Deep Learning Automates the Quantitative Analysis of Individual Cells in Live-Cell Imaging Experiments.

Live-cell imaging has opened an exciting window into the role cellular heterogeneity plays in dynamic, living systems. A major critical challenge for this class of experiments is the problem of image segmentation, or determining which parts of a microscope image correspond to which individual cells....

Full description

Bibliographic Details
Main Authors: David A Van Valen, Takamasa Kudo, Keara M Lane, Derek N Macklin, Nicolas T Quach, Mialy M DeFelice, Inbal Maayan, Yu Tanouchi, Euan A Ashley, Markus W Covert
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-11-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5096676?pdf=render