A weakly supervised, retrieval-augmented vision-language framework generates structured SOAP notes from lesion images and sparse clinical text, with evaluation against GPT-4o, Claude, and Janus Pro on a small set of cases.
pathclip: Detection of genes and gene relations from biological pathway figures through image-text contrastive learning
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Towards Scalable SOAP Note Generation: A Weakly Supervised Multimodal Framework
A weakly supervised, retrieval-augmented vision-language framework generates structured SOAP notes from lesion images and sparse clinical text, with evaluation against GPT-4o, Claude, and Janus Pro on a small set of cases.