Decoding Helicobacter pylori Resistance: Machine Learning Enhanced Prediction of Antibiotic Susceptibility using Whole-Genome Sequencing
Florent Ailloud, Diyuan Lu, Beate Spießberger, Daksh P.S. Pamar, Atefeh Kazeroonian, Michael Floßdorf, Mónica Oleastro, Christian Schulz, Markus Gerhard, Michael P. Menden, Sebastian Suerbaum
This study uses machine learning to improve metronidazole resistance prediction in Helicobacter pylori using whole-genome sequencing, achieving better accuracy than traditional methods.
bioRxiv · Aug 7, 2025 · PreprintMicrobiology