Classification of 4D fMRI Images Using ML, Focusing on Computational and Memory Utilization Efficiency.
Nazanin BeheshtiLennart JohnssonPublished in: REMIA@MICCAI (2022)
Keyphrases
- image classification
- image database
- ground truth
- image data
- image analysis
- edge detection
- machine learning
- image registration
- image features
- classification accuracy
- extracted features
- object recognition
- pattern recognition
- input image
- image collections
- handwritten digits
- skin lesion
- decision trees
- image set
- computational power
- preprocessing stage
- feature selection
- test images
- image regions
- text classification
- support vector
- three dimensional
- maximum likelihood
- image matching
- feature vectors
- image annotation
- image retrieval
- feature space
- memory usage
- multiscale
- functional magnetic resonance imaging
- feature extraction
- pigmented skin lesions