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Enhanced identification of membrane transport proteins: a hybrid approach combining ProtBERT-BFD and convolutional neural networks

Transmembrane transport proteins (transporters) play a crucial role in the fundamental cellular processes of all organisms by facilitating the transport of hydrophilic substrates across hydrophobic membranes. Despite the availability of numerous membrane protein sequences, their structures and funct...

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Detalles Bibliográficos
Autores principales: Ghazikhani, Hamed, Butler, Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10389051/
https://www.ncbi.nlm.nih.gov/pubmed/37497772
http://dx.doi.org/10.1515/jib-2022-0055