Discovery of rare phenotypes in cellular images using weakly supervised deep learning

High-throughput microscopy generates a massive amount of images that enables the identification of biological phenotypes resulting from thousands of different genetic or pharmacological perturbations. However, the size of the data sets generated by these studies makes it almost impossible to provide...

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Bibliographic Details
Main Authors: Sailem, H, Arias-Garcia, M, Bakal, C, Zisserman, A, Rittscher, J
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2018