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Diagnostic Loss: Asymmetric Supervision for Radiology Report Generation

Kolton, Ignacy et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionmachine-learning
Automated radiology report generation requires models to do more than produce fluent clinical narratives: they must explicitly state supported diagnoses while avoiding unsupported ones. However, existing medical vision-language models (MedVLMs) are typically trained with token-level maximum likeliho
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