MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging

Shufeng Kong, Zijie Wang, Nuan Cui, Hao Tang, Yihan Meng, Yuanyuan Wei 0011, Feifan Chen, Yingheng Wang, Zhuo Cai 0004, Yaonan Wang, Yulong Zhang, Yuzheng Li, Zibin Zheng, Caihua Liu, Hao Liang. MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 38746-38753, AAAI Press, 2026. [doi]

Authors

Shufeng Kong

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Zijie Wang

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Nuan Cui

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Hao Tang

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Yihan Meng

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Yuanyuan Wei 0011

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Feifan Chen

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Yingheng Wang

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Zhuo Cai 0004

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Yaonan Wang

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Yulong Zhang

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Yuzheng Li

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Zibin Zheng

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Caihua Liu

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Hao Liang

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