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Exploring chemical space for lead identification by propagating on chemical similarity network

MOTIVATION: Lead identification is a fundamental step to prioritize candidate compounds for downstream drug discovery process. Machine learning (ML) and deep learning (DL) approaches are widely used to identify lead compounds using both chemical property and experimental information. However, ML or...

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Detalles Bibliográficos
Autores principales: Yi, Jungseob, Lee, Sangseon, Lim, Sangsoo, Cho, Changyun, Piao, Yinhua, Yeo, Marie, Kim, Dongkyu, Kim, Sun, Lee, Sunho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10480321/
https://www.ncbi.nlm.nih.gov/pubmed/37680266
http://dx.doi.org/10.1016/j.csbj.2023.08.016