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Wearable Monitoring and Interpretable Machine Learning Can Objectively Track Progression in Patients during Cardiac Rehabilitation.

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第一作者： Hélène,De Cannière

第一单位： Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.;Future Health Department, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium.

作者： Hélène,De Cannière ^[1] ; Federico,Corradi ^[2] ; Christophe J P,Smeets ^[3] ; Melanie,Schoutteten ^[1] ; Carolina,Varon ^[4] ; Chris,Van Hoof ^[5] ; Sabine,Van Huffel ^[6] ; Willemijn,Groenendaal ^[2] ; Pieter,Vandervoort ^[7]

作者单位： Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.;Future Health Department, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium. ^[1] imec the Netherlands/Holst Centre, 5656AE Eindhoven, The Netherlands. ^[2] Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.;Future Health Department, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium.;imec the Netherlands/Holst Centre, 5656AE Eindhoven, The Netherlands. ^[3] KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, 3001 Leuven, Belgium.;TU Delft, Department of Microelectronics, Circuits and Systems (CAS), 2600AA Delft, The Netherlands. ^[4] KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, 3001 Leuven, Belgium.;imec vzw Belgium, 3001 Leuven, Belgium. ^[5] KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, 3001 Leuven, Belgium. ^[6] Mobile Health Unit, Faculty of Medicine and Life Sciences, Hasselt University, 3500 Hasselt, Belgium.;Future Health Department, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium.;Department of Cardiology, Ziekenhuis Oost-Limburg, 3600 Genk, Belgium. ^[7]

关键词 cardiac rehabilitation machine learning patient progression monitoring physical fitness assessment wearable sensor

医学主题词女(雌)性(Female);人类(Humans);男(雄)性(Male);中年人(Middle Aged);监测, 便携式(Monitoring, Ambulatory);遥感技术(Remote Sensing Technology)

DOI 10.3390/s20123601

PMID 32604829

发布时间 2023-11-11

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准确一般字义偏差语意偏离译文作用小提交