Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.
Zirui WangShaoming DuanChengyue WuWenhao LinXinyu ZhaPeiyi HanChuanyi LiuPublished in: CoRR (2022)
Keyphrases
- machine learning
- data sets
- data collection
- data analysis
- high quality
- synthetic data
- cooperative
- xml documents
- knowledge discovery
- data points
- knowledge acquisition
- original data
- data quality
- training data
- learning algorithm
- natural language processing
- patient records
- raw data
- statistical methods
- independent and identically distributed
- experimental data
- computer systems
- data mining techniques
- distributed systems
- support vector machine
- data structure
- databases