Technology Identification and Training Core

技术鉴定和培训核心

• 批准号: 10274450
• 负责人: LI SHEN
• 金额: $ 16.25万
• 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/10274450
• 关键词: Academia; Address; Adoption; Adult; Aging; Alzheimer' s Disease; Alzheimer' s disease related dementia; American; Area; Artificial Intelligence; Big Data; Biological; Caregivers; Caring; Clinical; Communication; Communities; Computer software; Data Analyses; Databases; Dementia; Development; Educational workshop; Engineering; Evaluation; Event; Feedback; Funding; Funding Opportunities; Goals; Grant; Health; Healthcare Systems; Home; Home environment; Human; Image Analysis; Impaired cognition; Industry; Informatics; Institutes; Learning; Literature; Machine Learning; Medical; Mentors; Methods; Mission; Monitor; Natural Language Processing; Outcome; Patients; Physicians; Policy Maker; Quality of life; Research; Resources; Scientist; Surveys; Technology; Training; Training Activity; Training Support; United States National Institutes of Health; Update; Work; aging population; base; biomedical informatics; central database; collaboratory; course module; dementia care; hackathon; health disparity; healthy aging; improved; innovation; innovative technologies; intelligent algorithm; knowledge base; meetings; new technology; news; online course; patient home care; professor; programs; ranpirnase; social media; summer institute; technology training; text searching; training opportunity; web portal; web site; webinar

The overarching goal of the 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 Technology Identification and Training Core (Core C) is proposed here to advance the goal of the PennAITech Collaboratory by identifying new AI algorithms and technology based on the needs of aging Americans and developing training opportunities to facilitate their adoption and use in the pilot funding programs. To advance this mission, we have five aims. In Aim 1, we will identify AI methods and technology to address the needs of older Americans from extant literature via combining automated natural language processing and human expert curation. In Aim 2, we will identify AI methods and technology to address the needs of older Americans via engaging and collaborating with stake holders and academic/industry experts. In Aim 3, we will develop courses and training modules on AI concepts and technology for clinicians and home care professionals and to teach AI and technology developers about the clinical and user needs. In Aim 4, we will create a web portal and build a central resource and knowledge base for technology identification and training. In Aim 5, we will provide AI and technology identification and training support for pilot grant applicants and awardees to assist them with their innovative projects. We are committed to supporting the pilot funding programs and the overall PennAITech Collaboratory for improving the health of aging adults and those with AD/ADRD through these specific aims.

拟议的宾夕法尼亚大学人工智能和技术（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 由这些技术产生的。提出了技术识别和培训核心（核心 C） 通过识别新的人工智能算法和技术来推进 PennAITech 合作实验室的目标 基于美国老年人的需求并开发培训机会以促进其采用和使用 在试点资助计划中。为了推进这一使命，我们有五个目标。在目标 1 中，我们将确定 AI 方法 和技术，通过结合自动化的自然技术，从现有文献中满足美国老年人的需求 语言处理和人类专家管理。在目标 2 中，我们将确定人工智能方法和技术来解决 通过与利益相关者和学术/行业专家的接触和合作来满足美国老年人的需求。 在目标 3 中，我们将为临床医生和家庭开发有关人工智能概念和技术的课程和培训模块 护理专业人员并向人工智能和技术开发人员传授临床和用户需求。在目标 4 中，我们 将创建一个门户网站并建立一个中央资源和知识库，用于技术识别和 训练。在目标 5 中，我们将为试点资助申请者提供人工智能和技术识别及培训支持 和获奖者协助他们的创新项目。我们致力于支持试点资金 项目和整个 PennAITech 合作实验室致力于改善老年人和患有糖尿病的人的健康 AD/ADRD 通过这些具体目标。