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

Du, Jin-Hong; Cai, Zhanrui; Roeder, Kathryn

Du, Jin-Hong; Cai, Zhanrui; Roeder, Kathryn.

Du JH; Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA 15213.
Cai Z; Department of Statistics, Iowa State University, Ames, IA 50011.
Roeder K; Department of Statistics and Data Science, Carnegie Mellon University, Pittsburgh, PA 15213.

Proc Natl Acad Sci U S A ; 119(49): e2214414119, 2022 12 06.

Article en En | MEDLINE | ID: mdl-36459654

Asunto(s)

Modelos Estadísticos; Programas Informáticos; Cromatina; Tecnología

Palabras clave

deep generative models; mosaic integration; multiomics; transfer learning

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Programas Informáticos / Modelos Estadísticos Tipo de estudio: Clinical_trials / Prognostic_studies / Risk_factors_studies Idioma: En Año: 2022 Tipo del documento: Article

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