2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
ACL 2025long
Radiologists play a crucial role in translating medical images into actionable reports. However, the field faces staffing shortages and increasing workloads. While automated approaches using vision-language models (VLMs) show promise as assistants, they require exceptionally high accuracy. Most curr…