A novel unsupervised segmentation approach for brain computed tomography employing hyperparameter optimization.
Paulo Dos SantosMarcella ScoczynskiSolange Amorim NogueiraRafael Maffei LoureiroCristhiane GonçalvesWesley Pacheco CalixtoPublished in: GECCO Companion (2024)
Keyphrases
- computed tomography
- unsupervised segmentation
- ct images
- medical imaging
- medical images
- image reconstruction
- ct scans
- image segmentation
- three dimensional
- textured images
- segmentation algorithm
- brain tissue
- magnetic resonance images
- texture segmentation
- brain images
- human brain
- random fields
- multiresolution
- remote sensing
- x ray
- magnetic resonance imaging
- region of interest
- machine learning
- segmentation method
- model selection
- image analysis
- computer vision