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Cognitive trajectories modeling of rare reversion in mild cognitive impairment

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):877-886.
6614 times 1493 times

QIN Yao HUO Yanji ZHOU Jing ZHOU Yan HAN Hongjuan CUI Jing YU Hongmei

Mild cognitive impairment Reversion Rare events Functional principal component analysis Multi-state model
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Study on the method of using attention mechanism and meta-learning to diagnose autism under small sample multi-omics condition

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):887-896.
6078 times 1358 times

WANG Qi XIE Kun LIANG Xuezhi LUO Xiangyang LIU Ying CHEN Wen

Autism diagnosis Attention mechanism Meta learning Small sample Multi-omics data integration
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Rare disease clinical research data collection and management challenges and digital intelligence response strategies

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):897-907.
6112 times 1368 times

GUO Jian Gulidanna·Asihaer ZHANG Shuyang

Rare disease Data collection Data management Digital intelligence
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Perioperative rare adverse reactions discovery: real-world data foundations and methodological advances

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):917-925.
7139 times 1508 times

YIN Xuan HUANG Ruijian KONG Siyu ZHOU Jifang

Adverse drug reaction Perioperative Pharmacovigilance Digital and intelligent integration Real-world study Methodology
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Research progress on rare real-world data-driven target trial emulation for drug repurposing

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):926-937.
7843 times 1530 times

LI Bosheng HUANG Xuan WANG Wenxuan YANG Wenyun YAN Fangrong

Target trial emulation Real-world data Propensity Score Drug repurposing Digital intelligence technology
Details
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.
9706 times 1599 times

WANG Longhao QIAN Li WU Yazhou

Small sample data Artificial intelligence methods Medical applications
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Research progress on big-data-driven analysis strategies for imbalanced data of rare events

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):952-961.
6829 times 1436 times

ZHOU Jiangjie WANG Yutong FENG Tian MENG Xianglong LIANG Baosheng WANG Shengfeng

Rare events Imbalanced data Data-driven Deep learning
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.
13661 times 1602 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
Mechanism of agiophyllum oligo saccharides in improving type 2 diabetes mellitus related liver injury based on proteomics method

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1261-1270.
6528 times 1310 times

ZHANG Zihan ZHANG Xiaojie YANG Yuze YANG Tianshuo XING Dongyang MA Qianqian BAO Shuyin

Agiophyllum oligo saccharides Type 2 diabetes mellitus Liver injury Proteomics
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Mechanism of houttuynia cordata aqueous extract inhibiting endotoxin-induced uveitis in rats based on the anti-inflammatory signaling pathways of PI3K, Wnt and NF-κB

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1271-1279.
6570 times 1238 times

ZHANG Cheng GAO Chenfei FEI Chunxia QU Fei

Houttuynia cordata aqueous extract Uveitis Inflammatory factor PI3K/AKT/mTOR Wnt/β-catenin NF-κB/MAPK
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Multi-target regulatory network and screening of core components of classical traditional Chinese medicine against rheumatoid arthritis

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1280-1287.
9672 times 1592 times

ZHU Shanshan ZHOU Junting WU Ting

Rheumatoid arthritis Network pharmacology Core active components GO functional analysis KEGG pathway enrichment analysis Multi-targets
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Study on the integrated processing technology of Isatidis radix based on response surface method

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1288-1295.
6512 times 1241 times

LU Shasha WANG Ning WANG Yumei BAI Zhongjie HE Yuanyuan DAI Wenqian

Isatidis radix Integrated processing and processing of origin Response surface method High performance liquid chromatography
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In vitro and in vivo quality consistency evaluation of loxoprofen sodium hot-melt adhesive patch and its reference preparation

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1296-1302.
8233 times 1374 times

YANG Yang LIU Hui

Loxoprofen sodium patch In vivo and in vitro evaluation In vitro release In vitro permeation Bioequivalence
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Commercial specification standards and quality evaluation of Ginseng Radix et Rhizoma Rubra

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1303-1313.
7773 times 1329 times

FAN Weixu SUN Baohui HOU Fangjie

Ginseng Radix et Rhizoma Rubra Specifications Grades Quality evaluation
Details
Examination and screening of the bacteriostatic efficacy of bacteriostatic agents in Baimai ointment prescriptions

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1314-1320.
6285 times 1197 times

MU Jianping XIE Nan TENG Baoxia HE Xiaowen GAO Yuan HE Xiaoying

Baimai ointment Bacteriostatic efficacy Prescription screening Bacteriostatic agent
Details