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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Han-Chen Zhang

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Aug 2026

A CLIP-Based Multimodal Endorectal Ultrasound Model for Predicting Metachronous Liver Metastases in Rectal Cancer.

OBJECTIVE To develop and externally validate a contrastive language-image pretraining (CLIP)-based multimodal model integrating pretreatment multiplanar three-dimensional endorectal ultrasound (3D-ERUS) images and ERUS reports for predicting metachronous liver metastasis (MLM) after radical surgery in rectal cancer....

Hang Yi, Min Liu, Han-Chen Zhang et al. · 0 citations

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