Mass spectrometry and machine learning for the accurate diagnosis of benzylpenicillin and multidrug resistance of Staphylococcus aureus in bovine mastitis.
Necati EsenerAlexandre Maciel-GuerraKatharina GiebelDaniel LeaMartin J. GreenAndrew J. BradleyTania DottoriniPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- mass spectrometry
- machine learning
- high throughput
- mass spectrometry data
- proteomic data
- mass spectra
- machine learning algorithms
- high accuracy
- computer vision
- drug discovery
- tandem mass spectrometry
- real time
- data mining
- time of flight
- inductive logic programming
- microarray
- ovarian cancer
- vision system
- decision trees