosphere countries Incidence Mortality Disease burden
Details
Effect of discharge preparation services based on IMB model in patients undergoing metabolic and bariatric surgery

Published on New Medicine 2025,35(9):996-1003.
4872 times 628 times

FANG Shu ZHANG Cheng LI Zhen DU Li

Obesity Metabolic and bariatric surgery Information-motivation-behavior model Discharge preparation service
Details
The incidence of postoperative pulmonary infection in patients undergoing craniotomy and its influencing factors: a Meta-analysis

Published on New Medicine 2025,35(9):1074-1083.
4828 times 692 times

WU Chen ZHENG Qiuling JIANG Yaxin LI Zimeng CHEN Bizhen

Craniotomy Pulmonary infection Risk factors Incidence rate Meta-analysis
Details
Analysis and trend prediction of the disease burden of atrial fibrillation and flutter in China from 1990 to 2021

Published on New Medicine 2025,35(8):892-902.
4770 times 869 times

HUO Wenxia MA Yan WU Ruikai HAN Zhengfeng

Atrial fibrillation and flutter Age-period-cohort model Prediction Global disease burden Autoregressive integrated moving average model
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Research progress on dyadic coping strategies in improving compliance with continuous positive airway pressure therapy for obstructive sleep apnea

Published on New Medicine 2025,35(8):967-973.
4769 times 852 times

LI Tianjiao FENG Qiao HAN Jiming ZHAO Libo NIE Tingyu LIU Meilin MA Yao LIU Lin

Obstructive sleep apnea Continuous positive airway pressure Dyadic coping Partner Sleep quality
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.
4734 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
The effect of combined photodynamic therapy with α-melittin-PPIX-NP on the biological behavior of B16-F10 cells

Published on New Medicine 2025,35(9):1048-1056.
4667 times 593 times

LI Sanrong ZHANG Yan XIAO Min GENG Yuanyuan

Melittin Photodynamic therapy Melanoma Hemolysis of red blood cells SR-B1 receptor Cell apoptosis Bone marrow-derived dendritic cells
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The prevalence of comorbidity of diabetes, hypertension and hyperlipidemia among Chinese residents: a Meta-analysis

Published on Journal of Mathematical Medicine 2025,38(8):611-619.
4662 times 919 times

YANG Tingyu AN Xuemei HONG Zhongxi HUANG Chen LUO Yongyuan XIONG Xiya ZHOU Xianyu

Diabetes Hypertension Hyperlipemia Comorbidity Prevalence Meta-analysis
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.
4630 times 840 times

HUANG Shi LIN Dandan

Rectal squamous cell carcinoma Machine learning Prediction model Prognosis
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Advances of the chemical components and pharmacological effects of dragon's blood

Published on Frontiers in Pharmaceutical Sciences 2025,29(9):1593-1604.
4593 times 803 times

YAN Xiaorui ZHAO Xiangxuan

Dragon's blood Natural compounds Anti-inflammatory and analgesic Anti-platelet aggregation Neuroprotection Anti-tumor
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Application of high-fidelity simulators in clinical teaching of transthoracic echocardiography

Published on New Medicine 2025,35(9):1115-1120.
4544 times 800 times

WANG Shuang WANG Aili SONG Wanwan ZHOU Jianliang

Simulation teaching High-fidelity simulator Transthoracic echocardiography Standardized training of resident physicians
Details
Disease spectrum analysis of rare disease patients in Tianjin Children's Hospital from 2015 to 2024

Published on New Medicine 2025,35(8):903-909.
4469 times 908 times

DONG Zhencai LIU Wei

Rare diseases Disease spectrum Diagnosis and treatment Children
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Sinicization and reliability and validity testing of the Chronic Disease Economic Toxicity Scale

Published on New Medicine 2025,35(8):940-946.
4464 times 849 times

ZHU Xiaoling WANG Lang TIAN Yanzhen ZHANG Zhen WEI Shiyi LI Qingfeng LONG Yanhong TANG Jie

Chronic disease Financial toxicity Chronic Disease Economic Toxicity Scale Transcultural adaptation Reliability Validity
Details
Systematic review and Meta-analysis of the association between polycyclic aromatic hydrocarbons exposure and blood pressure

Published on New Medicine 2025,35(9):1084-1090.
4440 times 576 times

XIAO Yuqing SHI Xianwen LIU Qin

Polycyclic aromatic hydrocarbons Blood pressure Environmental exposure Meta- analysis Systematic review
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Study and discussion on microbial challenge test for compatibility stability of injections

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1329-1335.
4413 times 758 times

LIU Qianying HUANG Cuiping ZHANG Jixin WANG Yuqing ZHANG Qin ZHANG Na

Clinical compatibility Compatibility stability Microbial challenge Methocarbamol injection
Details
Research progress on new dosage forms and new technology for the formulation of the insoluble drug aprepitant

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1431-1440.
4335 times 718 times

ZHANG Tao LUO Yu ZHANG Xu WANG Deyan WANG Qianru XU Yuan HU Taomin GAO Xiurong

Aprepitant Nausea and vomiting New dosage forms New technology in formulation
Details
Inflammatory factors and inflammatory bowel disease: a univariate and multivariate Mendelian randomized study

Published on New Medicine 2025,35(9):1066-1073.
4317 times 589 times

WANG Xiaoling ZHANG Huiling ZHANG Kun

Mendelian randomization Inflammatory bowel disease Crohn's disease Ulcerative colitis Inflammatory factors
Details
Imbalance analysis and signal evolution map of olanzapine pharmacovigilance based on evidence from the FAERS database

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1352-1359.
4303 times 645 times

YAN Fuyang LI Yang DU Chengrong XIA Lehong

Olanzapine Adverse drug events FAERS Schizophrenia Pharmacovigilance
Details