Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning.
Jen-Tang LuStefano PedemonteBernardo BizzoSean DoyleKatherine P. AndrioleMark H. MichalskiR. Gilberto GonzalezStuart R. PomerantzPublished in: MLHC (2018)
Keyphrases
- deep learning
- unsupervised feature learning
- spinal cord
- unsupervised learning
- machine learning
- x ray images
- deep architectures
- weakly supervised
- medical images
- carotid artery
- segmentation algorithm
- image segmentation
- multiscale
- segmentation method
- mental models
- medical imaging
- restricted boltzmann machine
- shape prior
- energy function
- viewpoint
- higher order
- data mining