1 code implementation • NeurIPS 2020 • Emily Alsentzer, Samuel G. Finlayson, Michelle M. Li, Marinka Zitnik
Deep learning methods for graphs achieve remarkable performance on many node-level and graph-level prediction tasks.
1 code implementation • 22 Nov 2019 • Samuel G. Finlayson, Matthew B. A. McDermott, Alex V. Pickering, Scott L. Lipnick, Isaac S. Kohane
Modeling the relationship between chemical structure and molecular activity is a key goal in drug development.
no code implementations • 4 Dec 2018 • Brett K. Beaulieu-Jones, William Yuan, Samuel G. Finlayson, Zhiwei Steven Wu
Deep learning with medical data often requires larger samples sizes than are available at single providers.
no code implementations • 4 Dec 2018 • Samuel G. Finlayson, Hyunkwang Lee, Isaac S. Kohane, Luke Oakden-Rayner
Medical students and radiology trainees typically view thousands of images in order to "train their eye" to detect the subtle visual patterns necessary for diagnosis.
1 code implementation • 15 Apr 2018 • Samuel G. Finlayson, Hyung Won Chung, Isaac S. Kohane, Andrew L. Beam
The discovery of adversarial examples has raised concerns about the practical deployment of deep learning systems.