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相关概念视频

Pulse rhythm01:30

Pulse rhythm

758
Pulse rhythm refers to the pattern of pulsations within specific intervals, offering valuable insights into the regularity or irregularity of the heart's beats as observed through the pattern of pulsation within specific intervals. A regular pulse exhibits a consistent heart rate with uniform waveforms and pulsation force, variations of which can be classified as normal, weak, or bounding.
Conversely, an irregular pulse pattern is termed dysrhythmia, stemming from disruptions in cardiac...
758
Equipments Used To Measure Blood Pressure01:30

Equipments Used To Measure Blood Pressure

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Direct Method
This invasive approach involves cannulating a peripheral artery. During each cardiac contraction, pressure generates mechanical motion within the catheter, transmitted through rigid, fluid-filled tubing to a transducer. This transducer converts mechanical motion into electrical signals displayed as waveforms on a monitor. An automatic flushing system prevents blood backflow. Due to the potential risk of unexpected arterial blood loss, this method is primarily used in intensive...
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支持人工智能的新型心房动诊断系统使用3D脉冲感知灵活的压力传感器阵列.

Yujie Cao1, Ping Li2, Yirun Zhu1

  • 1Jiangsu Provincial Key Laboratory of Advanced Robotics, School of Mechanical and Electric Engineering, Soochow University, Suzhou 215137, China.

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概括

使用传统中医原理,可穿戴传感器和人工智能的新系统可以检测心房动 (AF). 这种创新方法在识别AF方面实现了高精度,有助于诊断和远程治疗.

关键词:
人工智能的人工智能是人工智能.心房动是心房动的一种.灵活的传感阵列灵活的传感阵列.脉冲识别系统是一种脉冲识别系统.这是一个三维脉冲脉冲.

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科学领域:

  • 心血管医学 心血管医学
  • 生物医学工程 生物医学工程
  • 人工智能的人工智能

背景情况:

  • 心房动 (AF) 是一种常见的心血管疾病,具有显著的残疾和死亡率.
  • 及时有效地识别AF对于诊断和预防至关重要.
  • 目前的诊断方法可能缺乏可访问性或实时功能.

研究的目的:

  • 为AF开发一种新的智能传感和识别系统.
  • 整合传统中医 (TCM) 理论与灵活的可穿戴电子设备和人工智能 (AI).
  • 建立一个新的策略,用于精确诊断和远程治疗AF.

主要方法:

  • 根据TCM理论设计了灵活的压力传感器阵列,以捕获3D脉冲数据 (Cun,Guan,Chi).
  • 开发了一个信号采集系统来记录脉冲信号,由心血管疾病医生标记.
  • 利用卷积神经网络 (CNN) 和脉冲数据库创建一个AF识别模型.

主要成果:

  • 该系统成功捕获了同步的3D脉冲数据,区分了具有和没有AF的个体.
  • 基于人工智能的识别模型在实验室环境中实现了高达90%的识别率.
  • 在医院的临床验证表明,检测AF患者的识别率为80%.

结论:

  • 拟议的系统为AF的精确诊断和远程治疗提供了一种新的策略.
  • 这种TCM,可穿戴电子和AI的整合加速了现代中医治疗的发展.
  • 智能传感系统对改善AF管理和患者的治疗结果充满希望.