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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

Yueming Su

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Review Open access Aug 2026

Diagnostic performance of machine learning models for malignant and non-malignant pleural effusion: Systematic review and meta-analysis.

BACKGROUND Accurately distinguishing malignant pleural effusion (MPE) from non-malignant pleural effusion is clinically important, but the generalisability and methodological quality of machine-learning (ML) models remain uncertain. METHODS We searched eight databases to 23 April 2026. Diagnostic performance was pool...

Luhan Guo, Jiansheng Li, Jiaheng Yao et al. · 0 citations
Review Aug 2026

RESPClinBench: Benchmarking Multimodal Clinical Decision-Making and Longitudinal Disease Management in Respiratory Specialty Care

RESPClinBench identifies task-specific limitations in multimodal pulmonary nodule assessment and longitudinal COPD management by combining explicit clinical-action coverage, holistic evaluation, and independent safety flags provides a clinically grounded basis for model selection and prospective validation.

Mou-Xiao Bian, Zhi Chen, Ruiyao Chen et al. · 0 citations

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