Automated identification of malignancy in whole-slide pathological images: identification of eyelid malignant melanoma in gigapixel pathological slides using deep learning.

CONCLUSION: Our DLS, which uses artificial intelligence, can automatically detect MM in histopathological slides and highlight the lesion area on WSIs using a probabilistic heatmap. In addition, our approach has the potential to be applied to the histopathological sections of other tumour types.
PMID: 31302629 [PubMed - as supplied by publisher]

Source: The British Journal of Ophthalmology - July 12, 2019 Category: Opthalmology Authors: Wang L, Ding L, Liu Z, Sun L, Chen L, Jia R, Dai X, Cao J, Ye J Tags: Br J Ophthalmol Source Type: research