Automatic lung segmentation in dynamic thoracic MRI using two-stage deep convolutional neural networks.
Lipeng XieJayaram K. UdupaYubing TongJoseph M. McDonoughCaiyun WuCarina LottJason B. AnariPatrick J. CahillDrew A. TorigianPublished in: Medical Imaging: Image Processing (2022)
Keyphrases
- medical imaging
- convolutional neural networks
- medical images
- brain scans
- fully automatic
- ct images
- ct scans
- mri images
- computed tomography
- accurate segmentation
- brain mri
- magnetic resonance imaging
- mri data
- image segmentation
- mr images
- segmentation algorithm
- level set
- computed tomography images
- semi automatic
- brain tumors
- brain tumor segmentation
- magnetic resonance images
- automatic segmentation
- segmentation method
- image analysis
- multiscale
- region growing
- brain structures
- x ray
- computer tomography
- multiresolution
- intensity distribution
- ct data
- energy function
- carotid artery
- tissue segmentation
- high resolution