Data acquisition and visual analytic tool-set for paediatric sleep data

被引:1
作者
Vincent, Amal [1 ]
Gupta, Ankit [1 ]
Li, Ruoyu [1 ]
Shaw, Chris [1 ]
Akhyani, Saba [1 ]
机构
[1] Simon Fraser Univ, Burnaby, BC, Canada
来源
PROCEEDINGS OF THE 13TH EAI INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE (PERVASIVEHEALTH 2019) | 2019年
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
health-informatics; data-analysis; visual-analytics; sleep-sensor; Human Computer interaction; ACTIGRAPHY;
D O I
10.1145/3329189.3329228
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Paediatric sleep disorders have been of interest to the medical community for some time now. Recording and analysing the daily sleep and wake behaviour of a child is challenging for the parents of the children with sleep disorders as well as the paediatric medical community. It is on this premise that we present a web-based system that allows automatic sleep monitoring via radio waves, and an accompanying visual analytic tool which enables medical practitioners to analyse and gather insights on a child's data. Our contributions include setting design primitives for the web-interface and the visual analytic tool-set of SWAPP (Sleep-Wake behaviour Application), which supports the diagnosis and treatment of sleep-related disorders in children of age 6-7. The knowledge and theoretical implications of the work may be used for building home-based tools for clinical data acquisition, display, analysis (for the clinicians) and self-management (for parents/caregivers). Finally, the data visualisation techniques used in our work could apply to similar data analysis tasks, both medical and non-medical.
引用
收藏
页码:320 / 326
页数:7
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