CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning.
Yisroel MirskyTom MahlerIlan ShelefYuval EloviciPublished in: USENIX Security Symposium (2019)
Keyphrases
- deep learning
- medical imagery
- medical images
- anatomical structures
- medical image analysis
- medical imaging
- unsupervised learning
- unsupervised feature learning
- imaging modalities
- machine learning
- x ray
- blood vessels
- mental models
- magnetic resonance images
- computer vision
- magnetic resonance
- magnetic resonance imaging
- three dimensional
- x ray images
- image segmentation
- weakly supervised
- image registration
- deformable models
- image processing
- object recognition
- image analysis
- adaptive thresholding
- learning algorithm
- higher order