Detecting patient subgroups using reduced set of disease-related markers with iterative pruning Principal Component Analysis (ipPCA)

Chaichoompu Kridsadakorn; Cleynen Isabelle; Fouladi Ramounac; Ellinghaus David; Ubenthal Matthias H.; Van Steen Kristel

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Detecting patient subgroups using reduced set of disease-related markers with iterative pruning Principal Component Analysis (ipPCA)

机译：使用减少的疾病相关标记集和迭代修剪主成分分析（ipPCA）来检测患者亚组

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《Genetic epidemiology.》 |2015年第7期|共2页
作者
Chaichoompu Kridsadakorn; Cleynen Isabelle; Fouladi Ramounac; Ellinghaus David; Ubenthal Matthias H.; Van Steen Kristel;
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正文语种 eng
中图分类流行病学与防疫;
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1. Detecting patient subgroups using reduced set of disease-related markers with iterative pruning Principal Component Analysis (ipPCA) [J] . Chaichoompu Kridsadakorn, Cleynen Isabelle, Fouladi Ramounac, Genetic epidemiology. . 2015,第7期

机译：使用减少的疾病相关标记集和迭代修剪主成分分析（ipPCA）来检测患者亚组
2. Exploratory analysis for detecting population structures by iterative pruning based on independent component analysis [J] . Park Mira, Choi Eunbin, Lee Heonsu, International journal of data mining and bioinformatics . 2019,第1期

机译：基于独立组分分析的迭代修剪检测人口结构的探索性分析
3. Associations between markers of subclinical atherosclerosis and dietary patterns derived by principal components analysis and reduced rank regression in the Multi-Ethnic Study of Atherosclerosis (MESA) [J] . Nettleton JA, Steffen LM, Schulze MB, The American Journal of Clinical Nutrition: Official Journal of the American Society for Clinical Nutrition . 2007,第6期

机译：在多族裔动脉粥样硬化研究（MESA）中，通过主成分分析和降低的等级回归得出的亚临床动脉粥样硬化标志物与饮食模式之间的关联
4. Improved iterative pruning principal component analysis with graph-theoretic hierarchical clustering [C] . Amornbunchornvej C., Limpiti T., Assawamakin A., Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2012 9th International Conference on . 2012

机译：图论层次聚类的改进的迭代修剪主成分分析
5. Reconstructing electrocardiogram leads from a reduced lead set through the use of patient-specific transforms and independent component analysis. [D] . Ostertag, Michael H. 2014

机译：通过使用特定于患者的变换和独立的成分分析，从减少的导线集中重建心电图导线。
6. Study of large and highly stratified population datasets by combining iterative pruning principal component analysis and structure [O] . Tulaya Limpiti, Apichart Intarapanich, Anunchai Assawamakin, 2011

机译：结合迭代修剪主成分分析和结构研究大型且高度分层的人口数据集
7. Study of large and highly stratified population datasets by combining iterative pruning principal component analysis and structure [O] . Tulaya Limpiti, Apichart Intarapanich, Anunchai Assawamakin, 2011

机译：结合迭代修剪主成分分析和结构研究大型且高度分层的人口数据集

Detecting patient subgroups using reduced set of disease-related markers with iterative pruning Principal Component Analysis (ipPCA)

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