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基于机器学习的诊断模型的开发和验证,使用血液转录组学来预测儿童早期糖尿病

Xin Huang1,2, Di Ouyang3, Weiming Xie4

  • 1The First Clinical Medical College, Nanjing University of Chinese Medicine, Nanjing, China.

Frontiers in medicine
|July 31, 2025
PubMed
概括

在儿童中早期预测1型糖尿病 (T1DM) 是可能的,使用血液转录和机器学习. 这种方法在诊断前多达46个月就能识别出预测性特征,为非侵入性诊断工具铺平了道路.

关键词:
儿童糖尿病 儿童糖尿病机器学习是机器学习.儿科生物标志物儿童生物标志物周围血液 周围血液转录组分析 转录组分析

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