Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI.
Tayyab AteeqMuhammad Nadeem MajeedSyed Muhammad AnwarMuazzam MaqsoodZahoor-Ur RehmanJong Weon LeeKhan MuhammadShuihua WangSung Wook BaikIrfan MehmoodPublished in: Comput. Electr. Eng. (2018)
Keyphrases
- three dimensional
- brain mri
- ensemble classifier
- magnetic resonance images
- concept drift
- anatomical structures
- object detection
- ensemble learning
- region growing
- random forest
- change detection
- machine learning
- human brain
- multiresolution
- fusion method
- decision trees
- prediction accuracy
- ensemble methods
- medical images
- classification accuracy
- pairwise
- preprocessing step
- similarity measure
- learning algorithm