Clinical value claims in multimodal AI outpace supporting evidence
The analysis of 177 studies comparing multimodal versus unimodal AI models found that while multimodal models generally performed better, claims about their clinical value are much more common than the evidence supporting those claims. The study suggests that adding data sources improves model discrimination, but there is a lack of prospective evaluation to confirm if this improvement translates into better clinical decisions.