Leveraging multimodal microscopy to optimize deep learning models for cell segmentation

Deep learning provides an opportunity to automatically segment and extract cellular features from high-throughput microscopy images. Many labeling strategies have been developed for this purpose, ranging from the use of fluorescent markers to label-free approaches. However, differences in the channe...

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Bibliographic Details
Main Authors: William D. Cameron, Alex M. Bennett, Cindy V. Bui, Huntley H. Chang, Jonathan V. Rocheleau
Format: Article
Language:English
Published: AIP Publishing LLC 2021-03-01
Series:APL Bioengineering
Online Access:http://dx.doi.org/10.1063/5.0027993