Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data

Engineering

• Illustrates 100%
• Data Series 100%
• Medical Data 100%
• Limitations 100%
• Health Professionals 100%
• Learning System 100%
• Deep Learning Method 100%
• Big Data 100%

Computer Science

• Generative Adversarial Networks 100%
• Small Data Set 100%
• Time Series Data 100%
• Data Synthesis 50%
• Data Integrity 50%
• Health Professionals 50%
• Big Data Analytics 50%
• Machine Learning 50%
• Learning System 50%
• Deep Learning Method 50%