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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

AMID is introduced, an autonomous multi-agent framework for medical imaging model development that outperformed evaluated general-purpose MLE systems and approached or matched strong human-designed challenge solutions across heterogeneous tasks.

Shengyuan Liu, Jia-Xuan Jiang, Boyun Zheng et al. · 0 citations

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