Diagnostic of autism spectrum disorder based on structural brain MRI images using, grid search optimization, and convolutional neural networks.
Hidir Selcuk NogayHojjat AdeliPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- mri images
- mri brain images
- autism spectrum disorder
- grid search
- convolutional neural networks
- brain tumors
- brain tissue
- brain images
- magnetic resonance images
- magnetic resonance imaging
- medical images
- cross validation
- generalization ability
- mri data
- hyperparameters
- random forest
- imaging modalities
- qualitative analysis
- expert systems
- model selection
- parameter optimization
- random search
- optimization algorithm
- gaussian process
- support vector machine
- decision making
- support vector regression
- high risk
- human brain
- bayesian framework
- data sets
- automatic segmentation
- x ray
- optimization problems
- image analysis
- search space
- computer vision