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Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web
Praphulla MS Bhawsar, Cody Ramin, Petra Lenz +8
Crown-like structures (CLS) in breast adipose tissue are formed as a result of macrophages clustering around necrotic adipocytes in specific patterns. As a histologic marker of loc…
TMA-Grid: An open-source, zero-footprint web application for FAIR Tissue MicroArray De-arraying
Aaron Ge, Monjoy Saha, Maire A. Duggan +6
Background: Tissue Microarrays (TMAs) significantly increase analytical efficiency in histopathology and large-scale epidemiologic studies by allowing multiple tissue cores to be s…
Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning
Martim Afonso, Praphulla M. S. Bhawsar, Monjoy Saha +2
Whole Slide Images (WSI), obtained by high-resolution digital scanning of microscope slides at multiple scales, are the cornerstone of modern Digital Pathology. However, they repre…