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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

Zhicheng Jiao

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3 papers indexed here

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Conference Aug 2026

From Labels to Language: Zero-Shot Radiology Report Generation with Hybrid Retrieval Augmentation

Generating clinically accurate radiology reports from chest X-rays demands both precise pathology recognition and coherent medical language. However, fine-tuning large vision-language models can be computationally challenging in deployment settings. We present a lightweight framework that improves report generation fro...

Taishi Nishizawa, Ayesha Issah, Ana Fuertes-Brito et al. · 0 citations
Open access Nov 2024

Patient-specific multimodal learning with multi-view contrastive alignment for chest X-ray report generation

The proposed EVOKE surpasses recent state-of-the-art methods across multiple datasets, and introduces a multi-view contrastive learning method that captures semantic correspondences both among multi-view radiographs within a study and between these radiographs and their associated report, thereby improving visual repre...

Qiguang Miao, Kang Liu, Zhuoqi Ma et al. · 6 citations · ⚡3
Conference Aug 2026

Improving Clinical Note De-identification via Post-NER Verification and Candidate Expansion

De-identification of clinical notes is critical for protecting patient privacy, yet existing approaches often struggle under real-world variation and provide limited support for auditing and error analysis. By examining the outputs of NER-based systems, we observe three recurring failure modes—false positives, false ne...

Ze Zhou, Ruo-Qian Zhang, Zhicheng Jiao et al. · 0 citations

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