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Deciphering RNA splicing logic with interpretable machine learning

Machine learning methods, particularly neural networks trained on large datasets, are transforming how scientists approach scientific discovery and experimental design. However, current state-of-the-art neural networks are limited by their uninterpretability: Despite their excellent accuracy, they c...

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Detalles Bibliográficos
Autores principales: Liao, Susan E., Sudarshan, Mukund, Regev, Oded
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10576025/
https://www.ncbi.nlm.nih.gov/pubmed/37796983
http://dx.doi.org/10.1073/pnas.2221165120