Deep learning classification of lipid droplets in quantitative phase images

<jats:p>We report the application of supervised machine learning to the automated classification of lipid droplets in label-free, quantitative-phase images. By comparing various machine learning methods commonly used in biomedical imaging and remote sensing, we found convolutional neural netwo...

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Bibliographic Details
Main Authors: Sheneman, Luke, Stephanopoulos, Gregory, Vasdekis, Andreas E
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021
Online Access:https://hdl.handle.net/1721.1/135310