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Robust probabilistic modeling for single-cell multimodal mosaic integration and imputation via scVAEIT

Recent advances in single-cell technologies enable joint profiling of multiple omics. These profiles can reveal the complex interplay of different regulatory layers in single cells; still, new challenges arise when integrating datasets with some features shared across experiments and others exclusiv...

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Detalles Bibliográficos
Autores principales: Du, Jin-Hong, Cai, Zhanrui, Roeder, Kathryn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894175/
https://www.ncbi.nlm.nih.gov/pubmed/36459654
http://dx.doi.org/10.1073/pnas.2214414119