Ai-Lian Jiang

Controllable medical report generation via multiscale dynamic focusing and instruction fine-tuning

Radiologists typically adopt a coarse-to-fine, dynamic focusing cognitive strategy when interpreting medical images, focusing on potential abnormal regions while integrating semantic context to compose reports. However, most existing medical report generation methods rely on fixed-resolution image encoding, which strug...