Author
Max Planck Institute of BiochemistryORCID 0000-0003-1415-4169Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Janko Sattler, Johannes B. Mueller-Reif, Dexiong Chen…·Karsten Michael Borgwardt
The paper develops a machine learning model to detect pOXA-48-carrying Enterobacterales using MALDI-TOF MS spectra, achieving high accuracy across different cohorts.
Diane Duroux, Yiqi Yang, Janko Sattler…·Adrian Egli
The paper develops a machine learning pipeline using MALDI-TOF mass spectrometry data to predict antifungal resistance and identify biomarkers, achieving high performance across multiple yeast species and drug combinations.
Thomas Pichl, Lucas Miranda, Matthias Tobias Warkotsch…·Janko Sattler
This paper uses machine learning on MALDI-TOF mass spectrometry data to detect ampicillin susceptibility in Enterococcus faecium, achieving high accuracy across datasets.