Liang Wan

Lesion-aware visio-linguistic context regularization for radiology report generation.

While Large Language Models (LLMs) have revolutionized image captioning, their direct application to radiology report generation (RRG) faces two key challenges: the semantic dilution of lesion features due to indiscriminate global image encoding, and the stylistic drift resulting from LLMs' lack of strict clinical cons...