A scoping review and 50-clinician survey find that MedVQA research is poorly aligned with radiology practice, with mostly non-diagnostic questions, missing patient context, and evaluation metrics that do not measure clinical utility.
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Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights
A scoping review and 50-clinician survey find that MedVQA research is poorly aligned with radiology practice, with mostly non-diagnostic questions, missing patient context, and evaluation metrics that do not measure clinical utility.