Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.
Michiel KallenbergKersten PetersenMads NielsenAndrew Y. NgPengfei DiaoChristian IgelCeline M. VachonKatharina HollandRikke Rass WinkelNico KarssemeijerMartin LillholmPublished in: IEEE Trans. Medical Imaging (2016)
Keyphrases
- deep learning
- unsupervised learning
- breast tissue
- pectoral muscle
- image analysis
- deep architectures
- computer aided detection
- breast cancer
- segmentation algorithm
- segmentation method
- level set
- computer aided diagnosis
- weakly supervised
- image segmentation
- medical images
- supervised learning
- restricted boltzmann machine
- multiscale
- mammographic images
- decision making
- text classification
- computer vision
- natural language processing
- object class
- semi supervised