Bayesian tensor factorization-drive breast cancer subtyping by integrating multi-omics data.

Liu, Qian; Cheng, Bowen; Jin, Yongwon; Hu, Pingzhao

Liu, Qian; Cheng, Bowen; Jin, Yongwon; Hu, Pingzhao.

Affiliation

Liu Q; Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Canada; Department of Computer Science, University of Manitoba, Winnipeg, Manitoba, Canada.
Cheng B; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Jin Y; Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Canada.
Hu P; Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Canada; Department of Computer Science, University of Manitoba, Winnipeg, Manitoba, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; CancerCare Manitoba Research Institute,

J Biomed Inform ; 125: 103958, 2022 01.

Article in En | MEDLINE | ID: mdl-34839017

Subject(s)

Breast Neoplasms; Bayes Theorem; Breast Neoplasms/genetics; DNA Copy Number Variations; Female; Genomics; Humans; Precision Medicine

Key words

Bayesian tensor factorization; Breast cancer subtyping; Consensus clustering; Multi-omics data; Survival analysis

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Breast Neoplasms Type of study: Prognostic_studies Limits: Female / Humans Language: En Journal: J Biomed Inform Journal subject: INFORMATICA MEDICA Year: 2022 Type: Article Affiliation country: Canada

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