3 papers
cs.CV2025
Anatomical grounding pre-training for medical phrase grounding
Wenjun Zhang, Shakes Chandra, Aaron Nicolson
Medical Phrase Grounding (MPG) maps radiological findings described in medical reports to specific regions in medical images. The primary obstacle hindering progress in MPG is the…
cs.CV2024
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.…
cs.CL2024
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…