Nuclei segmentation with point annotations from pathology images via self-supervised learning and co-training
Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang‐Ting Cheng
Topics & Concepts
SegmentationComputer scienceArtificial intelligenceOverfittingDigital pathologyPattern recognition (psychology)Point (geometry)Cluster analysisPixelGround truthImage segmentationVisualizationRepresentation (politics)Scale-space segmentationComputer visionMachine learningArtificial neural networkMathematicsGeometryPolitical sciencePoliticsLawAI in cancer detectionDigital Imaging for Blood DiseasesCell Image Analysis Techniques