Classification of Cancer Pathology Reports: A Large-Scale Comparative Study.
Stefano MartinaLeonardo VenturaPaolo FrasconiPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- comparative study
- classification accuracy
- classification scheme
- machine learning
- real world
- classification method
- feature vectors
- automatic classification
- pattern classification
- classification rate
- classification process
- cancer diagnosis
- image classification
- supervised learning
- feature space
- real life
- clinical diagnosis
- preprocessing
- pattern recognition
- decision rules
- support vector
- decision trees
- feature selection
- ovarian cancer
- hierarchical text classification
- bladder cancer
- machine learning methods
- class labels
- machine learning algorithms
- support vector machine svm
- training samples
- multi class
- training data
- feature extraction