Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data

BACKGROUND: With the rapid advancement of genomic sequencing techniques, massive production of gene expression data is becoming possible, which prompts the development of precision medicine. Deep learning is a promising approach for phenotype prediction (clinical diagnosis, prognosis, and drug respo...

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Detalles Bibliográficos
Autores principales: Bourgeais, Victoria, Zehraoui, Farida, Ben Hamdoune, Mohamed, Hanczar, Blaise
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456586/
https://www.ncbi.nlm.nih.gov/pubmed/34551707
http://dx.doi.org/10.1186/s12859-021-04370-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456586/
https://www.ncbi.nlm.nih.gov/pubmed/34551707
http://dx.doi.org/10.1186/s12859-021-04370-7

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