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Meta-learning for transformer-based prediction of potent compounds

For many machine learning applications in drug discovery, only limited amounts of training data are available. This typically applies to compound design and activity prediction and often restricts machine learning, especially deep learning. For low-data applications, specialized learning strategies...

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Detalles Bibliográficos
Autores principales: Chen, Hengwei, Bajorath, Jürgen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10522638/
https://www.ncbi.nlm.nih.gov/pubmed/37752164
http://dx.doi.org/10.1038/s41598-023-43046-5