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