Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images

Ramya Reddy, Ram Reddy, Cyril Sharma, Christopher R. Jackson, Scott Palisoul, Rachael Barney, Fred Kolling, Lucas A. Salas, Brock C. Christensen, Gabriel Brooks, Gregory Tsongalis, Louis J. Vaickus, Joshua J. Levy. Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images. In Erik Bekkers, Jelmer M. Wolterink, Angelica I. Avilés-Rivero, editors, Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands. Volume 194 of Proceedings of Machine Learning Research, pages 15-33, PMLR, 2022. [doi]

Abstract

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