Attention-based multiple instance learning with self-supervision to predict microsatellite instability in colorectal cancer from histology whole-slide images

Jacob S. Leiby, Jie Hao, Gyeong Hoon Kang, Ji-Won Park, Dokyoon Kim. Attention-based multiple instance learning with self-supervision to predict microsatellite instability in colorectal cancer from histology whole-slide images. In 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2022, Glasgow, Scotland, United Kingdom, July 11-15, 2022. pages 3068-3071, IEEE, 2022. [doi]

Abstract

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