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Author

Haifan Gong

2 papers indexed here

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Review Aug 2026

Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting

Thyroid ultrasound diagnosis requires coordinated lesion localization, measurement, risk stratification and reporting, yet most AI systems address these tasks in isolation and provide limited support for clinical review. We present ThyroidXAgent, a clinician-interactive agentic AI system that coordinates specialized di...

Haifan Gong, Shiyu Chen, Bodong Wang et al. · 0 citations
Preprint Jul 2026

Learning How Much, Not Just What: Cross-Patient Burden Order for CT Vision-Language Pretraining

Volumetric CT vision-language pretraining learns 3D representations from scan-report pairs, but global and anatomy-aware objectives supervise only correspondence: they establish what is present and leave how much unconstrained. Nothing separates a mild from an extensive case of the same finding along a consistent direc...

Guo-Liang You, Haifan Gong, Xiaomeng Chu · 0 citations

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