3D patch-based CNN for fissure segmentation on CT images to quantitatively assess fissure integrity and evaluate emphysema patients for endobronchial valve treatment.
Dallas K. TadaPangyu TengMichael F. McNitt-GrayGrace H. KimMatthew S. BrownJonathan G. GoldinKalyani VyapariAshley BanolaPublished in: Medical Imaging: Computer-Aided Diagnosis (2023)
Keyphrases
- ct images
- ground glass opacity
- ct scans
- lung disease
- medical images
- automated segmentation
- computed tomography
- radiation therapy
- medical imaging
- treatment planning
- traumatic brain injury
- ct imaging
- computer tomography
- lung nodules
- normal tissue
- pet ct
- liver segmentation
- fracture detection
- radiation dose
- cancer patients
- chronic obstructive pulmonary disease
- treatment plan
- ct data
- lymph nodes
- medical data
- lung parenchyma
- x ray
- region of interest
- image segmentation
- pet images
- fully automatic
- level set
- pulmonary nodules
- image registration
- region growing
- mr images
- image processing
- radiotherapy treatment
- segmentation algorithm
- shape prior
- clinical data
- computer aided diagnosis
- medical image segmentation