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Wednesday, April 12 @1 pm
EECS – Thesis Defense: Deep Learning Approach to Histology in Gigapixel Image, Colin Greeley
Workshop / Seminar
Online - Online

Deep learning has shown superior performance for automating image recognition tasks, exceeding human capabilities in both time and accuracy. Histopathology diagnostics is one of the more popular challenges at the intersection of artificial intelligence, computer vision, and medicine. Developing methods to automatically segment and detect pathologies in digitized histology slides imposes unique challenges due to the large size of these images and the complexity of the features present in biological tissue.