Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19.
Plácido L. VidalJoaquim de MouraJorge NovoMarcos OrtegaPublished in: Expert Syst. Appl. (2021)
Keyphrases
- x ray
- multistage
- transfer learning
- ct scans
- medical imaging
- chest radiographs
- automated segmentation
- intraoperative
- ct images
- computed tomography
- computer tomography
- x ray images
- digital x ray images
- ct data
- dynamic programming
- ct and mr images
- ct volume
- accurate segmentation
- labeled data
- segmentation algorithm
- reinforcement learning
- machine learning
- three dimensional
- active learning
- image segmentation
- transfer knowledge
- segmentation method
- text classification
- optimal policy
- radiation dose
- semi supervised learning
- anatomical structures
- text categorization
- machine learning algorithms
- medical images
- patient data
- collaborative filtering
- imaging modalities
- unlabeled data
- clinical data
- pre operative
- similarity measure
- dual energy
- knowledge discovery