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High-throughput deep learning variant effect prediction with Sequence UNET

Understanding coding mutations is important for many applications in biology and medicine but the vast mutation space makes comprehensive experimental characterisation impossible. Current predictors are often computationally intensive and difficult to scale, including recent deep learning models. We...

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Detalles Bibliográficos
Autores principales: Dunham, Alistair S., Beltrao, Pedro, AlQuraishi, Mohammed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10169183/
https://www.ncbi.nlm.nih.gov/pubmed/37161576
http://dx.doi.org/10.1186/s13059-023-02948-3