Lung nodule false positive reduction using a central attention convolutional neural network on imbalanced data.
Kexin HaoAnnan CaiXingyu FengLing MaJingwen ZhuMurong WangYun ZhangBaowei FeiPublished in: Medical Imaging: Image-Guided Procedures (2023)
Keyphrases
- false positives
- imbalanced data
- convolutional neural network
- lung nodules
- false negative
- face detection
- detection rate
- false positive rate
- ct images
- class distribution
- linear regression
- true positive
- feature selection
- ensemble methods
- support vector machine
- class imbalance
- computer aided diagnosis
- classification models
- x ray images
- random forest
- sampling methods
- computer vision
- three dimensional
- lung cancer
- ensemble classifier
- svm classifier
- multi view
- object detection
- face recognition
- detection method
- support vector
- similarity measure
- decision trees
- multi class
- pairwise