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DiffMix: Diffusion Model-Based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets

Hyun-Jic Oh, Won‐Ki Jeong

2023Lecture notes in computer science32 citationsDOI

Topics & Concepts

Computer scienceSegmentationArtificial intelligencePattern recognition (psychology)Image (mathematics)Task (project management)Process (computing)Contextual image classificationVariance (accounting)Operating systemManagementAccountingBusinessEconomicsAI in cancer detectionDigital Imaging for Blood Diseases
DiffMix: Diffusion Model-Based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets | Litcius