Supervised line attention for tumor attribute classification from pathology reports: Higher performance with less data.
Nicholas AltieriBriton ParkMara OlsonJohn DeNeroAnobel Y. OdishoBin YuPublished in: J. Biomed. Informatics (2021)
Keyphrases
- data sets
- data collection
- database
- data sources
- data analysis
- feature selection
- raw data
- image data
- supervised learning
- breast cancer
- spatial data
- input data
- image classification
- support vector machine
- knowledge discovery
- classification accuracy
- pattern recognition
- data processing
- data structure
- training samples
- missing data
- attribute values
- training data
- missing values
- feature extraction
- decision trees
- original data
- labeled and unlabeled data