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Bed-Embedded Heart and Respiration Rates Detection by Longitudinal Ballistocardiography and Pattern Recognition

In this work, a low-cost, off-the-shelf load cell is installed on a typical hospital bed and implemented to measure the longitudinal ballistocardiogram (BCG) in order to evaluate its utility for successful contactless monitoring of heart and respiration rates. The major focus is placed on the beat-t...

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Main Authors: Almothana Albukhari, Frederico Lima, Ulrich Mescheder
Format: Artigo
Language:Inglês
Published: MDPI AG 2019-03-01
Series:Sensors
Subjects:
ballistocardiography
vital signs monitoring
contactless monitoring
heart rate
load cell
pattern recognition
unsupervised machine learning
clustering
Online Access:https://www.mdpi.com/1424-8220/19/6/1451
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