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Cambp: A camera-based, non-contact blood pressure monitor

  • Omkar R. Patil
  • , Yang Gao
  • , Borui Li
  • , Zhanpeng Jin
  • State University of New York Binghamton University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Convenient monitoring of vital signs, particularly blood pressure(BP), is critical to improve the effectiveness of healthcare and prevent chronic diseases. This study presents a user-friendly, low-cost, real-time, and non-contact technique for BP measurement based on the detection of photoplethysmography (PPG) using a regular webcam. Leveraging features extracted from photoplethysmograph, an individual's BP can be estimated using a neural network. Experiments were performed on 20 human participants during three different daytime slots given the influence of background illumination. Compared against the systolic blood pressure and diastolic blood pressure readings collected from a commercially available BP monitor, the proposed technique achieves an average error rate of 9.62% (Systolic BP) and 11.63% (Diastolic BP) for the afternoon session, and 8.4% (Systolic BP) and 11.18% (Diastolic BP) for the evening session. The proposed technique can be easily extended to the camera on any mobile device and thus be widely used in a pervasive manner. Copyright held by the owner/author(s).

源语言英语
主期刊名UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers
出版商Association for Computing Machinery, Inc
524-529
页数6
ISBN(电子版)9781450351904
DOI
出版状态已出版 - 11 9月 2017
已对外发布
活动2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017 - Maui, 美国
期限: 11 9月 201715 9月 2017

出版系列

姓名UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers

会议

会议2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and ACM International Symposium on Wearable Computers, UbiComp/ISWC 2017
国家/地区美国
Maui
时期11/09/1715/09/17

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

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