Automatic lung parenchyma segmentation using a deep convolutional neural network from chest X-rays.
Arunit MaityTusshaar R. NairShaanvi MehtaP. PrakasamPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- x ray
- lung parenchyma
- medical imaging
- convolutional neural network
- ct images
- chest radiographs
- x ray images
- ct scans
- computer tomography
- pulmonary nodules
- fully automatic
- medical images
- pulmonary embolism
- dual energy
- low dose
- lung nodules
- intraoperative
- computed tomography
- three dimensional
- automated segmentation
- image segmentation
- level set
- segmentation method
- medical image processing
- face detection
- anatomical structures
- neural network
- multiscale
- segmentation algorithm
- magnetic resonance images
- discrete tomography
- medical image analysis
- imaging modalities
- image analysis
- image registration
- energy function