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Ion channel classification through machine learning and protein language model embeddings.
J Integr Bioinform. 2024 Nov 25. doi: 10.1515/jib-2023-0047. Online ahead of print.
J Integr Bioinform. 2024.
PMID: 39572876
Free article.
Exploiting protein language models for the precise classification of ion channels and ion transporters.
Ghazikhani H, Butler G.
Ghazikhani H, et al.
Proteins. 2024 Aug;92(8):998-1055. doi: 10.1002/prot.26694. Epub 2024 Apr 24.
Proteins. 2024.
PMID: 38656743
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Enhanced identification of membrane transport proteins: a hybrid approach combining ProtBERT-BFD and convolutional neural networks.
Ghazikhani H, Butler G.
Ghazikhani H, et al.
J Integr Bioinform. 2023 Jul 28;20(2):20220055. doi: 10.1515/jib-2022-0055. eCollection 2023 Jun 1.
J Integr Bioinform. 2023.
PMID: 37497772
Free PMC article.
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