Preprint
Aug 2026
Case2Flow: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval
Case2Flow is introduced, a task designed to retrieve the most relevant guideline flowchart for a given patient case from a collection of guideline documents and CRISP, a training-free scoring method that sharpens late-interaction retrieval by suppressing uninformative patches, discounting ambiguous token matches, and incorporating bidirectional query-image alignment.
Jiale Wei, Yufan Chen, Alexander Jaus et al.
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