Select Publications
By Mr Nic Kuo
Preprints
2023, Generative AI Mitigates Representation Bias Using Synthetic Health Data, , http://dx.doi.org/10.1101/2023.09.26.23296163
,2023, Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project (Preprint), , http://dx.doi.org/10.2196/preprints.51388
,2023, Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models, , http://dx.doi.org/10.48550/arxiv.2303.12281
,2022, Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV, , http://dx.doi.org/10.48550/arxiv.2208.08655
,2022, The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms, , http://dx.doi.org/10.48550/arxiv.2203.06369
,2021, Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project, , http://dx.doi.org/10.48550/arxiv.2112.03914
,2021, Learning to Continually Learn Rapidly from Few and Noisy Data, , http://dx.doi.org/10.48550/arxiv.2103.04066
,2020, MTL2L: A Context Aware Neural Optimiser, , http://dx.doi.org/10.48550/arxiv.2007.09343
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