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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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Xiao-Min Jiang

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Review Open access Aug 2026

Decoding Heart Failure: From Mechanisms to Phenotype-Based Management

Heart failure (HF) remains a leading cause of morbidity and mortality worldwide, with rising prevalence and substantial heterogeneity in pathophysiology and treatment response. This narrative review focuses on chronic HF in adults, with emphasis on pathophysiological mechanisms and phenotype-based classification. T...

Xiao-Min Jiang, Xin Wang, Juan Zhang · 0 citations

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