A Data Augmentation Method and the Embedding Mechanism for Detection and Classification of Pulmonary Nodules on Small Samples.
Yang LiuYue-Jie HouChen-Xin QinXin-Hui LiSi-Jing LiBin WangChi-Chun ZhouPublished in: CoRR (2023)
Keyphrases
- small samples
- classification accuracy
- historical data
- support vector machine
- statistical methods
- feature selection
- training data
- high quality
- cross validation
- model selection
- computer aided detection
- pulmonary nodules
- neural network
- high accuracy
- worst case
- data points
- decision trees
- computer vision
- sample size
- decision rules
- machine learning methods
- classification rules
- roc curve
- accurate models
- feature vectors