Multi-Branch Ensemble Learning Architecture Based on 3D CNN for False Positive Reduction in Lung Nodule Detection.
Haichao CaoHong LiuEnmin SongGuangzhi MaXiangyang XuRenchao JinTengying LiuChih-Cheng HungPublished in: IEEE Access (2019)
Keyphrases
- false positives
- ensemble learning
- nodule detection
- lung nodules
- low dose
- false negative
- vessel enhancement
- generalization ability
- pulmonary nodules
- ct images
- ensemble methods
- false positive rate
- x ray
- true positive
- cad systems
- computer aided diagnosis
- computed tomography
- feature selection
- base classifiers
- lung cancer
- concept drift
- decision trees
- computer aided
- benchmark datasets
- multiscale
- data sets
- image segmentation
- vessel segmentation
- support vector
- support vector machine
- text classification
- imaging modalities
- unlabeled data
- retinal images
- ct scans
- x ray images
- random forest