A multiple instance learning approach for detecting COVID-19 in peripheral blood smears.

A multiple instance learning approach for detecting COVID-19 in peripheral blood smears.

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A wide variety of diseases are commonly diagnosed via the visual examination of cell morphology within a peripheral blood smear. For certain diseases, such as COVID-19, morphological impact across the multitude of blood cell types is still poorly understood. In this paper, we present a multiple inst...

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Bibliographic Details
Main Authors: Colin L Cooke, Kanghyun Kim, Shiqi Xu, Amey Chaware, Xing Yao, Xi Yang, Jadee Neff, Patricia Pittman, Chad McCall, Carolyn Glass, Xiaoyin Sara Jiang, Roarke Horstmeyer
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-08-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000078

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https://doi.org/10.1371/journal.pdig.0000078

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