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Updated: May 8, 2025

Mechanical Ventilation Boot Camp Curriculum
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通过基于机器学习的预测性维护来提高机械通风机的可靠性

Žarko Peruničić1, Ivana Lalatović1, Lemana Spahić2,3

  • 1University of Donja Gorica, Podgorica, Montenegro.

Technology and health care : official journal of the European Society for Engineering and Medicine
|May 7, 2025
PubMed
概括

机器学习模型,特别是随机森林和XGBoost,可以准确预测机械通风器故障. 这种人工智能驱动的预测性维护提高了医疗机构关键呼吸器设备的可靠性.

关键词:
临床工程是临床工程.机械通风机 机械通风机医疗器械 医疗器械是一种医疗器械.绩效评估的绩效评价是指指绩效评估的结果.市场后的监测是市场后的监测.

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