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Gene expression data analysis
- FEBS Lett
, 2000
"... Abstract Microarrays are one of the latest breakthroughs in experimental molecular biology, which allow monitoring of gene expression for tens of thousands of genes in parallel and are already producing huge amounts of valuable data. Analysis and handling of such data is becoming one of the major bo ..."
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Cited by 144 (1 self)
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Abstract Microarrays are one of the latest breakthroughs in experimental molecular biology, which allow monitoring of gene expression for tens of thousands of genes in parallel and are already producing huge amounts of valuable data. Analysis and handling of such data is becoming one of the major
Microarray Gene Expression Data Analysis
"... Image analysis is a crucial step in processing microarray data generated by gene expression studies, which have been used extensively in understanding the molecular mechanisms of injury and recovery. A novel image analysis method utilizing an efficient snake-based multichannel image segmentation alg ..."
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Image analysis is a crucial step in processing microarray data generated by gene expression studies, which have been used extensively in understanding the molecular mechanisms of injury and recovery. A novel image analysis method utilizing an efficient snake-based multichannel image segmentation
From patterns to pathways: gene expression data analysis comes of age.
- Nature Genetics
, 2002
"... ..."
Classification and Computational Methods in Gene Expression Data Analysis
"... Microarray-tekniken som har utvecklats under cirka ett decennium, har gett oss nya möjligheter att studera aktiviteten av tusentals gener samtidigt. Det är aktiviteten hos generna, eller uttrycket av generna, som karakteriserar en cell. Celler som tillhör olika organ, eller som befinner sig i olika ..."
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kan hjälpa oss att först˚a de biologiska mekanismerna bakom cancern. Den stora mängden av data ger ocks˚a möjlighet att bygga datamodeller för kliniskt relevanta fr˚ageställningar s˚asom prognos och diagnos. Ett viktigt syfte med denna avhandling, förutom att bidra till utvecklingen av metoder
POPLAR GENE EXPRESSION DATA ANALYSIS PIPELINES By
, 2012
"... A REPORT Submitted in partial fulfillment of the requirements for the degree of ..."
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A REPORT Submitted in partial fulfillment of the requirements for the degree of
Template-Based Semi-Automatic Workflow Construction for Gene Expression Data Analysis
"... We propose a technique for semi-automatic construction of gene expression data analysis workflows by grammar-like inference based on predefined workflow templates. The templates represent routinely used sequences of procedures such as normalization, data transformation, classifier learning, etc. Var ..."
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Cited by 1 (0 self)
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We propose a technique for semi-automatic construction of gene expression data analysis workflows by grammar-like inference based on predefined workflow templates. The templates represent routinely used sequences of procedures such as normalization, data transformation, classifier learning, etc
Pattern-Based Biclustering with Constraints for Gene Expression Data Analysis
"... Abstract. Biclustering has been largely applied for gene expression data analysis. In recent years, a clearer understanding of the syner-gies between pattern mining and biclustering gave rise to a new class of biclustering algorithms, referred as pattern-based biclustering. These algorithms are able ..."
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Abstract. Biclustering has been largely applied for gene expression data analysis. In recent years, a clearer understanding of the syner-gies between pattern mining and biclustering gave rise to a new class of biclustering algorithms, referred as pattern-based biclustering. These algorithms
GEPAS: a webbased resource for microarray gene expression data analysis
- Nucleic Acids Res
, 2003
"... We present a web-based pipeline for microarray gene expression profile analysis, GEPAS, which stands for Gene Expression Profile Analysis Suite ..."
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Cited by 67 (33 self)
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We present a web-based pipeline for microarray gene expression profile analysis, GEPAS, which stands for Gene Expression Profile Analysis Suite
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