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• W1567668094 abstract "This chapter concentrates on the development of biomedical image analysis. It begins with a discussion on three works for detecting objects in tissue and cellular images using image processing approaches. The chapter then presents a texture segmentation model for aiding diagnosis of premalignant endometrial disease. It also presents a method focusing on spot clustering for mutant detection in microscopy images of in vitro cultured keratinocytes. The chapter explains an ellipse detection method for cell and nucleus detection in microscopy image. It then explains how to analyze these kinds of images using pattern recognition approaches. A generic detection method using geometric regional graph spectral feature is also discussed. The method has been applied to detect phenotypic changes in the keratin proteins. Finally, the chapter discusses an automated method based on exclusive independent component analysis (XICA). The method has been applied to detect mitotic cells in breast cancer histological images." @default.
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• W1567668094 date "2015-01-05" @default.
• W1567668094 modified "2023-10-14" @default.
• W1567668094 title "Analyzing Cell and Tissue Morphologies Using Pattern Recognition Algorithms" @default.
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• W1567668094 doi "https://doi.org/10.1002/9781118715321.ch4" @default.
• W1567668094 hasPublicationYear "2015" @default.
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