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- W2166126940 abstract "M-FISH (multiplex fluorescent in situ hybridization) is a multichannel channel chromosome imaging technique that allows the color discrimination of human chromosomes. Although M-FISH facilitates the visual detection of chromosome rearrangements, the success of this technique largely depends on the accuracy of the pixel-by-pixel classification. In this paper, we present a new method that enhances the classification ratio based on a region based decorrelation stretch transform. Utilizing the decomposition of the multichannel image into homogenous regions, the classification results improved after the application of the decorrelation stretch transform. Fifteen M-FISH images were used to test our method. To quantitatively estimate the enhancement we have used a Bayes pixel-by-pixel classifier and an improvement of 12.28% is achieved." @default.
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- W2166126940 date "2008-01-01" @default.
- W2166126940 modified "2023-09-24" @default.
- W2166126940 title "A region based decorrelation stretching method: Application to multispectral chromosome image classification" @default.
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- W2166126940 doi "https://doi.org/10.1109/icip.2008.4712040" @default.
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