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EnsembleFam: towards more accurate protein family prediction in the twilight zone

BACKGROUND: Current protein family modeling methods like profile Hidden Markov Model (pHMM), k-mer based methods, and deep learning-based methods do not provide very accurate protein function prediction for proteins in the twilight zone, due to low sequence similarity to reference proteins with know...

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Detalles Bibliográficos
Autores principales: Kabir, Mohammad Neamul, Wong, Limsoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8919565/
https://www.ncbi.nlm.nih.gov/pubmed/35287576
http://dx.doi.org/10.1186/s12859-022-04626-w