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Cheng-Yi Li

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#small language model Open access Aug 2026

Balancing privacy and performance: the impact of facial defacing on AI in medical imaging

Summary Background Recent NIH Data Management and Sharing (DMS) policy updates and NIH controlled-access data security requirements have increased attention to facial anonymization and controlled-access handling of shared head imaging data. This is particularly relevant for datasets submitted to or hosted by the Cancer...

Yu-Li Wang, Yu-Wei Dai, Haoyue Guan et al. · EBioMedicine · 0 citations

Jul 2026

RareLens: Towards End-to-End Rare Disease Care via Aligning Divergent Large Language Model Reasoning

Autonomous RareLens and physicians assisted by RareLens both outperformed unaided physicians, while demonstrating that effective human-AI collaboration requires more than simply providing model outputs, and suggest a general strategy for building AI systems that operate reliably under high clinical uncertainty.

Xi Chen, Hong-Ru Zhou, Shi-Yu Feng et al. · arXiv.org · 0 citations