Erol S Kavvas (Erol Kavvas)

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Antimicrobial Resistance

Mycobacterium Tuberculosis

Top Venues

Nature communications

PLoS computational biology

This page only lists publications with an associated author ORCID identifier.

Publications

Anand V Sastry, Alyssa Hu, David Heckmann, Saugat Poudel, Erol S Kavvas, Bernhard O Palsson
Independent component analysis recovers consistent regulatory signals from disparate datasets. PLoS computational biology 17 (2) (2021)
Erol S Kavvas, Laurence Yang, Jonathan M Monk, David Heckmann, Bernhard O Palsson
A biochemically-interpretable machine learning classifier for microbial GWAS. Nature communications 11 (1) (2020)
Jason C Hyun, Erol S Kavvas, Jonathan M Monk, Bernhard O Palsson
Machine learning with random subspace ensembles identifies antimicrobial resistance determinants from pan-genomes of three pathogens. PLoS computational biology 16 (3) (2020)
Yara Seif, Erol S Kavvas, Jean-Christophe Lachance, Bernhard O Palsson, Sean-Paul Nuccio, Xin Fang, Edward Catoiu, Manuela Raffatellu, Bernhard O Palsson, Jonathan M Monk
Genome-scale metabolic reconstructions of multiple Salmonella strains reveal serovar-specific metabolic traits. Nature communications 9 (1) (2018)
Erol S Kavvas, Edward Catoiu, Nathan Mih, Bernhard O Palsson, Yara Seif, Nicholas Dillon, David Heckmann, Amitesh Anand, Laurence Yang, Victor Nizet, Jonathan M Monk, Bernhard O Palsson
Machine learning and structural analysis of Mycobacterium tuberculosis pan-genome identifies genetic signatures of antibiotic resistance. Nature communications 9 (1) (2018)