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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

Gang Li

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Review Open access Jun 2026

Large language models for breast cancer treatment planning: a blinded real-world evaluation of DeepSeek, ChatGPT, and oncologist recommendations

Advanced LLMs, particularly DeepSeek V3.1, demonstrated strong performance in generating standardized, guideline-concordant breast cancer treatment plans, showing superior consistency over human specialists in protocol-driven scenarios, but the widening gap in complex late-stage cases highlights limitations in accounti...

Ming Li, Yiran Yu, Gang Li et al. · 0 citations

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