Schizophrenia classification and abnormalities reveal of brain region functional connection by deep-learning multiple sparsely connected network.
Chang WangYaning RenRui ZhangChen WangXiangying RanJiefen ShenZongya ZhaoWei TaoYongfeng YangWenjie RenYi YuPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- sparsely connected
- deep learning
- brain regions
- unsupervised learning
- machine learning
- supervised learning
- medical images
- functional magnetic resonance imaging
- neuro fuzzy
- normal controls
- human brain
- restricted boltzmann machine
- brain images
- decision trees
- feature extraction
- unsupervised feature learning
- feature space
- complex networks
- information extraction
- functional connectivity
- pattern recognition
- weakly supervised
- network structure
- model selection
- high dimensional
- object recognition