3 citations · 3 across the 4 of their papers we have counts for
4 papers
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs
Bowen Xin, Tony Young, Claire E Wainwright +7
Medical image synthesis generates additional imaging modalities that are costly, invasive or harmful to acquire, which helps to facilitate the clinical workflow. When training pair…
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…
Evaluating the Impact of Sequence Combinations on Breast Tumor Segmentation in Multiparametric MRI
Hang Min, Gorane Santamaria Hormaechea, Prabhakar Ramachandran +1
Multiparametric magnetic resonance imaging (mpMRI) is a key tool for assessing breast cancer progression. Although deep learning has been applied to automate tumor segmentation in…