July 17, 2023

Synthetic ART for HIV Dataset V2.0

Dear viewers, 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...

Update: Acute Hypotension

Datasets Update: Acute Hypotension Our synthetic datasets for acute hypotension is now available on PhysioNet. You may access our PhysioNet project through the following link: https://www.physionet.org/content/synthetic-mimic-iii-health-gym/1.0.0/ Edited 14th-March-2022 CBDRH, the University of New South Wales Nicholas Kuo

Update: Sepsis

Datasets Update: Sepsis Our synthetic dataset for sepsis is now available on PhysioNet. You may access our PhysioNet project through the following link: https://www.physionet.org/content/synthetic-mimic-iii-health-gym/1.0.0/ Edited 14th-March-2022 CBDRH, the University of New South Wales Nicholas Kuo

The Health Gym Initiative

Health Gym: Medical Datasets for Training Machine Learning Algorithms In the past decade, machine learning algorithms have continued to push the state-of-the-art performances on various disciplines including computer vision (CV) and natural language processing (NLP). Three factors have played major...

Health Gym is a free and open-source platform with healthcare-related benchmark problems for researchers to develop, test and compare offline reinforcement learning algorithms.