Multiple physiological inputs to optimise real-time biofeedback through artificial intelligence to improve sleep in insomniacs

多种生理输入通过人工智能优化实时生物反馈，改善失眠症患者的睡眠

• 批准号: 133874
• 金额: $ 22.86万
• 依托单位: BRAINTRAIN2020 LIMITED
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2019
• 资助国家: 英国
• 起止时间: 2019 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=133874
• 关键词: Multiple; physiological; inputs; optimise; real

The amount we sleep has been increasingly recognised as having an important impact on our health and well-being. Over recent years we have become increasingly aware of the effects that sleep has on both our physical and mental health. Even one bad night's sleep or late night can affect a person's mood, alertness and memory. The long-term effect of poor sleep can cause a range of life-threatening conditions such as cardiovascular disease, obesity and depression. Sleep deprivation was recently identified by Centers for Disease Control and Prevention as a global epidemic.The economic costs of poor sleep are huge and lead to a staggering annual productivity loss; US $411bn, Japan $138bn, Germany $60bn and UK $50bn. Unsurprisingly, the sleep aid market is global, demanding and growing, and expected to hit $101.9bn by 2023 with 6.5% CARG (RAND Europe, 2016).Our mission is to rid the world of addictive sleeping tablets and provide a good night's sleep for everyone, improving health and well-being.SleepCogni has identified an urgent clinical need for a solution that aids diagnostics, provides treatment and monitors adherence. The SleepCogni system provides an innovative technological solution to this problem. SleepCogni has developed and patented a wearable and bedside device designed to be used within a subject's home, which will provide support to sleep clinicians, through longitudinal data, enabling a fully informed diagnosis. It can also deliver a treatment for insomnia using light, sound and tactile cues personalised through a biofeedback system.We now seek to optimise SleepCogni's capability of treating insomnia using SleepCogni's patented active biofeedback which is personalised through our artificial intelligence capabilities using the 20 physiological, behavioural and environmental sensors on the SleepCogni devices. We are working with leading experts in social psychology at Sheffield Hallam University to achieve our goal.SleepCogni is entering a market where current treatment methods come at a substantial cost. Sleep lab testing costs between $1300 to $5000 - for one night. Sleep treatment equipment such as Continuous Positive Airway Pressure (CPAP), machines for sleep apnoea, typically cost $700 to $4000. Through exports and local manufacturing SleepCogni would make a significant impact on the UK economy.

人们越来越认识到，睡眠时间对我们的健康和幸福有着重要的影响。近年来，我们越来越意识到睡眠对我们身心健康的影响。即使是一夜没睡好或睡到很晚也会影响一个人的情绪、警觉性和记忆力。睡眠不足的长期影响会导致一系列危及生命的疾病，如心血管疾病、肥胖和抑郁。最近，美国疾病控制与预防中心（Centers for Disease Control and Prevention）认定睡眠不足是一种全球流行病。睡眠不足的经济成本是巨大的，导致每年惊人的生产力损失；美国4110亿美元，日本1380亿美元，德国600亿美元，英国500亿美元。不出所料，助眠市场是全球性的，需求旺盛且不断增长，预计到2023年将达到1019亿美元，cagg为6.5% （RAND Europe, 2016）。我们的使命是摆脱世界上令人上瘾的安眠药，为每个人提供一个良好的睡眠，改善健康和福祉。SleepCogni已经确定了一种迫切的临床需求，即帮助诊断、提供治疗和监测依从性的解决方案。SleepCogni系统为这个问题提供了一个创新的技术解决方案。SleepCogni开发了一种可穿戴的床边设备，设计用于受试者的家中，并获得了专利，该设备将通过纵向数据为睡眠临床医生提供支持，从而实现充分知情的诊断。它还可以通过生物反馈系统提供个性化的光、声音和触觉提示来治疗失眠。我们现在寻求优化SleepCogni治疗失眠症的能力，使用SleepCogni专利的主动生物反馈，通过我们的人工智能能力，使用SleepCogni设备上的20个生理、行为和环境传感器，实现个性化。我们正在与谢菲尔德哈勒姆大学的社会心理学专家合作，以实现我们的目标。SleepCogni正在进入一个当前治疗方法成本高昂的市场。睡眠实验室测试一晚的费用在1300美元到5000美元之间。睡眠治疗设备，如持续气道正压通气（CPAP），用于睡眠呼吸暂停的机器，通常要花费700到4000美元。通过出口和本地制造业，SleepCogni将对英国经济产生重大影响。