Knowledge transfer across cell lines using hybrid Gaussian process models with entity embedding vectors.

Hutter, Clemens; von Stosch, Moritz; Cruz Bournazou, Mariano N; Butté, Alessandro

Hutter, Clemens; von Stosch, Moritz; Cruz Bournazou, Mariano N; Butté, Alessandro.

Afiliação

Hutter C; DataHow AG, Zurich, Switzerland.
von Stosch M; Chair for Mathematical Information Science, ETH Zurich.
Cruz Bournazou MN; DataHow AG, Zurich, Switzerland.
Butté A; DataHow AG, Zurich, Switzerland.

Biotechnol Bioeng ; 118(11): 4389-4401, 2021 11.

Article em En | MEDLINE | ID: mdl-34383309

Assuntos

Modelos Biológicos; Animais; Linhagem Celular; Humanos

Palavras-chave

Gaussian process regression; bioprocess development; cell culture; embedding vector; hybrid semi-parametric modeling; transversal data analysis

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Modelos Biológicos Tipo de estudo: Prognostic_studies Limite: Animals / Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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