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人工智能和技术 (PennAITech) 的总体目标 合作是为了识别、开发、评估、商业化和传播创新技术 监测老年人以及患有阿尔茨海默病 (AD) 和阿尔茨海默病相关痴呆症的患者 （ADRD）在他们的家庭环境中以及用于分析数据的人工智能（AI）方法和软件 这些技术产生的合作是出于对综合管道的需求。 基于技术的家庭老年人监测、监测数据的收集和处理、集成 将这些数据与电子健康记录中的临床数据进行整合，使用尖端的人工智能方法进行分析， 我们已经组装了一个软件，并在护理点部署经过验证的人工智能模型以提供决策支持。 由具有构建和实施该管道每个组成部分经验的专家团队组成，并将促进 这一愿景以及现有的工具和软件（AIM 1）是 PennAITech 合作实验室的核心重点。 通过针对技术和人工智能开发的试点拨款的征集、审查和资助来实现这一愿景 促进弱势老年人或患有老年痴呆症的人的护理管理和就地老龄化科学 AD/ADRD 熟练家庭和社区接收服务（AIM 2）将得到资助的试点项目。 在 AIM 3 中，通过专注于管理（核心 A）、利益相关者参与（核心 B）、技术的核心 识别和培训（核心 C）、临床翻译和验证（核心 D）、网络（核心 E）和道德 最后，该合作机构将与计划中的协调中心密切合作，以解决这些问题。 促进所有合作项目的成功和翻译（AIM 4）。 通过这些具体目标，改善老年人和 AD/ADRD 患者的健康。