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DeepCOMBI: explainable artificial intelligence for the analysis and discovery in genome-wide association studies

Deep learning has revolutionized data science in many fields by greatly improving prediction performances in comparison to conventional approaches. Recently, explainable artificial intelligence has emerged as an area of research that goes beyond pure prediction improvement by extracting knowledge fr...

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Detalles Bibliográficos
Autores principales: Mieth, Bettina, Rozier, Alexandre, Rodriguez, Juan Antonio, Höhne, Marina M C, Görnitz, Nico, Müller, Klaus-Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291080/
https://www.ncbi.nlm.nih.gov/pubmed/34296082
http://dx.doi.org/10.1093/nargab/lqab065