no code implementations • 19 Dec 2022 • Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
Our task is to automatically identify contradictory claims about COVID-19 drug efficacy.
1 code implementation • 23 Aug 2022 • Lu Yang, Sheng Wang, Russ B. Altman
We describe a method for phenotype recognition that imputes phenotype codes for all UK Biobank participants.
1 code implementation • Nature Communications 2021 • Sheng Wang, Angela Oliveira Pisco, Aaron McGeever, Maria Brbic, Marinka Zitnik, Spyros Darmanis, Jure Leskovec, Jim Karkanias, Russ B. Altman
Single cell technologies are rapidly generating large amounts of data that enables us to understand biological systems at single-cell resolution.
3 code implementations • 7 Dec 2020 • Raphael J. L. Townshend, Martin Vögele, Patricia Suriana, Alexander Derry, Alexander Powers, Yianni Laloudakis, Sidhika Balachandar, Bowen Jing, Brandon Anderson, Stephan Eismann, Risi Kondor, Russ B. Altman, Ron O. Dror
We implement several classes of three-dimensional molecular learning methods for each of these tasks and show that they consistently improve performance relative to methods based on one- and two-dimensional representations.