Matthew Tudor

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 7

Top Topics

Top Venues

J. Chem. Inf. Model.

PLoS Comput. Biol.

Publications

Robert P. Sheridan, J. Christopher Culberson, Elizabeth Joshi, Matthew Tudor, Prabha Karnachi
Prediction Accuracy of Production ADMET Models as a Function of Version: Activity Cliffs Rule. J. Chem. Inf. Model. 62 (14) (2022)
Robert P. Sheridan, Andy Liaw, Matthew Tudor
Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships. CoRR (2021)
Robert P. Sheridan, Prabha Karnachi, Matthew Tudor, Yuting Xu, Andy Liaw, Falgun Shah, Alan C. Cheng, Elizabeth Joshi, Meir Glick, Juan Alvarez
Experimental Error, Kurtosis, Activity Cliffs, and Methodology: What Limits the Predictivity of Quantitative Structure-Activity Relationship Models? J. Chem. Inf. Model. 60 (4) (2020)
Anthony Difranzo, Robert P. Sheridan, Andy Liaw, Matthew Tudor
Nearest Neighbor Gaussian Process for Quantitative Structure-Activity Relationships. J. Chem. Inf. Model. 60 (10) (2020)
Xin Cindy Yan, John M. Sanders, Ying-Duo Gao, Matthew Tudor, Andrew M. Haidle, Daniel J. Klein, Antonella Converso, Charles A. Lesburg, Yi Zang, Harold B. Wood
Augmenting Hit Identification by Virtual Screening Techniques in Small Molecule Drug Discovery. J. Chem. Inf. Model. 60 (9) (2020)
Tracey M. Filzen, Peter S. Kutchukian, Jeffrey D. Hermes, Jing Li, Matthew Tudor
Representing high throughput expression profiles via perturbation barcodes reveals compound targets. PLoS Comput. Biol. 13 (2) (2017)
Bharath Ramsundar, Bowen Liu, Zhenqin Wu, Andreas Verras, Matthew Tudor, Robert P. Sheridan, Vijay S. Pande
Is Multitask Deep Learning Practical for Pharma? J. Chem. Inf. Model. 57 (8) (2017)