A comparative analysis of deep learning models for lung segmentation on X-ray images.
Weronika Hryniewska-GuzikJakub BilskiBartosz ChrostowskiJakub Drak SbahiPrzemyslaw BiecekPublished in: CoRR (2024)
Keyphrases
- learning models
- x ray images
- medical images
- lung nodules
- fracture detection
- chest radiographs
- ct images
- x ray
- ct and mr images
- loss function
- medical imaging
- computed tomography
- learning tasks
- machine learning
- learning algorithm
- semi supervised learning
- image segmentation
- classification models
- ct scans
- segmentation method
- machine learning algorithms
- single view
- dual energy
- conditional random fields
- accurate segmentation
- level set
- multi view
- computer aided diagnosis
- lung cancer
- learning problems
- segmentation algorithm
- automatic segmentation
- higher order
- active contours