Label cleaning multiple instance learning: refining coarse annotations on single whole-slide images

HIGHLIGHTS

  • who: Manuscript received and collaborators from the USA, Hopkins University, MD , USA have published the paper: Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images, in the Journal: (JOURNAL) of 12,/Dec/2022
  • what: The experiments a heterogeneous WSI set with breast cancer lymph node metastasis liver cancer and colorectal cancer samples show that LC-MIL significantly refines the outperforming state-of-the-art alternatives even while learning from a Moreover the authors demonstrate how real drawn by pathologists can be efficiently refined and improved by the proposed approach. Naturally, the . . .

     

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