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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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Sandeep Reddy

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#explainable ai Review Oct 2026

Artificial Intelligence for Risk Prediction in Perioperative Cancer Surgery: a Narrative Review

Abstract Purpose of Review Artificial intelligence (AI) particularly machine learning (ML) are increasingly used to predict perioperative risk in patients undergoing major cancer surgery. This narrative review aims to orient perioperative clinicians to contemporary AI-based predictive modelling, critically appraise the...

H. Ismail, E. Tyson, M. Ha et al. · 0 citations
Review Open access Sep 2026

Generative methods, validation frameworks, and equity considerations of synthetic data in medical artificial intelligence

Synthetic data is emerging as a strategic solution to persistent barriers in medical artificial intelligence (AI) development, including data scarcity, privacy constraints, and dataset bias. This perspective examines the landscape of synthetic multimodal data in healthcare, including its mechanisms, demonstrated benefi...

S. Reddy, Maryam Haghighat, Andrzej Janusz · 0 citations

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