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Wangxuan Fan

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Articles

Enabling equitable global health AI with privacy‑enhancing technologies

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By Siqi Li, Yilin Ning, Serim Kim, Katherine Brown, Qian Long, Zengxiang Li, Paul Pronyk, Michael Barber, Lian Leng Low, Enrico Petretto, Hiang Khoon Tan, Melissa McCradden, Rui Yang, Rui Zhang, Lijing L. Yan, Bilal Mateen, Alastair K Denniston, Bradley Malin, Nan Liu, Wangxuan Fan
| Nature Verified
Abstract The global AI divide in healthcare is widening, with low-resource settings underrepresented in training data and underserved by infrastructure. Privacy-enhancing technologies (PETs) offer a path forward by enabling collaborative model development without centralizing sensitive data, but many remain difficult to implement in resource-constrained settings.
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