Stress among Portuguese Medical Students: the EuStress Solution
作者: Eliana SilvaJoyce AguiarLuís Paulo ReisJorge Oliveira e SáJoaquim GonçalvesVictor Carvalho
作者单位: 1ALGORITMI Center, School of Engineering - University of Minho, Guimarães, Portugal
2LIACC Artificial Intelligence and Computer Science Laboratory, Faculty of Engineering, University of Porto, Porto, Portugal
3EST/IPCA – Technology School of Polytechnic Institute of Cávado and Ave, Barcelos, Portugal
4Optimizer Lda, Porto, Portugal
刊名: Journal of Medical Systems, 2020, Vol.44 (3), pp.3-13
来源数据库: Springer Nature Journal
DOI: 10.1007/s10916-019-1520-1
关键词: StressHeart rate variability metricsWearable devicesMedical students
原始语种摘要: Abstract(#br)There has been an increasing attention to the study of stress. Particularly, college students often experience high levels of stress that are linked to several negative outcomes concerning academic functioning, physical, and mental health. In this paper, we introduce the EuStress Solution, that aims to create an Information System to monitor and assess, continuously and in real-time, the stress levels of the students in order to predict burnout. The Information System will use a measuring instrument based on wearable device and machine learning techniques to collect and process stress-related data from the students without their explicit interaction. In the present study, we focus on heart rate and heart rate variability indices, by comparing baseline and stress condition. We...
全文获取路径: Springer Nature  (合作)
影响因子:1.783 (2012)