Jinghui Liu

Postdoc, CSIRO

Joined

August 2023

Names

Jinghui Liu (Preferred)

Emails

****@csiro.au (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Postdoc

CSIRO (csiro.au)

2023 – Present

PhD student

University of Melbourne (unimelb.edu)

2019 – 2023

MS student

University of Michigan - Ann Arbor (umich.edu)

2017 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

Clinical NLP

Present

Publications

Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports
Jinghui Liu, Bevan Koopman, Nathan J. Brown, Kevin Chu, Anthony N. Nguyen
- Artif. Intell. Medicine 2025
- Readers: Everyone
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
Jinghui Liu, Aaron Nicolson, Jason Dowling, Bevan Koopman, Anthony N. Nguyen
- BioNLP@ACL 2024
- Readers: Everyone
Rephrasing Electronic Health Records for Pretraining Clinical Language Models
Jinghui Liu, Anthony Nguyen
- CoRR 2024
- Readers: Everyone
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
Aaron Nicolson, Jinghui Liu, Jason Dowling, Anthony N. Nguyen, Bevan Koopman
- BioNLP@ACL 2024
- Readers: Everyone
Attention-based multimodal fusion with contrast for robust clinical prediction in the face of missing modalities
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
- J. Biomed. Informatics 2023
- Readers: Everyone
Uncovering Variations in Clinical Notes for NLP Modeling
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
- MedInfo 2023
- Readers: Everyone
Enhancing Bacterial Infection Prediction in Critically Ill Patients by Integrating Clinical Text
Jinghui Liu, Anthony N. Nguyen
- ALTA 2023
- Readers: Everyone
Natural Language Processing for Clinical Text
Vlada Rozova, Jinghui Liu, Mike Conway
- ALTA 2023
- Readers: Everyone
Catching Misdiagnosed Limb Fractures in the Emergency Department Using Cross-institution Transfer Learning
Filip Rusak, Bevan Koopman, Nathan J. Brown, Kevin Chu, Jinghui Liu, Anthony N. Nguyen
- ALTA 2023
- Readers: Everyone
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text
Jinghui Liu, Daniel Capurro, Anthony N. Nguyen, Karin Verspoor
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors