Louisa Jorm - RankMe

27 papers Journal 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PRIME-CVD: A Parametrically Rendered Informatics Medical Environment for Education in Cardiovascular Risk Modelling. CoRR Nicholas I-Hsien Kuo, Marzia Hoque Tania, Blanca Gallego, Louisa Jorm
2026	J	`jnl`	Using natural language processing to extract information from clinical text in electronic medical records for populating clinical registries: a systematic review. J. Am. Medical Informatics Assoc. Leibo Liu, Victoria Blake, Matthew Barman, Blanca Gallego, Timothy Churches, Georgina Kennedy, Sze-Yuan Ooi, Geoffrey Delaney, Louisa Jorm
2025	J	`jnl`	Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records. CoRR Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025	J	`jnl`	Attention-based synthetic data generation for calibration-enhanced survival analysis: A case study for chronic kidney disease using electronic health records. J. Biomed. Informatics Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025	J	`jnl`	Limits of Generative Pre-Training in Structured EMR Trajectories with Irregular Sampling. CoRR Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024	J	`jnl`	CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare. CoRR Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024	J	`jnl`	Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding. CoRR Bokang Bi, Leibo Liu, Sanja Lujic, Louisa Jorm, Óscar Pérez Concha
2024	J	`jnl`	Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation. CoRR Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024	J	`jnl`	Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach. Comput. Biol. Medicine Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego
2023	J	`jnl`	Automated ICD coding using extreme multi-label long text transformer-based models. Artif. Intell. Medicine Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2023	J	`jnl`	Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit. J. Biomed. Informatics Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm
2023	J	`jnl`	Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit. CoRR Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm
2023	J	`jnl`	Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV. J. Biomed. Informatics Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri
2023	J	`jnl`	Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models. CoRR Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2023	J	`jnl`	The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research. CoRR Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi
2022	J	`jnl`	Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models. J. Biomed. Informatics Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV. CoRR Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2022	J	`jnl`	Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	Hierarchical label-wise attention transformer model for explainable ICD coding. J. Biomed. Informatics Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022	J	`jnl`	Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation. CoRR Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W. Sy, Benjumin Hsu, Blanca Gallego
2022	J	`jnl`	The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms. CoRR Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri
2021	J	`jnl`	De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers. CoRR Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2021	J	`jnl`	Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU. J. Am. Medical Informatics Assoc. Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego, Manoj K. Saxena, Lachlan Rudd, Alejandro Metke-Jimenez, Louisa Jorm
2021	J	`jnl`	Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project. CoRR Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
2020	J	`jnl`	Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach. CoRR Sebastiano Barbieri, Suneela Mehta, Billy Wu, Chrianna Bharat, Katrina Poppe, Louisa Jorm, Rod Jackson
2019	J	`jnl`	A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk. CoRR Sebastiano Barbieri, Óscar Pérez Concha, Sradha Kotwal, Martin Gallagher, Angus Ritchie, Louisa Jorm