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: Poly/DMAH@VLDB (2021)
Keyphrases
- data sets
- synthetic data
- database
- knowledge discovery
- high quality
- image processing
- network structure
- experimental data
- statistical analysis
- data processing
- input data
- image data
- end users
- data structure
- training data
- social networks
- data sources
- prior knowledge
- unsupervised learning
- xml documents
- databases
- missing data
- spatial data
- raw data