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Author

Yingying Zhu

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2 papers indexed here

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Sep 2026

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...

Guan-Qun Sun, Yun-Bin Tu, Ying-Ying Zhu et al. · 0 citations
Jul 2026

RADAR: A Difference-Aware Retrieval with Organ-Level Alignment for Change Radiology Report Generation.

Automated report generation is limited to static, single-image analysis, failing to address the critical clinical need for longitudinal comparison in monitoring disease progression and treatment efficacy. To bridge this gap, we introduce the new task of Change Radiology Report Generation (CRRG) which aims to automatica...

Yizhi Pan, Guanqun Sun, Yingying Zhu et al. · 0 citations

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