1 citations · 2 across the 4 of their papers we have counts for
4 papers
Rephrasing Electronic Health Records for Pretraining Clinical Language Models
Jinghui Liu, Anthony Nguyen
Clinical language models are important for many applications in healthcare, but their development depends on access to extensive clinical text for pretraining. However, obtaining c…
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
Aaron Nicolson, Jinghui Liu, Jason Dowling +2
The Shared Task on Large-Scale Radiology Report Generation (RRG24) aims to expedite the development of assistive systems for interpreting and reporting on chest X-ray (CXR) images.…
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
Jinghui Liu, Aaron Nicolson, Jason Dowling +2
Clinical documentation is an important aspect of clinicians' daily work and often demands a significant amount of time. The BioNLP 2024 Shared Task on Streamlining Discharge Docume…
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text
Jinghui Liu, Daniel Capurro, Anthony Nguyen +1
Modeling text-based time-series to make prediction about a future event or outcome is an important task with a wide range of applications. The standard approach is to train and tes…