Position on the use of low-cost sensors for non-intrustive newborn sepsis monitoring

Paweeya Raknim, Kun Chan Lan, Yung Chieh Linker, Yen Tzu Lu

研究成果: Conference contribution

摘要

Neonatal sepsis is a major health problem in the neonatal intensive care unit (NICU). We have developed an non-intrusive system to measure heart rate (HR) information based on BCG sensors embedded in the clothes of the newborn. We utilize multiple statistical metrics of heart rate characteristics (HRC) including RR intervals and of standard deviation of HR, sample asymmetry and sample entropy, to build a warning system for sepsis monitoring. Our system achieves a specificity rate close to 99% and a recall rate around 92% is currently operational at an university hospital.

原文English
主出版物標題WearSys 2019 - Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, co-located with MobiSys 2019
發行者Association for Computing Machinery, Inc
頁面39-40
頁數2
ISBN(電子)9781450367752
DOIs
出版狀態Published - 2019 六月 12
事件5th ACM Workshop on Wearable Systems and Applications, WearSys 2019, co-located with MobiSys 2019 - Seoul, Korea, Republic of
持續時間: 2019 六月 21 → …

出版系列

名字WearSys 2019 - Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, co-located with MobiSys 2019

Conference

Conference5th ACM Workshop on Wearable Systems and Applications, WearSys 2019, co-located with MobiSys 2019
國家Korea, Republic of
城市Seoul
期間19-06-21 → …

    指紋

All Science Journal Classification (ASJC) codes

  • Hardware and Architecture
  • Software
  • Computer Networks and Communications

引用此

Raknim, P., Lan, K. C., Linker, Y. C., & Lu, Y. T. (2019). Position on the use of low-cost sensors for non-intrustive newborn sepsis monitoring. 於 WearSys 2019 - Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, co-located with MobiSys 2019 (頁 39-40). (WearSys 2019 - Proceedings of the 5th ACM Workshop on Wearable Systems and Applications, co-located with MobiSys 2019). Association for Computing Machinery, Inc. https://doi.org/10.1145/3325424.3329670