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scDREAMER: atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier

By Atulya Shree and others at
LogoIndian Institute of Technology Kanpur
Integration of heterogeneous single-cell sequencing datasets generated across multiple tissue locations, time and conditions is essential for a comprehensive understanding of the cellular states and expression programs underlying complex biological systems. Here, we present scDREAMER (https://github.com/Zafar-Lab/scDREAMER), a novel data integration framework that employs a novel adversarial variational autoencoder for learning... Show more
November 27, 2023
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