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A total of 96 result was found. Results that relate to Data

Differences of volatile components in Perilla folium with different leaf colors analyzed by HS-SPME-GC-MS combined with smart aroma database

Published on Frontiers in Pharmaceutical Sciences 2025,29(7):1090-1098.
4919 times 521 times

LIU Wenli WU Yanpei NIE Lixing KANG Shuai CHEN Lizhi YU Shuang LI Lingxi WEI Feng

Perilla folium Headspace solid-phase microextraction-gas chromatography-mass spectrometry Smart aroma database Color Correlation Difference
Details
Charcteristics and medication rules in pescriptions of Taiping Huimin Heji Jufang for external preparation based on data mining

Published on Frontiers in Pharmaceutical Sciences 2025,29(7):1192-1200.
4749 times 546 times

ZHANG Jianjun HE Xueling

Taiping Huimin Heji Jufang External preparations Function characteristics Mian efficacy Medication rules Data mining
Details
Interpretation of the MIMIC database from structure to content

Published on Journal of Mathematical Medicine 2025,38(8):566-572.
4930 times 621 times

WANG Xiaoli MAO Zhi

MIMIC database Data structure Data types Privacy protection Medical research
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Mining of adverse reaction signals of amlodipine based on the FAERS database and the construction of a digital and intelligent pharmacovigilance platform

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):846-854.
2641 times 649 times

HU Yanghui QIU Ziyan ZHANG Bingsong

Amlodipine Adverse drug event Signal mining FAERS database Digital intelligent platform
Details
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.
2238 times 565 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
Details
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.
2199 times 520 times

GUO Jian Gulidanna·Asihaer ZHANG Shuyang

Rare disease Data collection Data management Digital intelligence
Details
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.
2776 times 600 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.
3221 times 605 times

WANG Longhao QIAN Li WU Yazhou

Small sample data Artificial intelligence methods Medical applications
Details
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.
2568 times 612 times

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

Rare events Imbalanced data Data-driven Deep learning
Details
Applications and prospects of transfer learning in rare diseases research

Published on Chinese Journal of Pharmacoepidemiology 2025,34(8):986-992.
2032 times 554 times

ZHENG Xueying QIN Guoyou YU Yongfu

Rare diseases Scarce data Transfer learning
Details
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.
2596 times 459 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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Signal mining and analysis of brinzolamide-associated adverse events based on the FAERS database

Published on Frontiers in Pharmaceutical Sciences 2025,29(8):1368-1375.
2396 times 482 times

CHEN Ayin JIANG Hui GAO Liang

Brinzolamide Adverse drug events FAERS database glaucoma
Details
Association of ondansetron use with short- and long-term prognosis in patients with severe cerebrovascular disease: a retrospective cohort study based on the MIMIC-Ⅳ database

Published on Chinese Journal of Pharmacoepidemiology 2025,34(9):1017-1024.
1736 times 379 times

QIN Sisi ZHOU Yuping XIAO Jijie

Ondansetron Severe cerebrovascular disease Prognosis MIMIC-Ⅳ database
Details
Patent analysis and technological development trends of Millettia speciosa based on the HimmPat patent database

Published on Frontiers in Pharmaceutical Sciences 2025,29(9):1568-1575.
2115 times 345 times

LI Guobin WU Jiayan SU Rubin ZHAO Bin

Millettia speciosa Patent analysis HimmPat patent database Technological development trends Development strategies
Details
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.
2215 times 376 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
Details