Rapid classification of group B Streptococcus serotypes based on matrix-assisted laser desorption ionization-time of flight mass spectrometry and machine learning techniques.
Hsin-Yao WangWen-Chi LiKai-Yao HuangChia-Ru ChungJorng-Tzong HorngJen-Fu HsuJang-Jih LuTzong-Yi LeePublished in: BMC Bioinform. (2019)
Keyphrases
- time of flight
- mass spectrometry
- high throughput
- machine learning
- ovarian cancer
- depth map
- infrared
- machine learning algorithms
- high accuracy
- decision trees
- spectral data
- machine learning methods
- depth information
- depth images
- mass spectra
- feature vectors
- stereo vision
- similarity measure
- feature selection
- feature extraction
- high quality
- feature space
- training set
- semi supervised
- high resolution