Unmasking the immune microecology of ductal carcinoma in situ with deep learning

HIGHLIGHTS

  • who: Priya Lakshmi Narayanan from the (UNIVERSITY) have published the research work: Unmasking the immune microecology of ductal carcinoma in situ with deep learning, in the Journal: (JOURNAL) of 11/02/2020
  • what: The authors aimed to provide new insights into the local immune microenvironment surrounding individual DCIS ducts by capturing spatial information quantitatively. Using this model, all positive cells in the CD4, CD8, FOXP3-stained IHC dataset were identified, and the remaining cells were classified as negative lymphocytes, epithelial_cells and stromal cells.
  • how: The overlap measure between pathologists` annotated DCIS and automated . . .

     

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