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Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit


Apr 14, 2023
Oisin Fitzgerald, Oscar Perez-Concha, Blanca Gallego-Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm

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


Mar 22, 2023
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri

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Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models


Dec 13, 2022
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Louisa Jorm

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Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation


Nov 22, 2022
Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W Sy, Benjumin Hsu, Blanca Gallego

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* Under journal review 

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


Aug 18, 2022
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri

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* In the near future, we will make our codes and synthetic datasets publicly available to facilitate future research. Follow us on https://healthgym.ai/ 

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Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding


Apr 22, 2022
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Louisa Jorm

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The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms


Mar 12, 2022
Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri

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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
Nicholas I-Hsien Kuo, Mark Polizzotto, Simon Finfer, Louisa Jorm, Sebastiano Barbieri

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De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers


Jan 01, 2021
Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Louisa Jorm

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Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach


Nov 28, 2020
Sebastiano Barbieri, Suneela Mehta, Billy Wu, Chrianna Bharat, Katrina Poppe, Louisa Jorm, Rod Jackson

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