Jason Dowling
6 papers · 2023–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Diamond
🗺️
Taxonomy Completionist
(17)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Keywords
encoder-decoder architecture
(2)
chest x-ray
(2)
radiology report
(2)
encoder-decoder model
(2)
multimodal language model
(2)
image captioning
(1)
text summarization
(1)
image synthesis
(1)
model merging
(1)
entropy regularization
(1)
electronic health record
(1)
biomedical text
(1)
language model fine-tuning
(1)
sequence-to-sequence model
(1)
radiology report generation
(1)
radiology report summarization
(1)
lay summarization
(1)
lay summary generation
(1)
inverse consistency
(1)
report generation
(1)
Papers
AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports
ACL 2025
The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It
ACL 2025
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs
MIDL 2024
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
ACL 2024
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
ACL 2024
e-Health CSIRO at RadSum23: Adapting a Chest X-Ray Report Generator to Multimodal Radiology Report Summarisation
ACL 2023