通过人工智能/机器学习方法对 ProRithm 和标准监测技术进行比较研究,以使用光电血压计和心电图信号进行无创血压测量

A. V. S. Suresh, Vamsi Karatam, Dileep Karedla, Dinesh K. Babu, P. Jha, Durga V. Bandireddy
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引用次数: 0

摘要

背景:多参数监测设备是提供实时患者数据的关键,而实时患者数据对于有效的医疗干预至关重要。这项临床试验评估了 ProRithm 搏动对搏动无袖带设备在动脉血压监测方面的准确性,并将其与标准血压计进行了比较:这项观察研究包括30名18岁及以上的受试者。通过统计分析比较了 ProRithm 设备和飞利浦监测仪的收缩压和舒张压测量结果:分析结果表明,ProRithm 设备与手动方法之间没有明显的统计学差异。使用血压计手动测量的平均收缩压为131.2毫米汞柱,而使用ProRithm测量的平均收缩压为129.3毫米汞柱。同样,使用人工方法测量的平均舒张压为76.2毫米汞柱,而使用ProRithm测量的平均舒张压为75.9毫米汞柱:这项研究表明,ProRithm 等便携式小型设备便于进行远程监测,可在临床环境中有效地进行实时血压评估。
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A comparative study of ProRithm and standard monitoring techniques for non-invasive blood pressure measurement using photoplethysmography and electrocardiography signals through artificial intelligence/machine learning methods
Background: Multi-parameter monitoring devices are essential for providing real-time patient data, which is crucial for effective healthcare interventions. This clinical trial evaluated the accuracy of the ProRithm beat-to-beat cuffless device for arterial blood pressure monitoring, comparing it with a standard sphygmomanometer. Methods: This observational study included 30 subjects aged 18 and above. Systolic and diastolic blood pressure measurements from both the ProRithm device and the Philips Monitor were compared using statistical analysis. Results: The analysis revealed no statistically significant differences between the ProRithm device and the manual method. In comparison with manual measurements using a sphygmomanometer, the mean systolic blood pressure was 131.2 mmHg with ProRithm it was 129.3 mmHg. Similarly, with the manual method, while the mean diastolic blood pressure was 76.2 mmHg and with ProRithm it was 75.9 mmHg. Conclusions: This study indicates that portable, small-sized devices like ProRithm, which facilitate remote monitoring, are effective for real-time blood pressure assessment in clinical settings.
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