Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation.
Alex VargheseKiran VaidhyaSubramaniam ThirunavukkarasuChandrasekharan KesavdasGanapathy KrishnamurthiPublished in: CoRR (2016)
Keyphrases
- semi supervised learning
- denoising
- lesion detection
- semi supervised
- unlabeled data
- image denoising
- computer aided diagnosis
- labeled data
- image processing
- natural images
- unsupervised learning
- supervised learning
- total variation
- co training
- training data
- text categorization
- active learning
- machine learning
- semi supervised classification
- label propagation
- segmentation algorithm
- image segmentation
- medical images
- lesion segmentation
- region growing
- segmentation method
- image analysis
- medical imaging
- computer aided
- brain structures
- brain tumors
- human brain
- bayesian networks
- image registration
- probabilistic model
- data sets
- multi view
- energy function