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可解释机器学习的洞察力,了解PFAS暴露与糖尿病之间的关联

Cui Wang1, Xinping Xu2, Shuai Luo3

  • 1Nanjing Jiangbei Hospital, Affiliated Nanjing Jiangbei Hospital of Xinglin College, Nantong University, Jiangsu, China.

Ecotoxicology and environmental safety
|June 24, 2025
PubMed
概括

和多基基物质 (PFAS) 暴露与糖尿病 (DM) 风险有关. 机器学习模型将PFOA识别为保护性,而PFOS和PFNA增加了风险,为糖尿病预防策略提供了信息.

关键词:
糖尿病是一种糖尿病.环境污染 环境污染可以解释的机器学习部分依赖性分析分析和多醇基物质是多和多的.莎普利的添加式解释

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