Missing data in multi-omics integration: Recent advances through artificial intelligence.

Flores, Javier E; Claborne, Daniel M; Weller, Zachary D; Webb-Robertson, Bobbie-Jo M; Waters, Katrina M; Bramer, Lisa M

Flores, Javier E; Claborne, Daniel M; Weller, Zachary D; Webb-Robertson, Bobbie-Jo M; Waters, Katrina M; Bramer, Lisa M.

Afiliación

Flores JE; Pacific Northwest National Laboratory, Biological Sciences Division, Earth and Biological Sciences Directorate, Richland, WA, United States.
Claborne DM; Pacific Northwest National Laboratory, Artificial Intelligence and Data Analytics Division, National Security Directorate, Richland, WA, United States.
Weller ZD; Pacific Northwest National Laboratory, Artificial Intelligence and Data Analytics Division, National Security Directorate, Richland, WA, United States.
Webb-Robertson BM; Pacific Northwest National Laboratory, Biological Sciences Division, Earth and Biological Sciences Directorate, Richland, WA, United States.
Waters KM; Pacific Northwest National Laboratory, Biological Sciences Division, Earth and Biological Sciences Directorate, Richland, WA, United States.
Bramer LM; Pacific Northwest National Laboratory, Biological Sciences Division, Earth and Biological Sciences Directorate, Richland, WA, United States.

Front Artif Intell ; 6: 1098308, 2023.

Article en En | MEDLINE | ID: mdl-36844425

Palabras clave

Bayesian; artificial intelligence; data integration; machine learning; missing data; multi-omics; multi-view; neural networks

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Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Front Artif Intell Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo

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Texto completo: 1 Base de datos: MEDLINE Idioma: En Revista: Front Artif Intell Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos