OffsampleAI: artificial intelligence approach to recognize off-sample mass spectrometry images.
Katja OvchinnikovaVitaly KovalevLachlan StuartTheodore AlexandrovPublished in: BMC bioinformatics (2020)
Overall, our work illustrates how artificial intelligence approaches enabled by open-access data, web technologies, and machine and deep learning open novel avenues to address long-standing challenges in imaging MS.
Keyphrases
- artificial intelligence
- deep learning
- mass spectrometry
- big data
- minimally invasive
- high resolution
- convolutional neural network
- machine learning
- liquid chromatography
- multiple sclerosis
- gas chromatography
- electronic health record
- high performance liquid chromatography
- ms ms
- capillary electrophoresis
- photodynamic therapy
- data analysis
- simultaneous determination
- tandem mass spectrometry