Taishi Nishizawa

From Labels to Language: Zero-Shot Radiology Report Generation with Hybrid Retrieval Augmentation

Generating clinically accurate radiology reports from chest X-rays demands both precise pathology recognition and coherent medical language. However, fine-tuning large vision-language models can be computationally challenging in deployment settings. We present a lightweight framework that improves report generation fro...