Deep Ensembles Are Robust to Occasional Catastrophic Failures of Individual DNNs for Organs Segmentations in CT Images.
Yury PetrovBilal MalikJill FredricksonSkander JemaaRichard A. D. CaranoPublished in: J. Imaging Inform. Medicine (2023)
Keyphrases
- ct images
- medical images
- medical imaging
- computed tomography
- region of interest
- anatomical structures
- computer tomography
- ct scans
- medical image analysis
- medical image segmentation
- magnetic resonance
- magnetic resonance images
- computer aided diagnosis
- soft tissue
- image segmentation
- liver segmentation
- imaging modalities
- x ray images
- medical diagnosis
- mr images
- pulmonary nodules
- ct data
- lung nodules
- fracture detection
- treatment planning
- magnetic resonance imaging
- clinical applications
- traumatic brain injury
- image reconstruction
- image processing
- pet ct
- computer vision