Louisa Jorm

Orcid: 0000-0003-0390-661X

According to our database1, Louisa Jorm authored at least 20 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare.
CoRR, 2024

Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.
CoRR, 2024

Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding.
CoRR, 2024

Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.
Comput. Biol. Medicine, 2024

2023
Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit.
J. Biomed. Informatics, October, 2023

Automated ICD coding using extreme multi-label long text transformer-based models.
Artif. Intell. Medicine, October, 2023

Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.
J. Biomed. Informatics, August, 2023

The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research.
CoRR, 2023

Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit.
CoRR, 2023

Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models.
CoRR, 2023

2022
De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models.
J. Biomed. Informatics, 2022

Hierarchical label-wise attention transformer model for explainable ICD coding.
J. Biomed. Informatics, 2022

Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation.
CoRR, 2022

Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV.
CoRR, 2022

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

2021
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.
J. Am. Medical Informatics Assoc., 2021

Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project.
CoRR, 2021

De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers.
CoRR, 2021

2020
Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach.
CoRR, 2020

2019
A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk.
CoRR, 2019


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