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Learning Peptide Properties with Positive Examples Only

Deep learning can create accurate predictive models by exploiting existing large-scale experimental data, and guide the design of molecules. However, a major barrier is the requirement of both positive and negative examples in the classical supervised learning frameworks. Notably, most peptide datab...

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Detalles Bibliográficos
Autores principales: Ansari, Mehrad, White, Andrew D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10274696/
https://www.ncbi.nlm.nih.gov/pubmed/37333233
http://dx.doi.org/10.1101/2023.06.01.543289