Supervised dimensionality reduction for exploration of single-cell data by HSS-LDA.

Amouzgar, Meelad; Glass, David R; Baskar, Reema; Averbukh, Inna; Kimmey, Samuel C; Tsai, Albert G; Hartmann, Felix J; Bendall, Sean C

Amouzgar, Meelad; Glass, David R; Baskar, Reema; Averbukh, Inna; Kimmey, Samuel C; Tsai, Albert G; Hartmann, Felix J; Bendall, Sean C.

Afiliação

Amouzgar M; Department of Pathology, Stanford University, Stanford, CA, USA.
Glass DR; Immunology Graduate Program, Stanford University, Stanford, CA, USA.
Baskar R; Department of Pathology, Stanford University, Stanford, CA, USA.
Averbukh I; Immunology Graduate Program, Stanford University, Stanford, CA, USA.
Kimmey SC; Department of Pathology, Stanford University, Stanford, CA, USA.
Tsai AG; Department of Pathology, Stanford University, Stanford, CA, USA.
Hartmann FJ; Department of Pathology, Stanford University, Stanford, CA, USA.
Bendall SC; Department of Pathology, Stanford University, Stanford, CA, USA.

Patterns (N Y) ; 3(8): 100536, 2022 Aug 12.

Article em En | MEDLINE | ID: mdl-36033591

Palavras-chave

LDA; algorithms; cell cycle; dimensionality reduction; feature interpretation; feature selection; linear discriminant analysis; omics; single cell; trajectory; visualization

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Patterns (N Y) Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Estados Unidos

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