Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.
Ioannis D. ApostolopoulosEmmanuel G. PintelasIoannis E. LivierisDimitris J. ApostolopoulosNikolaos D. PapathanasiouPanagiotis E. PintelasGeorge S. PanayiotakisPublished in: Medical Biol. Eng. Comput. (2021)
Keyphrases
- pulmonary nodules
- automatic classification
- transfer learning
- ct scans
- ct images
- computed tomography
- image reconstruction
- computer aided
- computer tomography
- x ray
- reinforcement learning
- labeled data
- medical images
- computer aided diagnosis
- active learning
- lung cancer
- collaborative filtering
- semi supervised learning
- text classification
- ct data
- automatic detection
- lung nodules
- transfer knowledge
- machine learning
- imaging modalities
- region of interest
- text categorization
- medical imaging
- positron emission tomography
- treatment planning
- low dose
- machine learning algorithms
- training data
- learning algorithm
- magnetic resonance imaging
- unlabeled data
- semi supervised
- medical data
- text mining