Topology preserving stratification of tissue neoplasticity using Deep Neural Maps and microRNA signatures.

Kaczmarek, Emily; Nanayakkara, Jina; Sedghi, Alireza; Pesteie, Mehran; Tuschl, Thomas; Renwick, Neil; Mousavi, Parvin

Kaczmarek, Emily; Nanayakkara, Jina; Sedghi, Alireza; Pesteie, Mehran; Tuschl, Thomas; Renwick, Neil; Mousavi, Parvin.

Afiliação

Kaczmarek E; Medical Informatics Laboratory, School of Computing, Queen's University, Kingston, Canada. emily.kaczmarek@queensu.ca.
Nanayakkara J; Laboratory of Translational RNA Biology, Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada.
Sedghi A; Medical Informatics Laboratory, School of Computing, Queen's University, Kingston, Canada.
Pesteie M; Department of Electrical and Computer Engineering, University of British Columbia, Vancouver, Canada.
Tuschl T; Laboratory of RNA Molecular Biology, Rockefeller University, New York, USA.
Renwick N; Laboratory of Translational RNA Biology, Department of Pathology and Molecular Medicine, Queen's University, Kingston, Canada.
Mousavi P; Medical Informatics Laboratory, School of Computing, Queen's University, Kingston, Canada.

BMC Bioinformatics ; 23(1): 38, 2022 Jan 13.

Article em En | MEDLINE | ID: mdl-35026982

Assuntos

MicroRNAs; Neoplasias; Análise por Conglomerados; Perfilação da Expressão Gênica; Regulação Neoplásica da Expressão Gênica; Humanos; MicroRNAs/genética; Neoplasias/genética

Palavras-chave

Cancer classification; Deep learning; miRNA

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: MicroRNAs / Neoplasias Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: BMC Bioinformatics Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Canadá

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