Automated analysis and classification of melanocytic tumor on skin whole slide images.
Computerized Medical Imaging and Graphics(2018)
摘要
•A framework for whole slide skin image analysis.•A multiresolution framework to generate skin epidermis and dermis image tiles.•Both skin epidermis and dermis analyses are integrated for skin melanoma diagnosis.•Both cytological and textural features are used for skin image classification.•More than 95% classification accuracy is achieved.
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关键词
Melanoma,Nuclei segmentation,Biopsy classification,Epidermis and dermis
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