Cargando…

Explainability in transformer models for functional genomics

The effectiveness of deep learning methods can be largely attributed to the automated extraction of relevant features from raw data. In the field of functional genomics, this generally concerns the automatic selection of relevant nucleotide motifs from DNA sequences. To benefit from automated learni...

Descripción completa

Detalles Bibliográficos
Autores principales: Clauwaert, Jim, Menschaert, Gerben, Waegeman, Willem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8425421/
https://www.ncbi.nlm.nih.gov/pubmed/33834200
http://dx.doi.org/10.1093/bib/bbab060