Robustification of Segmentation Models Against Adversarial Perturbations in Medical Imaging.
Hanwool ParkAmirhossein BayatMohammad SabokrouJan S. KirschkeBjoern H. MenzePublished in: PRIME@MICCAI (2020)
Keyphrases
- medical imaging
- medical images
- medical image processing
- image segmentation
- image analysis
- x ray
- computed tomography
- medical image analysis
- anatomical structures
- imaging modalities
- computer aided diagnosis
- image processing
- brain mr images
- volumetric data
- medical image segmentation
- magnetic resonance imaging
- magnetic resonance images
- image processing and analysis
- ct images
- image registration
- shape analysis
- image guided
- remote sensing
- pattern recognition
- computer vision
- brain structures
- biomedical engineering
- mri scans
- image guided surgery
- biomedical imaging
- neural network
- clinical practice
- fully automatic
- deformable models
- segmentation algorithm
- surface registration
- computer vision and image processing
- biomedical images
- mr images
- high quality
- machine learning