Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
Siao SunFusheng WangSina RashidianTahsin M. KurçKayley Abell-HartJanos G. HajagosWei ZhuMary M. SaltzJoel H. SaltzPublished in: AMIA (2021)
Keyphrases
- data sets
- data analysis
- data points
- database
- data processing
- missing data
- high quality
- raw data
- data sources
- statistical analysis
- experimental data
- databases
- data structure
- training data
- machine learning
- network resources
- spatial data
- data quality
- high dimensional data
- computer systems
- input data
- data mining techniques
- decision support system
- end users
- information systems
- learning algorithm