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通过可解释的机器学习模型解读肌肉质量下降的环境化学基础

Zhen Feng1, Ying'ao Chen2, Yuxin Guo3

  • 1Joint Centre of Translational Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China; Joint Centre of Translational Medicine, Wenzhou Institute, University of Chinese Academy of Sciences, Wenzhou, Zhejiang, People's Republic of China; College of Information and Engineering, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China.

The American journal of clinical nutrition
|June 2, 2024
PubMed
概括

环境化学物质 (ECs) 与与年龄相关的肌肉衰退 (肉症) 有关. 机器学习模型识别了特定的EC,如3-基酸和,可以预测肉症,提供了对内分泌相关疾病的见解.

关键词:
环境化学品环境化学品机器学习是机器学习.肌肉质量 肌肉质量 肌肉质量肌肉质量指数 肌肉质量指数随机的森林随机的森林这种类型的麻症是sarcopenia.

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