Matthew Tudor

According to our database, Matthew Tudor authored at least 7 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Prediction Accuracy of Production ADMET Models as a Function of Version: Activity Cliffs Rule.

Robert P. Sheridan, J. Christopher Culberson, Elizabeth Joshi, Matthew Tudor, Prabha Karnachi

J. Chem. Inf. Model., 2022

2021

Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships.

Robert P. Sheridan, Andy Liaw, Matthew Tudor

CoRR, 2021

2020

Augmenting Hit Identification by Virtual Screening Techniques in Small Molecule Drug Discovery.

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

J. Chem. Inf. Model., 2020

Experimental Error, Kurtosis, Activity Cliffs, and Methodology: What Limits the Predictivity of Quantitative Structure-Activity Relationship Models?

Robert P. Sheridan, Prabha Karnachi, Matthew Tudor, Yuting Xu, Andy Liaw, Falgun Shah, Alan C. Cheng, Elizabeth Joshi, Meir Glick, Juan Alvarez

J. Chem. Inf. Model., 2020

Nearest Neighbor Gaussian Process for Quantitative Structure-Activity Relationships.

Anthony Difranzo, Robert P. Sheridan, Andy Liaw, Matthew Tudor

J. Chem. Inf. Model., 2020

2017

Is Multitask Deep Learning Practical for Pharma?

Bharath Ramsundar, Bowen Liu, Zhenqin Wu, Andreas Verras, Matthew Tudor, Robert P. Sheridan, Vijay S. Pande

J. Chem. Inf. Model., August, 2017

Representing high throughput expression profiles via perturbation barcodes reveals compound targets.

Tracey M. Filzen, Peter S. Kutchukian, Jeffrey D. Hermes, Jing Li, Matthew Tudor

PLoS Comput. Biol., 2017