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检索条件"主题词=microarray Data"
770 条 记 录,以下是481-490 订阅
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Integrating Gene Expression and Phenotypic Information to Analyze Alzheimer's Disease
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JOURNAL OF ALZHEIMERS DISEASE 2009年 第1期16卷 73-84页
作者: Ray, Monika Zhang, Weixiong Washington Univ Dept Comp Sci & Engn St Louis MO USA Washington Univ Sch Med Dept Genet St Louis MO 63110 USA
The assessment of the relationship between gene expression profiling, clinical and histopathological phenotypes would be better suited to understanding Alzheimer's disease (AD) pathogenesis. We developed a multipl... 详细信息
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Extending the pathway analysis framework with a test for transcriptional variance implicates novel pathway modulation during myogenic differentiation
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BIOINFORMATICS 2007年 第11期23卷 1356-1362页
作者: Kemp, Daniel M. Nirmala, N. R. Szustakowski, Joseph D. Novartis Inst Biomed Res Diabet & Metab Dis Area Cambridge MA 02139 USA Novartis Inst Biomed Res Cambridge MA 02139 USA
Motivation: We describe an extension of the pathway-based enrichment approach for analyzing microarray data via a robust test for transcriptional variance. The use of a variance test is intended to identify additional... 详细信息
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Identifying the candidate genes using co-expression, GO, and machine learning techniques for Alzheimer's disease
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NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS 2022年 第1期11卷 1-12页
作者: Sahu, Shailendra Dholaniya, Pankaj Singh Rani, T. Sobha Univ Hyderabad Sch Comp & Informat Sci Hyderabad India Univ Hyderabad Dept Biotechnol & Bioinformat Hyderabad India
Alzheimer's disease is a neurological disorder that affects an individual's memory, motor functions, behaviour, and thought process. It has been observed that the hippocampus is the first region that gets affe... 详细信息
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Consistent across-tissue signatures of differential gene expression in Crohn's disease
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IMMUNOGENETICS 2005年 第10期57卷 709-716页
作者: Hughes, AL Univ S Carolina Dept Biol Sci Columbia SC 29208 USA
An approach based on analysis of variance was applied to raw expression data on 44,760 transcripts in order to identify those with significant differential expression across ileum and colon in Crohn's disease (CD)... 详细信息
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Semantic Subgroup Discovery Systems and Workflows in the SDM-Toolkit
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COMPUTER JOURNAL 2013年 第3期56卷 304-320页
作者: Vavpetic, Anze Lavrac, Nada Jozef Stefan Inst Ljubljana 1000 Slovenia Univ Nova Gorica Nova Gorica Slovenia
This paper addresses semantic data mining, a new data mining paradigm in which ontologies are exploited in the process of data mining and knowledge discovery. This paradigm is introduced together with new semantic sub... 详细信息
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microarray expression analysis using seed-based clustering method
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ON THE CONVERGENCE OF BIO-INFORMATION-, ENVIRONMENTAL-, ENERGY-, SPACE- AND NANO-TECHNOLOGIES, PTS 1 AND 2 2005年 第I期277-279卷 343-348页
作者: Shin, M Park, SH Elect & Telecommun Res Inst Bioinformat Team Taejon 305350 South Korea
Clustering methods have been often used to find biologically relevant groups of genes or conditions based on their expression levels. Since many functionally related genes tend to be co-expressed, by identifying group... 详细信息
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Detection of Prostate Cancer using Ensemble based Bi-directional Long Short Term Memory Network
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RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING 2024年 第1期17卷 91-98页
作者: Kaulgud, Sanjeev Hulipalled, Vishwanath Patil, Siddanagouda Somanagouda Metipatil, Prabhuraj REVA Univ Dept Comp & Informat Technol Bengaluru Karnataka India Univ Agr Sci Dept Appl Maths & Comp Sci Bengaluru Karnataka India
Aim and Background In recent periods, micro-array data analysis using soft computing and machine learning techniques gained more interest among researchers to detect prostate cancer. Due to the small sample size of mi... 详细信息
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Improved breast cancer prognosis through the combination of clinical and genetic markers
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BIOINFORMATICS 2007年 第1期23卷 30-37页
作者: Sun, Yijun Goodison, Steve Li, Jian Liu, Li Farmerie, William Univ Florida Interdisciplinary Ctr Biotechnol Res Gainesville FL 32611 USA Univ Florida Dept Surg Gainesville FL 32611 USA Univ Florida Dept Elect & Comp Engn Gainesville FL 32611 USA
Motivation: Accurate prognosis of breast cancer can spare a significant number of breast cancer patients from receiving unnecessary adjuvant systemic treatment and its related expensive medical costs. Recent studies h... 详细信息
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A Novel Hybrid Feature Selection Model for Classification of Neuromuscular Dystrophies Using Bhattacharyya Coefficient, Genetic Algorithm and Radial Basis Function Based Support Vector Machine
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INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES 2018年 第2期10卷 244-250页
作者: Anand, Divya Pandey, Babita Pandey, Devendra K. Lovely Profess Univ Sch Comp Sci & Engn Chaheru Punjab India Lovely Profess Univ Sch Comp Applicat Chaheru Punjab India Lovely Profess Univ Sch Biosci Chaheru Punjab India
An accurate classification of neuromuscular disorders is important in providing proper treatment facilities to the patients. Recently, the microarray technology is employed to monitor the level of activity or expressi... 详细信息
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Prediction of core cancer genes using multi-task classification framework
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JOURNAL OF THEORETICAL BIOLOGY 2013年 317卷 62-70页
作者: Gao, Shan Xu, Shuo Fang, Yaping Fang, Jianwen Univ Kansas Appl Bioinformat Lab Lawrence KS 66047 USA Inst Sci & Tech Informat China Beijing 100038 Peoples R China
Cancer is deemed as a highly heterogeneous disease specific to cell type and tissue origin. All cancers, however, share a common pathogenesis. Therefore, it is widely believed that cancers may share common mechanisms.... 详细信息
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