Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies.
Albert ComelliClaudia CoronnelloNavdeep DahiyaViviana BenfanteStefano PalmucciAntonio BasileCarlo VancheriGiorgio RussoAnthony J. YezziAlessandro StefanoPublished in: J. Imaging (2020)
Keyphrases
- computerized tomography
- deep learning
- lung nodules
- multislice
- high resolution
- accurate segmentation
- image analysis
- segmentation algorithm
- test images
- segmentation method
- computer tomography
- ct images
- positron emission tomography
- medical images
- fully automatic
- image features
- image processing
- multiple objects
- three dimensional
- machine learning
- input image
- image data
- clinical applications
- ct scans
- image segmentation
- high quality
- multiscale
- medical imaging
- x ray images
- automatic segmentation
- level set
- low resolution
- ct data
- object recognition
- pattern recognition
- magnetic resonance
- region of interest