Penn Artificial Intelligence and Technology Collaboratory for Healthy Aging

宾夕法尼亚大学健康老龄化人工智能与技术合作实验室

• 批准号: 10624657
• 负责人: George Demiris
• 金额: $ 19.9万
• 依托单位: UNIVERSITY OF PENNSYLVANIA
• 依托单位国家: 美国
• 财政年份: 2021
• 资助国家: 美国
• 起止时间: 2021-09-30 至 2026-05-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10624657
• 关键词: Address; Adult; Aging; Alzheimer' s Disease; Alzheimer' s disease related dementia; Artificial Intelligence; Caregivers; Caring; Clinical; Clinical Data; Clinical assessments; Collection; Communication; Computer software; Computers; Data; Data Analyses; Decision Support Model; Development; Elderly; Electronic Health Record; Engineering; Ethics; Evaluation; Family; Feedback; Funding; Goals; Grant; Health; Healthcare Systems; Home; Home environment; Industry; Insurance; Lead; Methods; Mission; Modeling; Monitor; Outcome; Patients; Pilot Projects; Policies; Process; Program Development; Quality of life; Regulation; Rural; Rural Population; Science; Scientist; Technology; Training; Translations; Underserved Population; Validation; Vision; Work; aging in place; base; clinical care; clinical decision support; clinical translation; collaboratory; community based service; computerized data processing; data integration; data pipeline; experience; healthy aging; improved; industry partner; innovative technologies; member; new technology; point of care; programs; success; synergism; tool

The overarching goal of our proposed Penn Artificial Intelligence and Technology (PennAITech) Collaboratory is to identify, develop, evaluate, commercialize, and disseminate innovative technology for monitoring aging adults and those with Alzheimer’s Disease (AD) and Alzheimer’s Disease Related Dementias (ADRD) in their home environment and the artificial intelligence (AI) methods and software for analyzing data generated by those technologies. The collaboratory is motivated by the need for a comprehensive pipeline from technology-based monitoring of aging adults in the home, collection and processing monitoring data, integration of those data with clinical data from electronic health records, analysis with cutting-edge AI methods and software, and deployment of validated AI models at point of care for decision support. We have assembled a team of experts with experience building and implementing each component of this pipeline and will promote this vision and existing tools and software (AIM 1). A central focus of the PennAITech Collaboratory is to advance this vision through the solicitation, review, and funding of pilot grants focused on technology and AI development to advance the science of care management and aging in place for vulnerable older adults or those with AD/ADRD receiving skilled home and community-based services (AIM 2). Funded pilot projects will be supported in AIM 3 through cores focused on administration (Core A), stakeholder engagement (Core B), technology identification and training (Core C), clinical translation and validation (Core D), networking (Core E), and ethical and policy issues (Core H). Finally, the collaboratory will work closely with the planned coordinating center to facilitate the success and translation of all collaboratory projects (AIM 4). We are committed to improving the health of aging adults and those with AD/ADRD through these specific aims.

我们提出的宾夕法尼亚大学人工智能和技术（PennAITech）的总体目标 合作实验室是为了识别、开发、评估、商业化和传播创新技术， 监测老年人和阿尔茨海默病（AD）和阿尔茨海默病相关痴呆症患者 （ADRD）在他们的家庭环境和人工智能（AI）方法和软件分析数据 这些技术所产生的。合作实验室的动机是需要一个全面的管道， 技术为基础的监测老年人在家里，收集和处理监测数据，整合 这些数据与来自电子健康记录的临床数据，用尖端的人工智能方法进行分析， 软件，以及在护理点部署经验证的AI模型以提供决策支持。我们组建了一个 一个具有建设和实施该管道每个组成部分经验的专家小组，将促进 这一愿景和现有的工具和软件（AIM 1）。PennAITech合作实验室的一个中心重点是推进 通过征集、审查和资助以技术和人工智能开发为重点的试点赠款来实现这一愿景 为弱势老年人或患有老年痴呆症的人提供护理管理和老龄化科学， AD/ADRD接受熟练的家庭和社区服务（AIM 2）。资助的试点项目将得到支持 在AIM 3中，通过关注管理（核心A）、利益相关者参与（核心B）、技术 识别和培训（核心C），临床翻译和验证（核心D），网络（核心E），以及伦理 政策问题（核心H）。最后，合作实验室将与计划中的协调中心密切合作， 促进所有合作实验室项目的成功和翻译（AIM 4）。我们致力于改善 通过这些特定的目标，老年人和AD/ADRD患者的健康。