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Nicholas I-Hsien Kuo

Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models

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Mar 22, 2023
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Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV

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Aug 18, 2022
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The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms

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Mar 12, 2022
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Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project

Dec 07, 2021
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Learning to Continually Learn Rapidly from Few and Noisy Data

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Mar 06, 2021
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MTL2L: A Context Aware Neural Optimiser

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Jul 18, 2020
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