AI powered digital service for tracking, supporting and managing obese patients during and after Covid-19
人工智能驱动的数字服务,用于在 Covid-19 期间和之后跟踪、支持和管理肥胖患者
基本信息
- 批准号:70282
- 负责人:
- 金额:$ 9.54万
- 依托单位:
- 依托单位国家:英国
- 项目类别:Feasibility Studies
- 财政年份:2020
- 资助国家:英国
- 起止时间:2020 至 无数据
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Extension to impact An extension to impact request is based upon the need to change the project this is in response to the evolving Covid-19 landscape. The changes to the project are necessary in to increase speed to market. The changes are all related to the original scope of the project. It has become increasingly clear since this project commenced that face to face clinics for this high-risk population will not be possible in the foreseeable future. The original concept of the platform was to integrate virtual and actual clinics specifically the diet and activity components. There is now a need to develop specific and detailed virtual clinic content for these areas in the form of educational films to support clinical contact via telephone and video conferencing. Rather than develop this specialist content over a period of time this needs to be available immediately in order that the app is fully functional by March 2021 and has robust content to support high-risk individuals.Obesity directly costs the NHS £6.1bn and wider UK society £27bn. 16.2 million adults in the UK are clinically obese(30.1%). Obesity has been cited alongside underlying respiratory illnesses as the main underlying condition risk factor in the hospitalisation rate for COVID 19\.Specialist services aimed at tackling obesity through psychological, lifestyle diet and pharmacological support have been largely paused during the lockdown period affecting an estimated 500,000 people that were utilizing these services, which is having a drastic impact on the mental and physical health of this high risk group of the population. Little is known about the progression of Covid-19 amongst this population.There does not exist a remotely delivered specialist service that conforms to the guidelines laid out by NICE that is accessible by anyone who is clinically diagnosed with obesity. Existing service providers face high overheads and costs associated with delivering face to face and the NHS commissions fewer of these services as a result. One such provider of services - The Bariatric Consultancy has had a successful track record in using different digital technologies to deliver remotely and has selected Healum (provider of digital health technology platforms), to help design and develop a remotely specialist remote digital service for obese people that also generates insights around the presentation and progression of COVID-19 amongst this at-risk group .It will enable people who were previously accessing face to face services to continue to manage their health during current and future COVID restrictions, whilst addressing the lack of access to these services through productivity gains that will enable providers to reduce the cost of provision and provide services at a larger capacity.The technology will provide valuable insights about how effective different combinations of interventions and services are across the country for people that are clinically obese, as well as how COVID symptoms progress and develop amongst this high risk group.The feasibility of using machine learning algorithms to generate daily personalised recommendations will also be tested to boost productivity.The efficacy of the remote service will be evaluated by the Bariatric Consultancy using patient questionnaires, patient reported outcome measures and in-app analytics.Changes in productivity and capacity will be evaluated comparing costs of different combinations of delivery before and after, whilst the technical feasibility of delivering the service will be addressed by developing the platform and infrastructure to be able to cope with 5,000,000 uk patients and 50million globally.
影响扩展影响扩展请求是基于改变项目的需要,这是为了应对不断变化的Covid-19形势。为了加快上市速度,对项目进行更改是必要的。这些变化都与项目的原始范围有关。自该项目开始以来,越来越明显的是,在可预见的未来,为这一高风险人群提供面对面的诊所是不可能的。该平台的最初概念是整合虚拟和实际诊所,特别是饮食和活动组件。现在需要为这些地区开发具体而详细的虚拟诊所内容,以教育电影的形式支持通过电话和视频会议进行临床联系。而不是在一段时间内开发这种专业内容,这需要立即提供,以便该应用程序在2021年3月之前完全发挥作用,并具有强大的内容来支持高风险个体。肥胖直接花费NHS 61亿英镑,更广泛的英国社会270亿英镑。16.2在英国,有100万成年人患有临床肥胖症(30.1%)。肥胖与潜在的呼吸道疾病一起被认为是COVID 19住院率的主要潜在疾病风险因素。旨在通过心理,生活方式饮食和药物支持来解决肥胖问题的专家服务在封锁期间基本上暂停,影响了估计500,000人正在使用这些服务,这对人口中这一高危群体的身心健康产生了巨大影响。对于新冠肺炎在这一人群中的进展情况知之甚少。目前还没有一种符合NICE制定的指导方针的远程专家服务,任何被临床诊断为肥胖的人都可以获得这种服务。现有的服务提供者面临着与面对面提供服务相关的高昂管理费用和成本,因此NHS委托的这些服务较少。其中一家服务提供商- The Bariatric Consultancy在使用不同的数字技术远程提供服务方面有着成功的记录,并选择了Healum(数字健康技术平台提供商),帮助设计和开发针对肥胖人群的远程专家远程数字服务,该服务还可以围绕COVID-19的呈现和进展产生见解,它将使以前获得面对面服务的人能够在当前和未来的COVID限制期间继续管理他们的健康,同时通过提高生产力来解决缺乏这些服务的问题,这将使供应商能够降低提供成本,并以更大的能力提供服务。该技术将提供关于全国各地不同的干预和服务组合对临床肥胖人群的有效性的宝贵见解,以及新冠病毒症状如何在这一高危人群中发展和发展。使用机器学习算法生成每日个性化建议的可行性也将被测试,以提高生产力。远程服务的效果将由肥胖咨询公司使用患者问卷调查、患者报告的结果测量和应用程序内分析。生产率和容量的变化将通过比较前后不同交付组合的成本进行评估,同时交付服务的技术可行性将通过开发平台和基础设施来解决,以便能够科普5,000,000名英国患者和5000万名全球患者。
项目成果
期刊论文数量(0)
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其他文献
吉治仁志 他: "トランスジェニックマウスによるTIMP-1の線維化促進機序"最新医学. 55. 1781-1787 (2000)
Hitoshi Yoshiji 等:“转基因小鼠中 TIMP-1 的促纤维化机制”现代医学 55. 1781-1787 (2000)。
- DOI:
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- 影响因子:0
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LiDAR Implementations for Autonomous Vehicle Applications
- DOI:
- 发表时间:
2021 - 期刊:
- 影响因子:0
- 作者:
- 通讯作者:
吉治仁志 他: "イラスト医学&サイエンスシリーズ血管の分子医学"羊土社(渋谷正史編). 125 (2000)
Hitoshi Yoshiji 等人:“血管医学与科学系列分子医学图解”Yodosha(涉谷正志编辑)125(2000)。
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Effect of manidipine hydrochloride,a calcium antagonist,on isoproterenol-induced left ventricular hypertrophy: "Yoshiyama,M.,Takeuchi,K.,Kim,S.,Hanatani,A.,Omura,T.,Toda,I.,Akioka,K.,Teragaki,M.,Iwao,H.and Yoshikawa,J." Jpn Circ J. 62(1). 47-52 (1998)
钙拮抗剂盐酸马尼地平对异丙肾上腺素引起的左心室肥厚的影响:“Yoshiyama,M.,Takeuchi,K.,Kim,S.,Hanatani,A.,Omura,T.,Toda,I.,Akioka,
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