Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology

Ahmed Youssef Ali Amer; Femke Wouters; Julie Vranken; Dianne de Korte-de Boer; Valerie Smit-Fun; Patrick Duflot; Marie-Helene Beaupain; Pieter Vandervoort; Stijn Luca; Jean-Marie Aerts; Bart Vanrumste

doi:10.3390/s20226593

Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology

Ahmed Youssef Ali Amer, Femke Wouters, Julie Vranken, Dianne de Korte-de Boer, Valerie Smit-Fun, Patrick Duflot, Marie-Helene Beaupain, Pieter Vandervoort, Stijn Luca, Jean-Marie Aerts, Bart Vanrumste^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Article number	6593
Number of pages	21
Journal	Sensors
Volume	20
Issue number	22
DOIs	https://doi.org/10.3390/s20226593
Publication status	Published - Nov 2020

Keywords

vital signs
early warning score
time-series prediction
kNN-LS-SVM
wearable technology
NOVELTY DETECTION
SUPPORT
ANTECEDENTS
RISK

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10.3390/s20226593Licence: CC BY

Cite this

Amer, A. Y. A., Wouters, F., Vranken, J., de Korte-de Boer, D., Smit-Fun, V., Duflot, P., Beaupain, M-H., Vandervoort, P., Luca, S., Aerts, J-M., & Vanrumste, B. (2020). Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. Sensors, 20(22), [6593]. https://doi.org/10.3390/s20226593

Amer, Ahmed Youssef Ali ; Wouters, Femke ; Vranken, Julie ; de Korte-de Boer, Dianne ; Smit-Fun, Valerie ; Duflot, Patrick ; Beaupain, Marie-Helene ; Vandervoort, Pieter ; Luca, Stijn ; Aerts, Jean-Marie ; Vanrumste, Bart. / Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. In: Sensors. 2020 ; Vol. 20, No. 22.

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keywords = "vital signs, early warning score, time-series prediction, kNN-LS-SVM, wearable technology, NOVELTY DETECTION, SUPPORT, ANTECEDENTS, RISK",

author = "Amer, {Ahmed Youssef Ali} and Femke Wouters and Julie Vranken and {de Korte-de Boer}, Dianne and Valerie Smit-Fun and Patrick Duflot and Marie-Helene Beaupain and Pieter Vandervoort and Stijn Luca and Jean-Marie Aerts and Bart Vanrumste",

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Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology. / Amer, Ahmed Youssef Ali; Wouters, Femke; Vranken, Julie; de Korte-de Boer, Dianne ; Smit-Fun, Valerie; Duflot, Patrick; Beaupain, Marie-Helene; Vandervoort, Pieter; Luca, Stijn; Aerts, Jean-Marie; Vanrumste, Bart.

In: Sensors, Vol. 20, No. 22, 6593, 11.2020.

Research output: Contribution to journal › Article › Academic › peer-review

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T1 - Vital Signs Prediction and Early Warning Score Calculation Based on Continuous Monitoring of Hospitalised Patients Using Wearable Technology

AU - Amer, Ahmed Youssef Ali

AU - Wouters, Femke

AU - Vranken, Julie

AU - de Korte-de Boer, Dianne

AU - Smit-Fun, Valerie

AU - Duflot, Patrick

AU - Beaupain, Marie-Helene

AU - Vandervoort, Pieter

AU - Luca, Stijn

AU - Aerts, Jean-Marie

AU - Vanrumste, Bart

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KW - vital signs

KW - early warning score

KW - time-series prediction

KW - kNN-LS-SVM

KW - wearable technology

KW - NOVELTY DETECTION

KW - SUPPORT

KW - ANTECEDENTS

KW - RISK

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JO - Sensors

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SN - 1424-8220

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