《Medical Data Mining》

作品数:142被引量:20H指数:2
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《Medical Data Mining》
主办单位:TMR Publishing Group
最新期次:2024年4期更多>>
发文主题:META-ANALYSISTRADITIONAL_CHINESE_MEDICINEDATA_MININGBASED_ONTREATMENT更多>>
发文领域:医药卫生自动化与计算机技术理学文化科学更多>>
发文基金:国家自然科学基金国家社会科学基金国家科技支撑计划更多>>
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Circulating metabolites difference in type 2 diabetes patients from regions:a cross-sectional study
《Medical Data Mining》2024年第4期1-9,共9页Jiang-Lan Long Zeng-Hui Miao Ling-Wei Kong Hui-Jing Cui Na-Na Zhang Dan Yan 
supported by the National Natural Science Foundation of China(82130112);Capital’s Funds for Health Improvement and Research(CFH2024-2-1193);the Youth Beijing Scholar(2022-051).
Background:Type 2 diabetes(T2D)has already become a global pandemic.As its simple,rapid,economical,and relatively non-invasive,metabolic markers have become a method for T2D diagnosis.However,region,race,and diet all ...
关键词:type 2 diabetes metabolomics REGION high-resolution mass spectrometer 
Deciphering the role of FSCN family genes in cancer:a pan-cancer bioinformatics study
《Medical Data Mining》2024年第4期10-18,共9页Wen-Shuai Zhang Dan-Yang Ren Xin Li 
supported by grants from the Tianjin Health Technology Project(Grant no.2022QN106).
Background:The Fascin(FSCN)family,comprising actin-bundling proteins,plays vital roles in cytoskeletal reorganization and cell migration.FSCN1,FSCN2,and FSCN3 are implicated in cancer progression through cell motility...
关键词:Fascin family pan-cancer analysis gene expression copy number variation tumor mutational burden 
Characterization of immunogenic cell death-related genes predicting prognosis in colon adenocarcinoma
《Medical Data Mining》2024年第4期19-27,共9页Jie Chen Hong-Yi Zhou Fu-Yi Xie 
Background:Colon adenocarcinoma(COAD)is a gastrointestinal malignancy with a high mortality rate.Studies have confirmed the role of immunogenic cell death(ICD)in different cancer types.However,there is a lack of resea...
关键词:colon adenocarcinoma least absolute shrinkage and selection operator PROGNOSIS immunogenic cell death-related genes 
A practical guideline for univariate meta-analytic structural equation modelling
《Medical Data Mining》2024年第4期28-33,共6页Zhen-Wei Dai Qiu-Chen Yuan 
Background:Meta-analysis is a quantitative approach that systematically integrates results from previous research to draw conclusions.Structural equation modelling is a statistical method that integrates factor analys...
关键词:META-ANALYSIS structural equation modelling meta-analytic structural equation modelling STATISTICS 
Mendelian randomization analysis:the causal relationship between statins and eye diseases
《Medical Data Mining》2024年第4期34-40,共7页Lian-Tai Song Jia-Meng Wei Hao-Ting Jia Feng-Yi Zhang Qing-Fang Deng Yi-Xiao Wang Huai-Zhi Qin Qian Xu 
the Education Department of Hebei Province(Project No.QN2016145)and the University Student Research Project of Chengde Medical University(2024038)for the funding support.
Background:The specific role of statins in the field of ophthalmology is not clear.Statins have the advantages of pleiotropic,relatively safety and low cost,and are a promising choice for the prevention and management...
关键词:Mendel randomization STATINS eye diseases 
Pan-cancer analysis of ORAI family proteins and their genomic alterations
《Medical Data Mining》2024年第4期41-49,共9页Zhan-Bo Wu Wen-Shuai Zhang Dan-Yang Ren Xin Li 
supported by grants from the Tianjin Health Technology Project(Grant no.2022QN106).
Background:The ORAI family of proteins,comprising ORAI1,ORAI2,and ORAI3,plays a crucial role in the regulation of intracellular calcium signaling,which is essential for various cellular functions including proliferati...
关键词:ORAI family calcium signaling cancer progression immune cell infiltration gene expression 
Study on the association of multimorbidity with sleep and diet in young and middle-aged adults in Chongqing region,China
《Medical Data Mining》2024年第4期50-55,共6页Mei Zhao Hai-Hang Qin Rong Sun Jing Zhang Xue-Qin Yan Wei-Wei Liu 
supported by Chongqing Natural Science Foundation General Project(cstc2021jcyi msxmX0069);Chongqing Social Science Planning Project(2022NDYB196).
Background:The prevalence of multimorbidity is increasing,with a notable shift towards younger age groups.Methods:Convenience sampling was employed to select 15,988 young and middle-aged adults in Chongqing as the stu...
关键词:young and middle-aged adults SLEEP DIET MULTIMORBIDITY 
A dialogue between gut microbiota and network pharmacology
《Medical Data Mining》2024年第4期56-57,共2页Shi-Jun Yue 
The gastrointestinal system of the human body is home for a large number and rich variety of microbes,including bacteria,viruses,fungi and protozoa,which are collectively known as the gut microbiota(the largest and mo...
关键词:PREVENTION COLLECTIVE BREAKING 
Employing a random forest model to forecast the likelihood of coronary artery lesions in Kawasaki disease: a study centered on four biomarkers
《Medical Data Mining》2024年第3期1-7,共7页Chu-Xiong Gong Yue-Wen Li Ya-Min Li Zi-Yu Wang Hui-Qing Gao Xiao-Mei Liu 
supported by the Joint Special Fund for Applied Basic Research of Yunnan Provincial Science and Technology Department and Kunming Medical University(202101AY070001-217).
Background:Kawasaki disease is an acute immune vasculitis,which is more common in children under 5 years old.Kawasaki disease mainly affects the cardiovascular system,especially the coronary arteries.Once coronary art...
关键词:Kawasaki disease coronary artery lesions NOMOGRAM machine learning 
A machine learning approach for predictings stroke
《Medical Data Mining》2024年第3期8-16,共9页Yubo Fu 
Background:Stroke is one of the most dangerous and life-threatening disease as it can cause lasting brain damage,long-term disability,or even death.The early detection of warning signs of a stroke can help save the li...
关键词:medical decision making machine learning predictive modeling STROKE imbalanced data 
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