Machine reasoning for segmentation of the kidneys on CT images: improving CNN performance by incorporating anatomical knowledge in post-processing.
Gabriel Melendez-CorresYoungwon ChoiM. Wasil Wahi-AnwarHeidi CoySteven S. RamanMatthew S. BrownPublished in: Medical Imaging: Computer-Aided Diagnosis (2023)
Keyphrases
- post processing
- anatomical knowledge
- ct images
- vessel segmentation
- computed tomography
- medical images
- hypothesis testing
- preprocessing
- left ventricle
- liver segmentation
- ct scans
- medical imaging
- fully automatic
- treatment planning
- region of interest
- automated segmentation
- edge detection
- lung parenchyma
- image segmentation
- fracture detection
- bone segmentation
- statistical methods
- human experts
- data mining
- remote sensing
- segmentation method
- x ray
- image processing