BLIX-Ray: Chest X-Ray Report Generation with Vision-Language Models and Reinforcement Learning.
The radiology report is essential for directing the course of treatment for a patient. However, writing radiology reports is a huge burden for radiologists. Manual reporting faces challenges due to intra-labeler and inter-labeler variability, causing inconsistent patient treatment and diagnostic results, and complicati...