Label-free imaging and classification of live P. falciparum enables high performance parasitemia quantification without fixation or staining.
Paul LebelRebekah DialVenkata N. P. VemuriValentina GarciaJoseph L. DeRisiRafael Gómez-SjöbergPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- pattern recognition
- class labels
- classification accuracy
- pattern classification
- decision trees
- classification algorithm
- machine learning
- classification systems
- support vector
- image classification
- support vector machine
- text classification
- feature selection
- feature vectors
- class membership
- unsupervised learning
- classification scheme
- benchmark datasets
- eye movements
- multi label learning
- high resolution
- image processing
- mr images
- feature extraction
- feature space
- machine learning algorithms
- support vector machine svm
- model selection
- real time