Article

Unsupervised phenotypic analysis of cellular images with multi-scale convolutional neural networks

2018-07-03

Abstract excerpt

Large-scale cellular imaging and phenotyping is a widely adopted strategy for understanding biological systems and chemical perturbations. Quantitative analysis of cellular images for identifying phenotypic changes is a key challenge within this strategy, and has recently seen promising progress with approaches based on deep neural networks. However, studies so far require either pre-segmented images as input or m...

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Literature Corpus work: dbd72697-364e-5942-9434-145c3bef9ce4
DOI: 10.1101/361410

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