A systematic review of biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data

BACKGROUND: There is an increasing interest in the use of Deep Learning (DL) based methods as a supporting analytical framework in oncology. However, most direct applications of DL will deliver models with limited transparency and explainability, which constrain their deployment in biomedical settin...

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Detalles Bibliográficos
Autores principales: Wysocka, Magdalena, Wysocki, Oskar, Zufferey, Marie, Landers, Dónal, Freitas, André
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186658/
https://www.ncbi.nlm.nih.gov/pubmed/37189058
http://dx.doi.org/10.1186/s12859-023-05262-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186658/
https://www.ncbi.nlm.nih.gov/pubmed/37189058
http://dx.doi.org/10.1186/s12859-023-05262-8

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