The effect of nodule segmentation on the accuracy of computerized lung nodule detection on CT scans: comparison on a data set annotated by multiple radiologists.
Berkman SahinerLubomir M. HadjiiskiHeang-Ping ChanJiazheng ShiTed WayPhilip N. CascadeElla A. KazerooniChuan ZhouJun WeiPublished in: Medical Imaging: Computer-Aided Diagnosis (2007)
Keyphrases
- nodule detection
- computer aided detection
- pulmonary nodules
- ct scans
- lung nodules
- low dose
- ct images
- computed tomography
- computer aided
- medical images
- computer aided diagnosis
- medical imaging
- chest ct
- cad systems
- automated segmentation
- x ray
- registration accuracy
- computer tomography
- breast cancer
- imaging modalities
- ct data
- lung cancer
- medical image processing
- region of interest
- x ray images
- ground glass opacity
- fracture detection
- early detection
- treatment planning
- image processing
- roc curve
- segmentation algorithm
- image segmentation
- decision trees
- accurate segmentation
- clinical applications
- computer aided design
- receiver operating characteristic
- volumetric data
- medical image analysis
- magnetic resonance images
- magnetic resonance imaging
- multiscale
- feature selection