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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

Author

Guoheng Huang

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Conference Aug 2026

PFT-Net: prototypes filtering and transformation for few-shot medical image segmentation

In few-shot medical image segmentation (FSMIS), the mainstream methods typically adopt prototype-driven methods, which use Masked Average Pooling (MAP) to extract class centers (prototypes) from labeled support samples to guide the segmentation of the query image. However, due to the inherent diversity of organs, signi...

Rui-Fa Zhou, Guoheng Huang, Lin-Hui Wu et al. · 0 citations
Aug 2026

Interpretation Before Integration: LLM-Guided Multimodal Completion and Fusion Network for Survival Analysis With Incomplete Data

Multimodality survival analysis for nasopharyngeal carcinoma (NPC) holds great potential for improving prognosis prediction and clinical decision-making. However, it is challenged by structural and semantic misalignments across heterogeneous data. Structural misalignment arises from incomplete clinical records, where m...

Fen Ling, Haoming Zeng, Ming Li et al. · 0 citations

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