Penn Artificial Intelligence and Technology Collaboratory for Healthy Aging

我们提议的宾夕法尼亚大学人工智能和技术学院(PennAITech)的总体目标 协作是识别、开发、评估、商业化和传播创新技术 监测老年人以及阿尔茨海默病(AD)和阿尔茨海默病相关痴呆患者 (ADRD)以及用于分析数据的人工智能(AI)方法和软件 由这些技术产生。合作的动机是需要一条全面的管道，从 基于技术的居家老年监护，采集和处理监护数据，集成 这些数据中有来自电子健康记录的临床数据，使用尖端人工智能方法进行分析，以及 软件，以及在提供决策支持的关注点部署经过验证的人工智能模型。我们已经组建了一支 有经验的专家团队构建和实施这一管道的每个组成部分，并将促进 这一愿景以及现有的工具和软件(目标1)。PennAITech合作实验室的一个中心重点是推进 这一愿景通过征求、审查和资助侧重于技术和人工智能开发的试点赠款来实现 促进护理管理和老龄化科学的发展，为脆弱的老年人或有 AD/ADRD接受熟练的家庭和社区服务(目标2)。支持资助试点项目 在AIM 3中，通过侧重于管理(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)和伦理 和政策问题(核心H)。最后，合作中心将与计划中的协调中心密切合作，以 促进所有合作项目的成功和翻译(目标4)。我们致力于改善 通过这些具体目标，促进老年人和AD/ADRD患者的健康。

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.