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: 10685536
• 负责人: George Demiris
• 金额: $ 400.11万
• 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/10685536
• 关键词: Address; Adult; Aging; Alzheimer' s Disease; Alzheimer' s disease related dementia; Artificial Intelligence; Caregivers; Clinical; Clinical Data; Collection; Communication; Computer software; Computers; Data; 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; Managed Care; 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; artificial intelligence method; clinical care; clinical decision support; clinical translation; collaboratory; commercialization; community based service; computerized data processing; data pipeline; experience; healthy aging; improved; industry partner; innovative technologies; member; new technology; point of care; programs; skills; success; synergism; tool; translational potential

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.

我们拟议的宾夕法尼亚州人工智能和技术的总体目标（Pennaitech） 协作旨在识别，开发，评估，商业化和传播创新技术 监测衰老的成年人以及患有阿尔茨海默氏病（AD）和阿尔茨海默氏病有关的痴呆症患者 （ADRD）在他们的家庭环境和人工智能（AI）方法和软件中用于分析数据 这些技术产生。该协作是由于需要从 基于技术的对家庭老化成人的监测，收集和处理监控数据，集成 这些数据中具有电子健康记录中的临床数据，使用尖端AI方法的分析和 软件，并在护理点上部署经过验证的AI模型以寻求决策支持。我们已经组装了 专家团队具有建立和实施该管道的每个组成部分的经验，并将促进 这种愿景，现有工具和软件（AIM 1）。 Pennaitech合作的主要重点是进步 通过招标，审查和资助飞行员赠款的愿景，重点是技术和AI开发 促进脆弱的老年人或患有患有的脆弱的老年人的护理管理和老化科学 广告/ADRD接收熟练的家庭和社区服务（AIM 2）。资助的飞行员项目将得到支持 在AIM 3中通过专注于管理（核心A），利益相关者参与（核心B）的核心，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）和道德 和政策问题（核心H）。最后，该协作将与计划的协调中心紧密合作 促进所有协作项目的成功和翻译（AIM 4）。我们致力于改善 通过这些特定目的，老龄化成年人和患有AD/ADRD的人的健康状况。