What Are the Benefits of Using GANs in Epidemiology?
Employing GANs in epidemiology offers several advantages:
Enhanced Predictive Models: GANs can generate large volumes of synthetic data, improving the accuracy and robustness of predictive models. Resource Efficiency: By simulating disease spread and outcomes, GANs can help optimize resource allocation, such as the distribution of vaccines or medical supplies. Ethical Data Usage: Using synthetic data can circumvent ethical concerns related to patient privacy and consent. Scalability: GANs can rapidly generate vast amounts of data, facilitating large-scale epidemiological studies.
