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Updated: Jun 9, 2025

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基于机器学习的肺栓塞预测,以减少胃肠道癌症患者不必要的计算机断层扫描:一项回顾性多中心研究

Joo Seong Kim1,2, Doyun Kwon3, Kyungdo Kim4,5

  • 1Department of Internal Medicine and Liver Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea.

Scientific reports
|October 25, 2024
PubMed
概括

机器学习模型可以预测胃肠道癌症患者的肺栓塞 (PE),减少不必要的CTPA扫描. 这种人工智能工具可以提高高风险个体的诊断效率和患者护理.

关键词:
计算机断层扫描肺血管造影.胃肠道癌症是什么意思机器学习 机器学习肺栓塞 肺栓塞 是一种肺栓塞.随机森林模型是一个随机森林模型.

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