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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Bibliographische Detailangaben
Hauptverfasser: Vachtsevanos, G., Yuhua Ding, Fairley, J.A., Gardner, A.B., Simeonova, P.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung: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 algorithm is proposed to analyze the microarray data. The preliminary experimental results show that this method achieved very high segmentation accuracy, which guarantees accurate feature measurements.
DOI:10.1109/ISBI.2004.1398485