Avid M. Afzal

According to our database, Avid M. Afzal authored at least 11 papers between 2013 and 2021.

Collaborative distances:

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

2021

Comparison of Chemical Structure and Cell Morphology Information for Multitask Bioactivity Predictions.

Maria-Anna Trapotsi, Lewis H. Mervin, Avid M. Afzal, Noé Sturm, Ola Engkvist, Ian P. Barrett, Andreas Bender

J. Chem. Inf. Model., 2021

Probabilistic Random Forest improves bioactivity predictions close to the classification threshold by taking into account experimental uncertainty.

Lewis H. Mervin, Maria-Anna Trapotsi, Avid M. Afzal, Ian P. Barrett, Andreas Bender, Ola Engkvist

J. Cheminformatics, 2021

2020

Comparison of Scaling Methods to Obtain Calibrated Probabilities of Activity for Protein-Ligand Predictions.

Lewis H. Mervin, Avid M. Afzal, Ola Engkvist, Andreas Bender

J. Chem. Inf. Model., 2020

2018

Maximizing gain in high-throughput screening using conformal prediction.

Fredrik Svensson, Avid M. Afzal, Ulf Norinder, Andreas Bender

J. Cheminformatics, 2018

Orthologue chemical space and its influence on target prediction.

Lewis H. Mervin, Krishna C. Bulusu, Leen Kalash, Avid M. Afzal, Fredrik Svensson, Mike A. Firth, Ian P. Barrett, Ola Engkvist, Andreas Bender

Bioinform., 2018

2017

Maximizing Gain in HTS Screening Using Conformal Prediction.

Ulf Norinder, Fredrik Svensson, Avid M. Afzal, Andreas Bender

Proceedings of the Conformal and Probabilistic Prediction and Applications, 2017

2015

The Parzen Window method: In terms of two vectors and one matrix.

Hamse Y. Mussa, John B. O. Mitchell, Avid M. Afzal

Pattern Recognit. Lett., 2015

Target prediction utilising negative bioactivity data covering large chemical space.

Lewis H. Mervin, Avid M. Afzal, Georgios Drakakis, Richard Lewis, Ola Engkvist, Andreas Bender

J. Cheminformatics, 2015

A multi-label approach to target prediction taking ligand promiscuity into account.

Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen

J. Cheminformatics, 2015

2014

Target Fishing: A Single-Label or Multi-Label Problem?

Avid M. Afzal, Hamse Y. Mussa, Richard E. Turner, Andreas Bender, Robert C. Glen

CoRR, 2014

2013

FAst MEtabolizer (FAME): A Rapid and Accurate Predictor of Sites of Metabolism in Multiple Species by Endogenous Enzymes.

Johannes Kirchmair, Mark J. Williamson, Avid M. Afzal, Jonathan D. Tyzack, Alison P. K. Choy, Andrew Howlett, Patrik Rydberg, Robert C. Glen

J. Chem. Inf. Model., 2013