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Deep learning facilitates multi-data type analysis and predictive biomarker discovery in cancer precision medicine

Cancer progression is linked to gene-environment interactions that alter cellular homeostasis. The use of biomarkers as early indicators of disease manifestation and progression can substantially improve diagnosis and treatment. Large omics datasets generated by high-throughput profiling technologie...

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Detalles Bibliográficos
Autores principales: Mathema, Vivek Bhakta, Sen, Partho, Lamichhane, Santosh, Orešič, Matej, Khoomrung, Sakda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9929204/
https://www.ncbi.nlm.nih.gov/pubmed/36817954
http://dx.doi.org/10.1016/j.csbj.2023.01.043