A Novel Technique of Pulmonary Nodules Auto Segmentation Using Modified Convolutional Neural Networks.
Bassant E. YoussefAhmed AlksasAhmed ShalabyAli MahmoudEric Van BogaertSohail ContractorMohammed GhazalAdel ElmaghrabyAyman El-BazPublished in: ISBI (2023)
Keyphrases
- convolutional neural networks
- pulmonary nodules
- thoracic ct images
- computer aided detection
- segmentation algorithm
- segmentation method
- ct images
- medical image processing
- accurate segmentation
- differential diagnosis
- image segmentation
- computer aided diagnosis
- medical images
- computer aided
- level set
- convolutional network
- fully automatic
- medical imaging
- lung parenchyma
- shape prior
- region growing
- ground glass opacity
- lung nodules
- lung cancer
- graph cuts
- three dimensional
- ct scans
- object segmentation