A. Sarah Walker

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Point To Point Correspondences

Statistical Analysis

Computational Biology

Top Venues

PLoS Comput. Biol.

Publications

David W. Eyre, Mirjam Laager, A. Sarah Walker, Ben S. Cooper, Daniel J. Wilson
Probabilistic transmission models incorporating sequencing data for healthcare-associated Clostridioides difficile outperform heuristic rules and identify strain-specific differences in transmission. PLoS Comput. Biol. 17 (1) (2021)
Samaneh Kouchaki, Yang Yang, Timothy M. Walker, A. Sarah Walker, Daniel J. Wilson, Timothy E. A Peto, Derrick W. Crook, CRyPTIC Consortium, David A. Clifton
Application of machine learning techniques to tuberculosis drug resistance analysis. Bioinform. 35 (13) (2019)
Yang Yang, Timothy M. Walker, A. Sarah Walker, Daniel J. Wilson, Timothy E. A Peto, Derrick W. Crook, Farah Shamout, CRyPTIC Consortium, Tingting Zhu, David A. Clifton
DeepAMR for predicting co-occurrent resistance of Mycobacterium tuberculosis. Bioinform. 35 (18) (2019)
Yang Yang, Katherine E. Niehaus, Timothy M. Walker, Zamin Iqbal, A. Sarah Walker, Daniel J. Wilson, Tim E. A. Peto, Derrick W. Crook, E. Grace Smith, Tingting Zhu, David A. Clifton
Machine learning for classifying tuberculosis drug-resistance from DNA sequencing data. Bioinform. 34 (10) (2018)
Tjibbe Donker, Timo Smieszek, Katherine L. Henderson, Alan P. Johnson, A. Sarah Walker, Julie V. Robotham
Measuring distance through dense weighted networks: The case of hospital-associated pathogens. PLoS Comput. Biol. 13 (8) (2017)
David W. Eyre, Madeleine L. Cule, David Griffiths, Derrick W. Crook, Tim E. A. Peto, A. Sarah Walker, Daniel J. Wilson
Transmission. PLoS Comput. Biol. 9 (5) (2013)
John Michael Finney, A. Sarah Walker, Tim E. A. Peto, David H. Wyllie
An efficient record linkage scheme using graphical analysis for identifier error detection. BMC Medical Informatics Decis. Mak. 11 (2011)