AI-generated data contamination erodes pathological variability and diagnostic reliability

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Authors: Dianbo Liu, Hongyu He, Shaowen Xiang, Ye Zhang, Yingtao Zhu, Jin Zhang, Yunyi Lu, Hao Deng, Emily Alsentzer, Yun Liu, Qingyu Chen, Kun‐Hsing Yu
+7 more Andrew Marshall, Tingting Chen, Srinivas Anumasa, Daniel K. Ebner, Dean Ho, Kee Yuan Ngiam, Ching‐Yu Cheng
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Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Ethics and Social Impacts of AI Machine Learning in Healthcare

Publication details

Journal / source
Research Square
Publication date
9 February 2026
Document type
Preprint