Please consider Version 2.0 of our synthetic ART for HIV dataset. The latest version is much more realistic than the prior version, especially regarding class imbalanceness and utility for training RL algorithms.
Interested viewers can also refer to our arXiv preprint by clicking on the Download button.
You can see the dataset on Figshare by clicking on the View on Github.
- figshare – Kuo, Nicholas (2023). The Health Gym v2.0 Synthetic Antiretroviral Therapy (ART) for HIV Dataset. figshare. Dataset. https://doi.org/10.6084/m9.figshare.22827878.v1
- Preprint – Kuo, Nicholas I., Louisa Jorm, and Sebastiano Barbieri. “Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV.” arXiv preprint arXiv:2208.08655 (2022)
Last Edited: 2023-07-13