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cs.CV2026
Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image Classification
Tengyue Zhang, Ruiwen Ding, Luoting Zhuang +3
Deep learning models in computational pathology often fail to generalize across cohorts and institutions due to domain shift. Existing approaches either fail to leverage unlabeled…
cs.CV2023★ 2 cited
Improving mitosis detection on histopathology images using large vision-language models
Ruiwen Ding, James Hall, Neil Tenenholtz +1
In certain types of cancerous tissue, mitotic count has been shown to be associated with tumor proliferation, poor prognosis, and therapeutic resistance. Due to the high inter-rate…