Improving lesion detection algorithm in digital breast tomosynthesis leveraging ensemble cross-validation models with multi-depth levels.
Belayat HossainRobert M. NishikawaJuhun LeePublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- detection algorithm
- cross validation
- model selection
- detection accuracy
- cross validated
- unseen data
- detection rate
- information criterion
- regression problems
- akaike information criterion
- nearest neighbor classifiers
- hyperparameters
- variable selection
- detection method
- support vector
- motion detection
- probabilistic model
- training set
- outlier detection
- generalization error
- error estimation
- feature selection
- neural network
- random forest
- active learning
- moving objects
- training data