A simple self-supervised learning framework with patch-based data augmentation in diagnosis of Alzheimer's disease.
Haoqiang GongZhiwen WangShuaihui HuangJinfeng WangPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- image completion
- data sets
- database
- data mining techniques
- data sources
- learning process
- learning scheme
- background knowledge
- image data
- data analysis
- prior knowledge
- knowledge discovery
- data quality
- data structure
- high quality
- learning algorithm
- reinforcement learning
- data processing
- training data
- model based diagnosis
- high dimensional
- online learning
- human experts
- early diagnosis
- neural network
- clinically relevant