Search Results - "Mesirov, J. P."
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Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring
Published in Science (American Association for the Advancement of Science) (15-10-1999)“…Although cancer classification has improved over the past 30 years, there has been no general approach for identifying new cancer classes (class discovery) or…”
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Distinct physiological states of Plasmodium falciparum in malaria-infected patients
Published in Nature (13-12-2007)“…Infection with the malaria parasite Plasmodium falciparum leads to widely different clinical conditions in children, ranging from mild flu-like symptoms to…”
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Multiclass Cancer Diagnosis Using Tumor Gene Expression Signatures
Published in Proceedings of the National Academy of Sciences - PNAS (18-12-2001)“…The optimal treatment of patients with cancer depends on establishing accurate diagnoses by using a complex combination of clinical and histopathological data…”
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GeneCluster 2.0: an advanced toolset for bioarray analysis
Published in Bioinformatics (22-07-2004)“…GeneCluster 2.0 is a software package for analyzing gene expression and other bioarray data, giving users a variety of methods to build and evaluate class…”
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Hybrid system for protein secondary structure prediction
Published in Journal of molecular biology (20-06-1992)“…We have developed a hybrid system to predict the secondary structures (alpha-helix, beta-sheet and coil) of proteins and achieved 66.4% accuracy, with…”
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ARACHNE: a whole-genome shotgun assembler
Published in Genome research (01-01-2002)“…We describe a new computer system, called ARACHNE, for assembling genome sequence using paired-end whole-genome shotgun reads. ARACHNE has several key…”
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Chemosensitivity Prediction by Transcriptional Profiling
Published in Proceedings of the National Academy of Sciences - PNAS (11-09-2001)“…In an effort to develop a genomics-based approach to the prediction of drug response, we have developed an algorithm for classification of cell line…”
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Whole-genome sequence assembly for mammalian genomes: Arachne 2
Published in Genome research (01-01-2003)“…We previously described the whole-genome assembly program Arachne, presenting assemblies of simulated data for small to mid-sized genomes. Here we describe…”
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Human and mouse gene structure: comparative analysis and application to exon prediction
Published in Genome research (01-07-2000)“…We describe a novel analytical approach to gene recognition based on cross-species comparison. We first undertook a comparison of orthologous genomic loci from…”
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Estimating dataset size requirements for classifying DNA microarray data
Published in Journal of computational biology (01-01-2003)“…A statistical methodology for estimating dataset size requirements for classifying microarray data using learning curves is introduced. The goal is to use…”
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Integrative Genomics Viewer (IGV): high-performance genomics data visualization and exploration
Published in Briefings in bioinformatics (01-03-2013)“…Data visualization is an essential component of genomic data analysis. However, the size and diversity of the data sets produced by today's sequencing and…”
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Targeted tumor-penetrating siRNA nanocomplexes for credentialing the ovarian cancer oncogene ID4
Published in Science translational medicine (15-08-2012)“…The comprehensive characterization of a large number of cancer genomes will eventually lead to a compendium of genetic alterations in specific cancers…”
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Characterizing genomic alterations in cancer by complementary functional associations
Published in Nature biotechnology (01-05-2016)“…Complementary genomic features associated with pathway activation, gene dependency and drug sensitivity are uncovered using REVEALER. Systematic efforts to…”
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ATARiS: computational quantification of gene suppression phenotypes from multisample RNAi screens
Published in Genome research (01-04-2013)“…Genome-scale RNAi libraries enable the systematic interrogation of gene function. However, the interpretation of RNAi screens is complicated by the observation…”
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Initial sequencing and analysis of the human genome
Published in Nature (London) (15-02-2001)“…The human genome holds an extraordinary trove of information about human development, physiology, medicine and evolution. Here we report the results of an…”
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An RNA profile identifies two subsets of multiple sclerosis patients differing in disease activity
Published in Science translational medicine (26-09-2012)“…The multiple sclerosis (MS) patient population is highly heterogeneous in terms of disease course and treatment response. We used a transcriptional profile…”
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Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups
Published in Cancer cell (10-09-2018)“…There is a pressing need to identify therapeutic targets in tumors with low mutation rates such as the malignant pediatric brain tumor medulloblastoma. To…”
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MicroSCALE screening reveals genetic modifiers of therapeutic response in melanoma
Published in Science signaling (15-05-2012)“…Cell microarrays are a promising tool for performing large-scale functional genomic screening in mammalian cells at reasonable cost, but owing to technical…”
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Gene Set Enrichment Analysis: A Knowledge-Based Approach for Interpreting Genome-Wide Expression Profiles
Published in Proceedings of the National Academy of Sciences - PNAS (25-10-2005)“…Although genomewide RNA expression analysis has become a routine tool in biomedical research, extracting biological insight from such information remains a…”
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