Author

Michael Gordon Whitfield

South African Medical Research CouncilORCID 0000-0002-5956-8384Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Microbiology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Ann Sarah WalkeriD· 1 shared Charlotte I. LynchiD· 1 shared Derrick W. CrookiD· 1 shared Dylan AdlardiD· 1 shared Glenn P. MorlockiD· 1 shared James E. PoseyiD· 1 shared Joshua J. CarteriD· 1 shared Philip William FowleriD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperMicrobiology

Ann Sarah WalkerORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

MicrobiologyJAC-Antimicrobial ResistancePeer-reviewedJan 1, 2019

Prediction of pyrazinamide resistance in Mycobacterium tuberculosis using structure-based machine learning approaches.

Joshua J. Carter, Timothy M Walker, Ann Sarah Walker…·Philip William Fowler

This paper predicts pyrazinamide resistance in Mycobacterium tuberculosis using machine learning models trained on pncA mutations and structural features, achieving 80.2% sensitivity and 76.9% specificity.

40 citations

protein structuremachine learning (classical)

𝕏 PostBluesky