1 code implementation • 7 Feb 2023 • Nasim Abdollahi, Seyed Ali Madani Tonekaboni, Jay Huang, Bo wang, Stephen MacKinnon
While accurate protein structure predictions are now available for nearly every observed protein sequence, predicted structures lack much of the functional context offered by experimental structure determination.
no code implementations • 3 Jun 2020 • Seyed Ali Madani Tonekaboni, Andrew E. Brereton, Zhaleh Safikhani, Andreas Windemuth, Benjamin Haibe-Kains, Stephen MacKinnon
In this work, we apply a transfer learning approach to improve predictive power in noisy data systems with large variable confidence datasets.
no code implementations • 11 Feb 2020 • Andrew E. Brereton, Stephen MacKinnon, Zhaleh Safikhani, Shawn Reeves, Sana Alwash, Vijay Shahani, Andreas Windemuth
The prediction of absorption, distribution, metabolism, excretion, and toxicity (ADMET) of small molecules from their molecular structure is a central problem in medicinal chemistry with great practical importance in drug discovery.