2 papers
q-bio.QM2019
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles
Samuel G. Finlayson, Matthew B. A. McDermott, Alex V. Pickering +2
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 predic…
cs.LG2018
Privacy-Preserving Distributed Deep Learning for Clinical Data
Brett K. Beaulieu-Jones, William Yuan, Samuel G. Finlayson +1
Deep learning with medical data often requires larger samples sizes than are available at single providers. While data sharing among institutions is desirable to train more accurat…