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Unsupervised Extraction of Stable Expression Signatures from Public Compendia with an Ensemble of Neural Networks.
Cell systems
Jul 12, 2017
Cross-experiment comparisons in public data compendia are challenged by unmatched conditions and technical noise. The ADAGE method, which performs unsupervised integration with denoising autoencoder neural networks, can identify biological patterns, ...
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