Adolescent Fluid Intelligence Prediction from Regional Brain Volumes and Cortical Curvatures Using BlockPC-XGBoost.
Tengfei LiXifeng WangTianyou LuoYue YangBingxin ZhaoLiuqing YangZiliang ZhuHongtu ZhuPublished in: ABCD-NP@MICCAI (2019)
Keyphrases
- cerebral cortex
- cortical surface
- natural intelligence
- prediction accuracy
- basal ganglia
- artificial intelligence
- information processing
- human intelligence
- subcortical structures
- sensory motor
- biologically plausible
- three dimensional
- prediction model
- intelligent systems
- geometric properties
- cortical areas
- human cerebral cortex
- magnetic resonance images
- biologically inspired
- neurological disorders
- brain segmentation
- cortical regions
- functional brain
- brain anatomy
- computational intelligence
- cortical folding
- brain mapping
- anatomical features
- cortical thickness
- prediction error
- brain activity