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Low-data interpretable deep learning prediction of antibody viscosity using a biophysically meaningful representation

Deep learning, aided by the availability of big data sets, has led to substantial advances across many disciplines. However, many scientific problems of practical interest lack sufficiently large datasets amenable to deep learning. Prediction of antibody viscosity is one such problem where deep lear...

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Detalles Bibliográficos
Autores principales: Rai, Brajesh K., Apgar, James R., Bennett, Eric M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9941094/
https://www.ncbi.nlm.nih.gov/pubmed/36806303
http://dx.doi.org/10.1038/s41598-023-28841-4