Article
AI-generated data contamination erodes pathological variability and diagnostic reliability
2026-02-09
Abstract excerpt
<title>Abstract</title> <p>Generative artificial intelligence (AI) is rapidly populating medical records with synthetic or partially AI-generated content, creating a feedback loop where future models are increasingly at risk of training on uncurated AI-generated data. However, the clinical consequences of this AI-generated data contamination remain unexplored. Here, we show that in the absence of mandatory human...
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Identifiers and source
- Literature Corpus work
- 38a89ebf-bef2-5e74-b2eb-c73ecd787818
- DOI
- 10.21203/rs.3.rs-8753102/v1