Data and Technical Development Core

数据和技术开发核心

• 批准号: 10410766
• 负责人: Samprit Banerjee
• 金额: $ 63.96万
• 依托单位: WEILL MEDICAL COLL OF CORNELL UNIV
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-06-15 至 2027-05-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10410766
• 关键词: Artificial Intelligence; Attitude; Biometry; Cellular Phone; Center for Translational Science Activities; Clinical Sciences; Cognitive; Collaborations; Collection; Computer Assisted; Computer software; Computers; Consultations; Data; Data Collection; Development; Documentation; Education; Elderly; Enhancement Technology; Ensure; Florida; Guidelines; Health; Human Resources; Illinois; Impaired cognition; Industry; Infrastructure; Intelligence; Internet; Leadership; Machine Learning; Maintenance; Manuals; Manuscripts; Measures; Medicine; Methods; Monitor; Occupations; Participant; Pharmaceutical Preparations; Pilot Projects; Play; Preparation; Privacy; Procedures; Progress Reports; Protocols documentation; Publications; Quality Control; Recording of previous events; Reporting; Research; Research Activity; Research Design; Research Personnel; Research Project Grants; Research Support; Resource Sharing; Resources; Role; Safety; Sampling; Security; Side; Site; Social isolation; Social support; Source; Statistical Data Interpretation; Structure; Surveys; System; Tablets; Technical Expertise; Techniques; Technology; Telephone Interviews; Testing; Training; United States National Institutes of Health; Universities; Update; Vendor; Work; aging and technology; archive data; archived data; base; cognitive ability; cyber security; data archive; data exchange; data management; data sharing; data standards; design; experience; handheld mobile device; health management; instrument; integration site; intelligent personal assistant; member; new technology; novel; programs; psychosocial; recruit; repository; research study; sociodemographics; software development; structured data; technology development; tool; virtual reality

Project Summary CREATE’s newly structured Data and Technical Development Core (DTDC), formerly Data Core, includes bio- statistical, data management, programming, and software development (including expertise in artificial intelligence, machine learning, & Virtual Reality), and cybersecurity expertise. The DTDC will have access to the resources at the Cornell Tech Campus and the Design & Environmental Analysis Center at Cornell Ithaca and will also be supported by technical resources at Florida State University (FSU) and the University of Illinois at Urbana-Champaign (UIUC). The DTDC will continue to provide an infrastructure for the coordination, collection, management, and sharing of data; and provide critical statistical support including assistance with sampling, analysis, and design and recruitment strategies for all research projects (including the Pilot Research projects). The Core has detailed cybersecurity protection protocols that involve hardware, software, and participant training solutions. Cybersecurity protection protocols will be applied to all data, projects, and study participants and users will be queried about annoyance. The DTDC will also ensure that research activities are conducted in compliance with regulatory agencies with regard to privacy and confidentiality. The DTDC will collaborate with the Administrative Core (AC) in the development of data collection, entry, and training protocols for all research personnel. The Core will also be responsible for providing the investigators with technology support for the research projects. This will include the development of technology interfaces (e.g., VR), the development of novel intelligent adaptive systems using machine learning, digital assistants, and other types of technology tools. The Core will continue to use a variety of methods for data collection, including computer- assisted instruments and computer-aided telephone interviewing software (CATI). During CREATE V, these protocols will be expanded and adaptive data collection tools on mobile devices for study participants will be included. Server-side applications for data collection (e.g., REDCap) will be implemented for survey data collection. The DTDC will also develop data documentation manuals and data libraries for the projects and assume responsibility for data scoring and integration. The Core will be responsible for: processing all data to ensure its accuracy, consistency, and integrity; continuing to serve as a central repository for all Center related data and documents; providing a framework to facilitate collaboration between Center personnel; and implementing our detailed resource sharing plan (see Resource Sharing Plan). It will also continue to maintain the SharePoint Server for the Center to share libraries of data, documents, presentations, etc. The DTDC will continue to work with the AC in the preparation of project reports such as the progress reports for the NIH and the External Scientific Board and Industry Advisory Council, and reports for the DSMB. In addition, the DTDC will work with the Dissemination Core (DC) to assist with the preparation of publications and presentations.

项目概要 CREATE 的新结构数据和技术开发核心 (DTDC)（以前称为数据核心）包括生物- 统计、数据管理、编程和软件开发（包括人工专业知识） 情报、机器学习和虚拟现实）和网络安全专业知识。 DTDC 将有权访问 康奈尔科技园区和康奈尔伊萨卡设计与环境分析中心的资源 还将获得佛罗里达州立大学 (FSU) 和伊利诺伊大学技术资源的支持 厄巴纳-香槟分校（UIUC）。 DTDC 将继续提供协调基础设施， 数据的收集、管理和共享；并提供关键的统计支持，包括协助 所有研究项目（包括试点研究）的抽样、分析、设计和招募策略 项目）。核心有详细的网络安全保护协议，涉及硬件、软件和 参与者培训解决方案。网络安全保护协议将应用于所有数据、项目和研究 参与者和用户将被询问是否有烦恼。 DTDC 还将确保研究活动 遵守监管机构关于隐私和保密的规定。 DTDC 将 与管理核心 (AC) 合作开发数据收集、输入和培训协议 对于所有研究人员。核心还将负责为调查人员提供技术 对研究项目的支持。这将包括技术接口（例如 VR）的开发、 使用机器学习、数字助理和其他类型的新型智能自适应系统的开发 技术工具。核心将继续使用各种方法收集数据，包括计算机 辅助仪器和计算机辅助电话访谈软件（CATI）。在 CREATE V 期间，这些 将扩展协议，并为研究参与者提供移动设备上的自适应数据收集工具 包括。将为调查数据实施用于数据收集的服务器端应用程序（例如 REDCap） 收藏。 DTDC 还将为项目和项目开发数据文档手册和数据库。 承担数据评分和整合的责任。核心将负责： 处理所有数据以 确保其准确性、一致性和完整性；继续作为所有与中心相关的中央存储库 数据和文件；提供一个框架以促进中心人员之间的协作；和 实施我们详细的资源共享计划（参见资源共享计划）。也将继续维持 中心使用 SharePoint Server 来共享数据、文档、演示文稿等库。DTDC 将 继续与 AC 合作准备项目报告，例如 NIH 的进度报告和 外部科学委员会和行业咨询委员会，并向 DSMB 报告。此外，DTDC 将与传播核心 (DC) 合作，协助准备出版物和演示文稿。