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Updated: Sep 12, 2025

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使用循环神经网络进行下肢绕道监测和峰值缩速度的价值预测

Xiao Luo1,2, Fattah Muhammad Tahabi1, Dave M Rollins3

  • 1Department of Management Science and Information Systems, Oklahoma State University, Oklahoma, USA.

Studies in health technology and informatics
|August 8, 2025
PubMed
概括

这项研究使用循环神经网络来利用双重超声检查的峰值缩速度 (PSVs) 预测下肢旁路移植封闭. BiGRU模型提高了预测准确度,表明更多的数据可以提高移植监测.

关键词:
绕道故障预测预测深度学习 (Deep Learning) 是一种深度学习.周围动脉疾病 周围动脉疾病

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Assessing Blood pressure using a doppler ultrasound01:19

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To obtain accurate blood pressure measurements in clinical settings, especially when traditional methods are insufficient, healthcare professionals utilize the Doppler ultrasound technique. This method uses high-frequency sound waves to detect blood flow within the arteries, which is crucial for patients with conditions that complicate circulatory system assessment.
Pre-Procedural Guidelines for Doppler Ultrasound Blood Pressure Assessment:
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