Devika Subramanian

Rethinking Radiology Report Generation: From Narrative Flow to Topic-Guided Findings

Vision-Language Models (VLMs) for radiology report generation are typically trained to mimic the narrative flow of human experts. However, we identify a potential limitation in this conventional paradigm. We hypothesize that optimizing for narrative coherence encourages models to rely on linguistic…