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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

Jia-Xuan Jiang

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Sep 2026

Comorbidity-Aware Radiology Report Generation.

Chest X-ray report generation systems are valuable for assisting disease diagnosis and improving healthcare efficiency. However, existing methods still face two key challenges. First, multiple diseases often co-occur, leading to a combinatorial explosion of label combinations and sparse supervision for learning a gener...

Hong-Ze Zhu, Hong Liu, Ya-Wen Huang et al. · 0 citations
#computer vision Jul 2026

Towards Autonomous and Auditable Medical Imaging Model Development

Large language model (LLM) agents are beginning to automate machine learning engineering (MLE) by coupling planning, code execution, debugging, and empirical feedback. Translating this capability to medical imaging remains difficult because each task imposes modality-specific experimentation and strict requirements for...

Shengyuan Liu, Jiaxuan Jiang, Boyun Zheng et al. · 0 citations

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