1 code implementation • 2 Dec 2022 • Peniel N. Argaw, Elizabeth Healey, Isaac S. Kohane
Heterogeneous treatment effects (HTEs) are commonly identified during randomized controlled trials (RCTs).
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 • 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 • 3 Nov 2018 • Brett K. Beaulieu-Jones, Isaac S. Kohane, Andrew L. Beam
Biomedical association studies are increasingly done using clinical concepts, and in particular diagnostic codes from clinical data repositories as phenotypes.
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.
4 code implementations • 4 Apr 2018 • Andrew L. Beam, Benjamin Kompa, Allen Schmaltz, Inbar Fried, Griffin Weber, Nathan P. Palmer, Xu Shi, Tianxi Cai, Isaac S. Kohane
Word embeddings are a popular approach to unsupervised learning of word relationships that are widely used in natural language processing.