The authors propose a four-category taxonomy of healthcare vision-language model studies with category-specific reporting standards and a peer-review checklist, arguing existing ML reporting guidelines are unfit for VLMs.
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Position: Restructuring of Categories and Implementation of Guidelines Essential for VLM Adoption in Healthcare
The authors propose a four-category taxonomy of healthcare vision-language model studies with category-specific reporting standards and a peer-review checklist, arguing existing ML reporting guidelines are unfit for VLMs.