ADMIRED - Ai Driven MonItoRing Equipment for Bipolar Disorder

钦佩 - 人工智能驱动的双相情感障碍监测设备

• 批准号: 10089421
• 金额: $ 76.22万
• 依托单位: ELECTRONIC MEDIA SERVICES LIMITED
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2024
• 资助国家: 英国
• 起止时间: 2024 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=10089421
• 关键词: ADMIRED; Ai; Driven; MonItoRing; Equipment

ADMIRED is an ambitious healthcare project seeking to transform the management of Bipolar Disorder (BD) by harnessing digital technologies, AI-driven analytics, and proactive interventions. The traditional healthcare approach for BD, based on symptom-triggered responses, often leads to delayed treatment, jeopardizing patients' health and impacting their support network. ADMIRED's main objective is to develop an integrated biomedical solution that revolutionizes BD management.The ADMIRED solution comprises several components: an Electronic Health Data Acquisition System (EHDAS) for patients, a context-aware mobile application for continuous BD management, individualized AI-driven services to predict patient relapses in advance, a mobile app to warn authorized caregivers about predicted relapses, protocols to guide end-user behaviours, web-based software for medical decision-making, an embedded system for secure edge processing of AI services, and an interoperability package for integration with external systems.Through continuous monitoring of psychological and physiological parameters, ADMIRED will use AI-driven predictive analytics to anticipate individual patient relapses. When relapse is predicted, timely warnings will be sent to patients, caregivers, and clinicians, enabling immediate actions to prevent relapses and subsequent hospitalizations. This will enhance the quality of life for patients and families while reducing direct and indirect costs associated with the disease.The project consortium consists of technical, research, medical, social science, and NGO entities, bringing together the necessary multidisciplinary expertise for successful implementation. A modular development strategy will be followed, with a lab pilot in the initial phase and a final prototype demonstrated in two distinct populations/countries by the project's conclusion.ADMIRED aims to reach TRL 9 status, positioning it as a Class IIa medical device under the EU MDR 2017/745 definition, offering it as part of a Platform-as-a-Service (PaaS) solution. With the growing demand for digital telemedicine solutions, the project aligns well with the current market scope, while its focus on edge processing further enhances its relevance. The increasing awareness of mental health and the rising prevalence of BD contribute to a promising market growth opportunity, which ADMIRED aims to capitalize on by becoming a key player in the BD niche market. In conclusion, ADMIRED seeks to revolutionize BD management by embracing digital technologies, AI analytics, and proactive interventions, marking a shift from reactive to future value-based P4 (Predictive, Preventive, Personalized, and Participatory) medicine. By addressing the challenges of BD with an innovative and comprehensive approach, ADMIRED has the potential to significantly improve the lives of millions of individuals worldwide affected by this mental illness.

ADMIRED是一个雄心勃勃的医疗保健项目，旨在通过利用数字技术，人工智能驱动的分析和主动干预来改变双相情感障碍（BD）的管理。BD的传统医疗保健方法基于疾病触发的反应，通常会导致延迟治疗，危及患者的健康并影响他们的支持网络。ADMIRED的主要目标是开发一个集成的生物医学解决方案，彻底改变BD管理。ADMIRED解决方案包括几个组件：用于患者的电子健康数据采集系统（EHDAS），用于连续BD管理的上下文感知移动的应用程序，用于提前预测患者复发的个性化AI驱动服务，用于警告授权护理人员预测复发的移动的应用程序，ADMIRED将通过持续监测心理和生理参数，使用人工智能驱动的预测分析来预测个体患者的复发情况。ADMIRED将提供一个基于Web的医疗决策软件，一个用于人工智能服务安全边缘处理的嵌入式系统，以及一个用于与外部系统集成的互操作性软件包。当预测到复发时，将及时向患者、护理人员和临床医生发出警告，以便立即采取行动防止复发和随后的住院治疗。这将提高患者和家庭的生活质量，同时减少与疾病相关的直接和间接费用。该项目联合体由技术、研究、医学、社会科学和非政府组织实体组成，汇集了成功实施所需的多学科专业知识。ADMIRED将遵循模块化开发策略，在初始阶段进行实验室试点，并在项目结束时在两个不同的人群/国家展示最终原型。ADMIRED的目标是达到TRL 9状态，将其定位为欧盟MDR 2017/745定义下的IIa类医疗器械，作为平台即服务（PaaS）解决方案的一部分提供。随着对数字远程医疗解决方案的需求不断增长，该项目与当前的市场范围保持一致，而其对边缘处理的关注进一步增强了其相关性。人们对心理健康的认识不断提高，BD的患病率不断上升，这为市场增长提供了一个充满希望的机会，ADMIRED旨在通过成为BD利基市场的关键参与者来利用这一机会。总之，ADMIRED旨在通过采用数字技术，人工智能分析和主动干预来彻底改变BD管理，标志着从反应性到基于未来价值的P4（预测，预防，个性化和预防）医学的转变。通过以创新和全面的方法应对BD的挑战，ADMIRED有可能显着改善全球数百万受这种精神疾病影响的人的生活。