A decision-theoretic approach to the evaluation of machine learning algorithms in computational drug discovery

by Oliver P. Watson, Isidro Cortes-Ciriano, Aimee R. Taylor, James A. Watson
Published 2020

A cautionary note on the use of unsupervised machine learning algorithms to characterise malaria parasite population structure from genetic distance matrices

by James A. Watson, Aimee R. Taylor, Elizabeth A. Ashley, Arjen Dondorp, Caroline O. Buckee, Nicholas J. White, Chris C. Holmes
Published 2020

Quantifying connectivity between local Plasmodium falciparum malaria parasite populations using identity by descent

by Aimee R. Taylor, Stephen F. Schaffner, Gustavo C. Cerqueira, Standwell C. Nkhoma, Timothy J.C. Anderson, Kanlaya Sriprawat, Aung Pyae Phyo, François Nosten, Daniel E. Neafsey, Caroline O. Buckee
Published 2018

Resolving the cause of recurrent Plasmodium vivax malaria probabilistically

by Aimee R. Taylor, James A. Watson, Cindy S. Chu, Kanokpich Puaprasert, Jureeporn Duanguppama, Nicholas P.J. Day, Francois Nosten, Daniel E. Neafsey, Caroline O. Buckee, Mallika Imwong, Nicholas J. White
Published 2020

A molecular barcode to inform the geographical origin and transmission dynamics of Plasmodium vivax malaria

by Ernest Diez Benavente, Monica Campos, Jody Phelan, Debbie Nolder, Jamille G. Dombrowski, Claudio R.F. Marinho, Kanlaya Sriprawat, Aimee R. Taylor, James Watson, Cally Roper, Francois Nosten, Colin J. Sutherland, Susana Campino, Taane G. Clark
Published 2020