Microarray technology can measure the expression levels of thousands of genes in an experiment. This fact makes the use of computational methods in cancer research absolutely essential. One of the possible applications is in the use of Artificial Intelligence techniques. Several of these techniques have been used to analyze expression arrays, but there is a growing need for new and effective solutions. This paper presents a Case-based reasoning (CBR) system for automatic classification of leukemia patients from microarray data. The system incorporates novel algorithms for data mining that allow filtering, classification, and knowledge extraction. The system has been tested and the results obtained are presented in this paper
Knowledge management is a key element in medical environments. Arrays CGH make possible the realizat...
With the most recent advances in bioinformatics, the amount of information available for analysing c...
The accumulation of large-scale data gathered from experiments and tests in the medical field prompt...
Microarray technology allows to measureing the expression levels of thousands of genes in an experim...
Microarray technology allows to measure the expression levels of thousands of genes in an experiment...
Microarray technology allows measuring the expression levels of thousands of genes providing huge qu...
Gene expression profiles are composed of thousands of genes at the same time, representing the compl...
During the last few years there has been a growing need for using computational intelligence techniq...
The continuous advances in genomics, and specifically in the field of transcriptome, require novel c...
Bioinformatics and medical informatics are two research fields that serve the needs of different but...
Case Based Reasoning has been applied in different fields such as medicine, industry, tutoring syste...
Abstract—Case-based reasoning (CBR) is a suitable paradigm for class discovery in molecular biology,...
© the authors, publisher and licensee Libertas academica Limited. Background: The process of retriev...
Abstract Background Accurate classification of microarray data is critical for successful clinical d...
The objective for this thesis is to develop an intelligent decision support application for diagnosi...
Knowledge management is a key element in medical environments. Arrays CGH make possible the realizat...
With the most recent advances in bioinformatics, the amount of information available for analysing c...
The accumulation of large-scale data gathered from experiments and tests in the medical field prompt...
Microarray technology allows to measureing the expression levels of thousands of genes in an experim...
Microarray technology allows to measure the expression levels of thousands of genes in an experiment...
Microarray technology allows measuring the expression levels of thousands of genes providing huge qu...
Gene expression profiles are composed of thousands of genes at the same time, representing the compl...
During the last few years there has been a growing need for using computational intelligence techniq...
The continuous advances in genomics, and specifically in the field of transcriptome, require novel c...
Bioinformatics and medical informatics are two research fields that serve the needs of different but...
Case Based Reasoning has been applied in different fields such as medicine, industry, tutoring syste...
Abstract—Case-based reasoning (CBR) is a suitable paradigm for class discovery in molecular biology,...
© the authors, publisher and licensee Libertas academica Limited. Background: The process of retriev...
Abstract Background Accurate classification of microarray data is critical for successful clinical d...
The objective for this thesis is to develop an intelligent decision support application for diagnosi...
Knowledge management is a key element in medical environments. Arrays CGH make possible the realizat...
With the most recent advances in bioinformatics, the amount of information available for analysing c...
The accumulation of large-scale data gathered from experiments and tests in the medical field prompt...
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