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Improved Prediction of Aqueous Solubility of Novel Compounds by Going Deeper With Deep Learning
Aqueous solubility is an important physicochemical property of compounds in anti-cancer drug discovery. Artificial intelligence solubility prediction tools have scored impressive performances by employing regression, machine learning, and deep learning methods. The reported performances vary signifi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026387/ https://www.ncbi.nlm.nih.gov/pubmed/32117768 http://dx.doi.org/10.3389/fonc.2020.00121 |