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Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles

Modeling the relationship between chemical structure and molecular activity is a key goal in drug development. Many benchmark tasks have been proposed for molecular property prediction, but these tasks are generally aimed at specific, isolated biomedical properties. In this work, we propose a new cr...

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Detalles Bibliográficos
Autores principales: Finlayson, Samuel G., McDermott, Matthew B.A., Pickering, Alex V., Lipnick, Scott L., Kohane, Isaac S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397230/
https://www.ncbi.nlm.nih.gov/pubmed/33691024