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Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis

Jiangpeng Yan, Hanbo Chen, Xiu Li, Jianhua Yao

2022Computerized Medical Imaging and Graphics50 citationsDOI

Topics & Concepts

Artificial intelligenceComputer scienceDiscriminative modelDigital pathologyConvolutional neural networkDeep learningPattern recognition (psychology)AnnotationAutomatic image annotationCluster analysisSupervised learningMachine learningArtificial neural networkImage retrievalImage (mathematics)AI in cancer detectionDigital Imaging for Blood DiseasesCutaneous Melanoma Detection and Management
Deep contrastive learning based tissue clustering for annotation-free histopathology image analysis | Litcius