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WalkIm: Compact image-based encoding for high-performance classification of biological sequences using simple tuning-free CNNs

The classification of biological sequences is an open issue for a variety of data sets, such as viral and metagenomics sequences. Therefore, many studies utilize neural network tools, as the well-known methods in this field, and focus on designing customized network structures. However, a few works...

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Detalles Bibliográficos
Autores principales: Akbari Rokn Abadi, Saeedeh, Mohammadi, Amirhossein, Koohi, Somayyeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9012348/
https://www.ncbi.nlm.nih.gov/pubmed/35427371
http://dx.doi.org/10.1371/journal.pone.0267106

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