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Inherently interpretable position-aware convolutional motif kernel networks for biological sequencing data

Artificial neural networks show promising performance in detecting correlations within data that are associated with specific outcomes. However, the black-box nature of such models can hinder the knowledge advancement in research fields by obscuring the decision process and preventing scientist to f...

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Detalles Bibliográficos
Autores principales: Ditz, Jonas C., Reuter, Bernhard, Pfeifer, Nico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567796/
https://www.ncbi.nlm.nih.gov/pubmed/37821530
http://dx.doi.org/10.1038/s41598-023-44175-7