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Modified linear regression predicts drug-target interactions accurately

State-of-the-art approaches for the prediction of drug–target interactions (DTI) are based on various techniques, such as matrix factorisation, restricted Boltzmann machines, network-based inference and bipartite local models (BLM). In this paper, we propose the framework of Asymmetric Loss Models (...

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Detalles Bibliográficos
Autores principales: Buza, Krisztian, Peška, Ladislav, Koller, Júlia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7135267/
https://www.ncbi.nlm.nih.gov/pubmed/32251481
http://dx.doi.org/10.1371/journal.pone.0230726