Superhuman cell death detection with biomarker-optimized neural networks

Authors: Jeremy W. Linsley, Drew A. Linsley, Josh Lamstein, Gennadi Ryan, Kevan Shah, Nicholas A. Castello, Viral Oza, Jaslin Kalra, Shijie Wang, Zachary Tokuno, Ashkan Javaherian, Thomas Serre, Steven Finkbeiner

Published: 2021-12-08

DOI: 10.1126/sciadv.abf8142

Source: Full article

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Abstract

High-throughput microscopy has outpaced analysis; biomarker-optimized CNNs are a generalizable, fast, and interpretable solution.