Deep Learning in CT Images: Automated Pulmonary Nodule Detection for Subsequent Management Using Convolutional Neural Network.
Yi-Ming XuTeng ZhangHai XuLiang QiWei ZhangYu-Dong ZhangDa-Shan GaoMei YuanTong-Fu YuPublished in: Cancer management and research (2020)
The re-trained 3D CNN-based CAD model, complemented by expert augmentation, was an accurate and efficient tool in identifying incidental pulmonary nodules for subsequent management.
Keyphrases
- convolutional neural network
- deep learning
- artificial intelligence
- pulmonary hypertension
- machine learning
- computed tomography
- coronary artery disease
- high resolution
- clinical practice
- magnetic resonance imaging
- magnetic resonance
- image quality
- body composition
- optical coherence tomography
- positron emission tomography
- quantum dots