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AttOmics: attention-based architecture for diagnosis and prognosis from omics data

MOTIVATION: The increasing availability of high-throughput omics data allows for considering a new medicine centered on individual patients. Precision medicine relies on exploiting these high-throughput data with machine-learning models, especially the ones based on deep-learning approaches, to impr...

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Detalles Bibliográficos
Autores principales: Beaude, Aurélien, Rafiee Vahid, Milad, Augé, Franck, Zehraoui, Farida, Hanczar, Blaise
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10311315/
https://www.ncbi.nlm.nih.gov/pubmed/37387182
http://dx.doi.org/10.1093/bioinformatics/btad232