The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net.
Ayat AbedallaMalak AbdullahMahmoud Al-AyyoubElhadj BenkhelifaPublished in: CoRR (2020)
Keyphrases
- x ray
- medical imaging
- x ray images
- chest radiographs
- medical images
- computer tomography
- level set
- image segmentation
- intraoperative
- digital x ray images
- segmentation algorithm
- lung nodules
- low dose
- ct scans
- segmentation method
- computed tomography
- computer vision
- tomographic images
- three dimensional
- image analysis
- edge detection
- magnetic resonance images
- imaging modalities
- anatomical structures
- finite number
- projection images
- energy function
- mr images