Single-cell multi-omics integration for unpaired data by a siamese network with graph-based contrastive loss.

Liu, Chaozhong; Wang, Linhua; Liu, Zhandong

Liu, Chaozhong; Wang, Linhua; Liu, Zhandong.

Afiliación

Liu C; Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, USA.
Wang L; Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, USA.
Liu Z; Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital, Houston, USA. zhandong.liu@bcm.edu.

BMC Bioinformatics ; 24(1): 5, 2023 Jan 04.

Article en En | MEDLINE | ID: mdl-36600199

Asunto(s)

COVID-19; Multiómica; Humanos; Transcriptoma; Redes Neurales de la Computación; Análisis de la Célula Individual/métodos

Palabras clave

COVID-19; Data integration; Deep learning; Single-cell sequencing analysis

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Texto completo: 1 Base de datos: MEDLINE Asunto principal: COVID-19 / Multiómica Límite: Humans Idioma: En Revista: BMC Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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