Automating Digital Pathology with Machine Learning

With technological advancements in imaging and the availability of new efficient computational tools, digital pathology has taken center stage in both research and diagnostic settings. Whole Slide Imaging (WSI) has been at the center of this transformation, enabling us to rapidly digitize pathology slides into high resolution images. By making slides instantly shareable and analyzable, WSI has already improved reproducibility and enabled enhanced education and remote pathology services. Today, digitization of entire slides at very high resolution can occur inexpensively in less than a minute. As a result, more and more healthcare and life sciences organizations have acquired massive catalogues of digitized slides.