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

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第一作者： Ahmed,Youssef Ali Amer

第一单位： E-MEDIA, STADIUS, Department of Electrical Engineering (ESAT), Campus Group T, KU Leuven, 3000 Leuven, Belgium.;Measure, Model & Manage Bioresponses (M3-BIORES), Department of Biosystems, KU Leuven, 3000 Leuven, Belgium.

作者： Ahmed,Youssef Ali Amer ^[1] ; Femke,Wouters ^[2] ; Julie,Vranken ^[2] ; Dianne,de Korte-de Boer ^[3] ; Valérie,Smit-Fun ^[3] ; Patrick,Duflot ^[4] ; Marie-Hélène,Beaupain ^[5] ; Pieter,Vandervoort ^[2] ; Stijn,Luca ^[6] ; Jean-Marie,Aerts ^[7] ; Bart,Vanrumste ^[8]

作者单位： E-MEDIA, STADIUS, Department of Electrical Engineering (ESAT), Campus Group T, KU Leuven, 3000 Leuven, Belgium.;Measure, Model & Manage Bioresponses (M3-BIORES), Department of Biosystems, KU Leuven, 3000 Leuven, Belgium. ^[1] Limburg Clinical Research Center/Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.;Limburg Clinical Research Center/Mobile Health Unit, Department of Anesthesiology, Department of Cardiology and Department Future Health, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium. ^[2] Department of Anesthesiology and Pain Management, Maastricht UMC+, 6229 HX Maastricht, The Netherlands. ^[3] Service des Applications Informatiques, Centre Hospitalier Universitaire de Liège-CHU, 4000 Liège, Belgium. ^[4] Unité de Pneumologie-Cardiologie-radiothéRapie, Centre Hospitalier Universitaire de Liège-CHU, 4000 Liège, Belgium. ^[5] Department of Data Analysis and Mathematical Modelling, Ghent University, 9000 Ghent, Belgium. ^[6] Measure, Model & Manage Bioresponses (M3-BIORES), Department of Biosystems, KU Leuven, 3000 Leuven, Belgium. ^[7] E-MEDIA, STADIUS, Department of Electrical Engineering (ESAT), Campus Group T, KU Leuven, 3000 Leuven, Belgium. ^[8]

关键词 early warning score kNN-LS-SVM time-series prediction vital signs wearable technology

医学主题词住院(Hospitalization);人类(Humans);监测, 生理学(Monitoring, Physiologic);氧(Oxygen);前瞻性研究(Prospective Studies);呼吸频率(Respiratory Rate);生命体征(Vital Signs)

DOI 10.3390/s20226593

PMID 33218084

发布时间 2021-04-06

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