An unsupervised learning method with a clustering approach for tumor identification and tissue segmentation in magnetic resonance brain images.
Vishnuvarthanan GovindarajPallikonda Rajasekaran MuruganP. SubbarajAnitha VishnuvarthananPublished in: Appl. Soft Comput. (2016)
Keyphrases
- magnetic resonance
- unsupervised learning
- brain images
- mr images
- tissue segmentation
- medical images
- mr brain images
- brain tumors
- deformable registration
- partial volume
- fully automatic
- synthetic data
- energy function
- soft tissue
- machine learning
- segmentation algorithm
- dimensionality reduction
- quantitative evaluation
- computer vision
- brain tissue
- intensity inhomogeneity