Multilingual RECIST classification of radiology reports using supervised learning.
Luc MottinJean-Philippe GoldmanChristoph JäggliRita AchermannJulien GobeillJulien KnafouJulien EhrsamAlexandre WickyCamille L. GerardTanja SchwenkMélinda CharrierPetros TsantoulisChristian LovisAlexander B. LeichtleMichael KiesslingOlivier MichielinSylvain PradervandVasiliki FoufiPatrick RuchPublished in: Frontiers Digit. Health (2023)
Keyphrases
- supervised learning
- unsupervised learning
- class labels
- supervised machine learning
- classification scheme
- machine learning
- supervised classification
- classification algorithm
- classification accuracy
- training set
- training samples
- semi supervised
- active learning
- classification method
- pattern recognition
- training data
- medical images
- accurate classification
- learning algorithm
- pattern classification
- statistical learning
- training examples
- semi supervised learning
- support vector machine svm
- image classification
- decision trees
- support vector machine
- digital libraries
- classification systems
- feature space
- learning tasks
- classification models
- automatic classification
- data mining
- feature selection
- feature extraction
- reinforcement learning
- machine learning methods
- decision rules
- benchmark datasets
- machine learning algorithms
- neural network