Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images.
Feng ShiBojiang ChenQiqi CaoYing WeiQing ZhouRui ZhangYaojie ZhouWenjie YangXiang WangRongrong FanFan YangYanbo ChenWeimin LiYaozong GaoDinggang ShenPublished in: IEEE Trans. Medical Imaging (2022)
Keyphrases
- pulmonary nodules
- transfer learning
- ct images
- benign and malignant
- semi supervised
- labeled data
- semi supervised learning
- unlabeled data
- active learning
- computed tomography
- computer aided detection
- ct scans
- medical images
- medical imaging
- lung nodules
- computer aided
- medical diagnosis
- supervised learning
- region of interest
- text classification
- pairwise
- training data
- treatment planning
- text categorization
- multi view
- machine learning
- lung parenchyma
- breast cancer
- learning algorithm
- x ray
- medical image processing
- radiation therapy
- super resolution
- cad systems
- prior knowledge
- image analysis