Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification.
Panagiotis GonidakisBart JansenJef VandemeulebrouckePublished in: Medical Imaging: Computer-Aided Diagnosis (2020)
Keyphrases
- data sets
- pattern recognition
- training samples
- statistical analysis
- lung nodules
- training set
- machine learning
- training data
- sample set
- support vector
- classification accuracy
- data points
- image features
- small samples
- data samples
- support vector machine
- data sources
- active learning
- image analysis
- high quality
- decision trees