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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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Genetic programming for anticancer therapeutic response prediction using the NCI-60 dataset
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COMPUTERS & OPERATIONS RESEARCH 2010年 第8期37卷 1395-1405页
作者: Archetti, Francesco Giordani, Ilaria Vanneschi, Leonardo Univ Milano Bicocca DISCo I-20126 Milan Italy Consorzio MilanoRic I-20126 Milan Italy
Statistical methods, and in particular machine learning, have been increasingly used in the drug development workflow. Among the existing machine learning methods, we have been specifically concerned with genetic prog... 详细信息
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A Robust Method for Large-Scale Multiple Hypotheses Testing
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BIOMETRICAL JOURNAL 2010年 第2期52卷 222-232页
作者: Han, Seungbong Andrei, Adin-Cristian Tsui, Kam-Wah Univ Wisconsin Dept Biostat & Med Informat Madison WI 53792 USA Univ Wisconsin Dept Stat Med Sci Ctr Madison WI 53706 USA
When drawing large-scale simultaneous inference, such as in genomics and imaging problems, multiplicity adjustments should be made, since, otherwise, one would be faced with an inflated type I error. Numerous methods ... 详细信息
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An elastic network model to identify characteristic stress response genes
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COMPUTATIONAL BIOLOGY AND CHEMISTRY 2010年 第3期34卷 193-202页
作者: Schneckener, Sebastian Goerlitz, Linus Ellinger-Ziegelbauer, Heid Run Ahr, Hans-Juergen Schuppert, Andreas Bayer Technol Serv PT AS SBCS D-51368 Leverkusen Germany Bayer Schering Pharma AG Dept Special Toxicol D-42096 Wuppertal Germany Rhein Westfal TH Aachen D-52056 Aachen Germany
Exposing eukaryotic cells to a toxic compound and subsequent gene expression profiling may allow the prediction of selected toxic effects based on changes in gene expression. This objective is complicated by the obser... 详细信息
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Ensemble gene selection for cancer classification
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PATTERN RECOGNITION 2010年 第8期43卷 2763-2772页
作者: Liu, Huawen Liu, Lei Zhang, Huijie Jilin Univ Coll Comp Sci & Technol Changchun 130012 Peoples R China NE Normal Univ Dept Comp Sci Changchun 130021 Peoples R China
Cancer diagnosis is an important emerging clinical application of microarray data. Its accurate prediction to the type or size of tumors relies on adopting powerful and reliable classification models, so as to patient... 详细信息
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A GMM-IG framework for selecting genes as expression panel biomarkers
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ARTIFICIAL INTELLIGENCE IN MEDICINE 2010年 第2-3期48卷 75-82页
作者: Wang, Mingyi Chen, Jake Y. Purdue Univ Sch Sci Dept Comp & Informat Sci Indianapolis IN 46202 USA Indiana Univ Sch Informat Indianapolis IN 46202 USA Indiana Ctr Syst Biol & Personalized Med Indianapolis IN 46202 USA
Objective: The limitation of small sample size of functional genomics experiments has made it necessary to integrate DNA microarray experimental data from different sources. However, experimentation noises and biases ... 详细信息
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THE NEW HYBRID METHOD FOR CLASSIFICATION OF PATIENTS BY GENE EXPRESSION PROFILING
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JOURNAL OF INTEGRATED DESIGN & PROCESS SCIENCE 2010年 第2期14卷 27-42页
作者: Cosgun, Erdal Karaagaoglu, Ergun Hacettepe Univ Fac Med Dept Biostat Ankara Turkey
Genetic researches have gradually become an area which is intensively studied on in recent years. The reason of that is the fact that a lot of diseases and features are transferred to the other generations by genes. T... 详细信息
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Projection-pursuit approach to robust linear discriminant analysis
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JOURNAL OF MULTIVARIATE ANALYSIS 2010年 第10期101卷 2464-2485页
作者: Pires, Ana M. Branco, Joao A. Univ Tecn Lisboa Dept Math P-1049001 Lisbon Portugal Univ Tecn Lisboa CEMAT IST P-1049001 Lisbon Portugal
Discriminant analysis plays an important role in multivariate statistics as a prediction and classification method. It has been successfully applied in many fields of work and research. As it happens with other multiv... 详细信息
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Survival analysis with high-dimensional covariates (vol 19, pg 29, 2010)
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STATISTICAL METHODS IN MEDICAL RESEARCH 2010年 第2期19卷 200-200页
作者: Witten, Daniela M. Tibshirani, Robert Department of Statistics Stanford University Stanford CA 94305 USA dwitten{at}stanford.edu Departments of Health Research and Policy & Statistics Stanford University Stanford CA 94305 USA
Daniela M. Witten and Robert Tibshirani. Survival analysis with high-dimensional covariates. Statistical Methods in Medical Research 2010;19: 29-51 (DOI: 10.1177/0962280209105024). On page 36, Figure 1 is incorrect. P... 详细信息
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Infinite Latent Process Decomposition
Infinite Latent Process Decomposition
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IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)
作者: Masada, Tomonari Shibata, Yuichiro Oguri, Kiyoshi Nagasaki Univ Dept Comp & Informat Sci Nagasaki Japan
This paper presents infinite latent process decomposition (iLPD), a new microarray analysis method, as an extension of latent process decomposition in Our method assumes an infinite number of latent processes. Further... 详细信息
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Analyzing Genetic Factors Involved in Recombinant Protein Expression Enhancement
Analyzing Genetic Factors Involved in Recombinant Protein Ex...
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IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW)
作者: Johnson, Daniel Teoh, Keat Ashby, Cody Hood, Elizabeth Huang, Xiuzhen Arkansas State Univ Jonesboro AR 72467 USA
Understanding the genetic factors that promote recombinant protein accumulation in transgenic plants will provide insightful strategies for protein biofactory efficiency. Through combining biological and bioinformatic... 详细信息
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