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

Autor: Ajita Shree, Musale Krushna Pavan, Hamim Zafar

Publikováno v: Nature Communications, Vol 14, Iss 1, Pp 1-19 (2023)

Abstract 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 bi

Externí odkaz: https://doaj.org/article/c1d72c565ce44d4794fc0bbec33bb902

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

Autor: Ajita Shree, Musale Krushna Pavan, Hamim Zafar

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 s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::220cf625d59f289475057c9cc03d0674
https://doi.org/10.21203/rs.3.rs-1852910/v1

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