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。提出了技术识别和训练核心（核心C） 在这里通过识别新的AI算法和技术来促进Pennaitech合作的目标 根据老化美国人的需求，并开发培训机会，以促进其采用和使用 在试点资金计划中。为了促进这项任务，我们有五个目标。在AIM 1中，我们将确定AI方法 和技术，以结合自动自然的自然文献来满足额外文学的老年人的需求 语言处理和人类专家策划。在AIM 2中，我们将确定AI方法和技术来解决 老年人通过与利益持有人和学术/行业专家合作而需求。 在AIM 3中，我们将为临床医生和家庭开发有关AI概念和技术的课程和培训模块 护理专业人员，并教授AI和技术开发人员有关临床和用户需求的知识。在AIM 4中，我们 将创建一个Web门户网站，并建立一个中心资源和知识库，以进行技术识别和 训练。在AIM 5中，我们将为飞行员赠款申请提供AI和技术识别和培训支持 和获奖者为他们的创新项目提供帮助。我们致力于支持飞行员资金 计划和整体Pennaitech合作社，以改善成年人的健康状况 通过这些特定目标进行广告/adrd。