Details
k Nearest Neighbor classification with tissue type priors (kNN-TTP) is used to automatically classify white matter hyperintensities from FLAIR and T1 weighted MRI images. Several studies have validated the algorithm against golden standards and other methods. Volumetric and spatial performance is high (ICC=0.96; SI=0.84+/-0.14).
- Developer
- Martijn Steenwijk
- Lesion Type
- White matter hyperintensity
- Image Type
- FLAIR, MRI, T1
- Website
- http://www.iao-neuroscience.com/
Additional Information
- Pubmed Citation
- Operating System
- Linux
- Availability
- At Request
- License
- Available in collaboration
- Academic Use
- Free
- Commercial Use
- At Cost
- Development Status
- Beta
- Ongoing Support
- Yes
- Source Type
- Open Source
- Validation Status
- 2+ Independent Sample
- Automation
- Fully automated
- Intended Population
- Larger samples