Investigating the Effects of Transfer Learning on ROI-based Classification of Chest CT Images: A Case Study on Diffuse Lung Diseases.
Shingo MabuAmi AtsumoShoji KidoTakashi KuremotoYasushi HiranoPublished in: J. Signal Process. Syst. (2020)
Keyphrases
- ct images
- lung nodules
- transfer learning
- computed tomography
- medical images
- region of interest
- ct scans
- chest radiographs
- pulmonary nodules
- text classification
- medical imaging
- machine learning
- cross domain
- ground glass opacity
- low dose
- computer tomography
- machine learning algorithms
- pet ct
- pattern recognition
- reinforcement learning
- labeled data
- ct data
- collaborative filtering
- active learning
- transfer knowledge
- lung cancer
- treatment planning
- fracture detection
- computer vision
- text categorization
- unlabeled data
- imaging modalities
- semi supervised learning
- learning algorithm
- feature selection
- target domain
- feature space
- training set
- image analysis
- semi supervised
- supervised learning
- x ray