Emerging needs of AI for Digital Pathology: Computational Bounds, Data Heterogeneity and Interpretability
Abstract With digitalization in the field of histology, and even more with virtual microscopy, the analysis of the microanatomy of cells and tissues is undergoing an important revolution. An increasing number of medical institutions started adopting high-resolution scanners that can collect images with billions of pixels representing glass slides of tissue specimens in their entirety.…
