EPSRC IRC 'SPHERE' - a Sensor Platform for HEalthcare in a Residential Environment
EPSRC IRC 'SPHERE' - a Sensor Platform for HEalthcare in a Residential Environment
批准号:
EP/K031910/1
负责人:
Ian Craddock
金额:
$1488.71万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2013
资助国家:
英国
项目状态:
已结题
起止时间:
2013 至 --
中文摘要
点击翻译按钮获取中文摘要
英文摘要
The UK's healthcare system faces unprecedented challenges. We are the most obese nation in Europe and our ageing population is especially at risk from isolation, depression, strokes and fractures caused by falls in the home. UK health expenditure is already very substantial and it is difficult to imagine the NHS budget rising to meet the future needs of the UK's population. NHS staff are under particular pressure to reduce hospital bed-days by achieving earlier discharge after surgery. However this inevitably increases the risk that patients face post operative complications on returning home. Hospital readmission rates have in fact grown 20% since 1998.Many look to technology to mitigate these problems - in 2011 the Health Minister asserted that 80% of face-to-face interactions with the NHS are unnecessary. SPHERE envisages sensors, for example:1) That employ video and motion analytics to predict falls and detect strokes so that help may be summoned.2) That uses video sensing to analyse eating behaviour, including whether people are taking their prescribed medication.3) That uses video to detect periods of depression or anxiety and intervene using a computer-based therapy.The SPHERE IRC will take a interdisciplinary approach to developing these sensor technologies, in order that:1) They are acceptable in people's homes (this will be achieved by forming User Groups to assist in the technology design process, as well as experts in Ethics and User-Involvement who will explore issues of privacy and digital inclusion).2) They solve real healthcare problems in a cost-effective way (this will be achieved by working with leading clinicians in Heart Surgery, Orthopaedics, Stroke and Parkinson's Disease, and recognised authorities on Depression and Obesity).3) The IRC generates knowledge that will change clinical practice (this will be achieved by focusing on real-world technologies that can be shown working in a large number of local homes during the life of the project).The IRC "SPHERE" proposal has been developed from day one with clinicians, social workers and clinical scientists from internationally-recognised institutes including the Bristol Heart Institute, Southampton's Rehabilitation and Health Technologies Group, the NIHR Biomedical Research Unit in Nutrition, Diet and Lifestyle and the Orthopaedic Surgery Group at Southmead hospital in Bristol. This proposal further includes a local authority that is a UK leader in the field of "Smart Cities" (Bristol City Council), a local charity with an impressive track record of community-based technology pilots (Knowle West Media Centre) and a unique longitudinal study (the world-renowned Avon Longitudinal Study of Parents and Children (ALSPAC), a.k.a. "The Children of the Nineties"). SPHERE draws upon expertise from the UK's leading groups in Communications, Machine Vision, Cybernetics, Data Mining and Energy Harvesting, and from two corporations with world-class reputations for research and development (IBM, Toshiba).
期刊论文(10)
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Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements
通过类对比反事实陈述对机器学习预测进行会话解释
DOI:
10.24963/ijcai.2018/836
发表时间:
2018
期刊:
影响因子:
--
作者:
[Sokol K]
通讯作者:
Sokol K
DOI:
10.1109/apec.2018.8341147
发表时间:
2018-03
期刊:
2018 IEEE Applied Power Electronics Conference and Exposition (APEC)
影响因子:
--
作者:
[S. Adami;Guang Yang;Chunhong Zhang;P. Proynov;B. Stark]
通讯作者:
S. Adami;Guang Yang;Chunhong Zhang;P. Proynov;B. Stark
Off-body channel measurements, modelling and comparison of wrist-mounted antennas
腕戴式天线的离体信道测量、建模和比较
DOI:
--
发表时间:
2015
期刊:
影响因子:
--
作者:
[Abdullah M. W.]
通讯作者:
Abdullah M. W.
DOI:
10.1109/vtcfall.2016.7881186
发表时间:
2016-10
期刊:
2016 IEEE 84th Vehicular Technology Conference (VTC-Fall)
影响因子:
--
作者:
[M. Abdullah;Xenofon Fafoutis;M. Klemm;G. Hilton]
通讯作者:
M. Abdullah;Xenofon Fafoutis;M. Klemm;G. Hilton
A 2.45 GHz rectenna screen-printed on polycotton for on-body RF power transfer and harvesting
丝网印刷在聚酯棉上的 2.45 GHz 整流天线,用于人体射频功率传输和采集
DOI:
10.1109/wpt.2015.7140161
发表时间:
2015
期刊:
影响因子:
--
作者:
[Adami S]
通讯作者:
Adami S
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