Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification.
Vivek Kumar SinghSantiago RomaniHatem A. RashwanFarhan AkramNidhi PandeyMd. Mostafa Kamal SarkerSaddam AbdulwahabJordina Torrents-BarrenaAdel SalehMiguel ArquezMeritxell ArenasDomenec PuigPublished in: MICCAI (2) (2018)
Keyphrases
- x ray
- shape classification
- early detection of breast cancer
- medical imaging
- breast cancer detection
- shape retrieval
- x ray images
- shape matching
- digital x ray images
- intraoperative
- shape descriptors
- object contours
- three dimensional
- shape representation
- generative model
- ct scans
- medical images
- segmentation algorithm
- multiscale
- shape description
- image segmentation
- level set
- computer aided diagnosis
- segmentation method
- fourier descriptors
- object boundaries
- dce mri
- region growing
- shape analysis
- computationally efficient
- ct images
- shape prior
- markov random field