Synthetic data generation with probabilistic Bayesian Networks.

Gogoshin, Grigoriy; Branciamore, Sergio; Rodin, Andrei S

Gogoshin, Grigoriy; Branciamore, Sergio; Rodin, Andrei S.

Afiliação

Gogoshin G; Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA 91010 USA.
Branciamore S; Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA 91010 USA.
Rodin AS; Department of Computational and Quantitative Medicine, Beckman Research Institute, and Diabetes and Metabolism Research Institute, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA 91010 USA.

Math Biosci Eng ; 18(6): 8603-8621, 2021 10 09.

Article em En | MEDLINE | ID: mdl-34814315

Assuntos

Biologia de Sistemas; Teorema de Bayes; Simulação por Computador

Palavras-chave

Bayesian networks; Directed Acyclic Graph; Markov blanket; central limit; probabilistic graphical models; synthetic data generation

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Biologia de Sistemas Tipo de estudo: Prognostic_studies Idioma: En Revista: Math Biosci Eng Ano de publicação: 2021 Tipo de documento: Article

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