Lung Segmentation Using ResUnet++ Powered by Variational Auto Encoder-Based Enhancement in Chest X-ray Images.
Samar IbrahimKareem ElgoharyMahmoud HigazyThanaa MohannadSahar SelimMustafa A. AlattarPublished in: MIUA (2022)
Keyphrases
- x ray images
- chest radiographs
- medical images
- lung nodules
- x ray
- fracture detection
- image segmentation
- ct images
- computed tomography
- medical imaging
- ct and mr images
- ct scans
- computer aided surgery
- multiscale
- tomographic images
- computer tomography
- image enhancement
- clinical data sets
- computer aided diagnosis
- level set
- deformable models
- three dimensional
- single view
- image analysis
- anatomical structures
- lung cancer
- accurate segmentation
- image processing
- imaging modalities
- bit rate
- segmentation algorithm
- intraoperative
- magnetic resonance
- shape prior
- segmentation method
- mr images
- energy function
- dual energy