Multispectral imaging burn wound tissue classification system: a comparison of test accuracies between several common machine learning algorithms.
John J. SquiersWeizhi LiDarlene R. KingWeirong MoXu ZhangYang LuEric W. SellkeWensheng FanJ. Michael DiMaioJeffrey E. ThatcherPublished in: Medical Imaging: Computer-Aided Diagnosis (2016)
Keyphrases
- machine learning algorithms
- tissue classification
- multispectral imaging
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- learning problems
- predictive accuracy
- machine learning methods
- input features
- learning tasks
- random forests
- multispectral
- machine learning approaches
- machine learning systems
- machine learning models
- statistical machine learning
- standard machine learning algorithms
- color images
- learning models
- logistic regression
- domain specific
- image analysis
- data mining
- data sets