Data and Technical Development Core

项目摘要 Create的新结构化数据和技术开发核心(DTDC)(前身为数据核心)包括 统计、数据管理、编程和软件开发(包括人工智能方面的专业知识 智能、机器学习和虚拟现实)和网络安全专业知识。DTDC将有权访问 康奈尔技术园区和康奈尔·伊萨卡设计与环境分析中心的资源 还将得到佛罗里达州立大学(FSU)和伊利诺伊大学的技术资源的支持 在Urbana-Champaign(UIUC)。DTDC将继续为协调提供基础设施， 收集、管理和共享数据；并提供重要的统计支持，包括协助 所有研究项目(包括试点研究)的抽样、分析、设计和招募战略 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有关烦恼的问题。DTDC还将确保研究活动符合 在隐私和机密性方面遵守监管机构的规定进行。戴德梁行将 与管理核心(AC)合作开发数据收集、录入和培训协议 对所有研究人员来说。核心还将负责为调查人员提供技术 对研究项目的支持。这将包括开发技术接口(例如，虚拟现实)、 开发使用机器学习、数字助理和其他类型的智能自适应系统 技术工具。核心将继续使用各种数据收集方法，包括计算机- 辅助仪器和计算机辅助电话访谈软件(CATI)。在创建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 包括在内。将为调查数据实施服务器端数据收集应用程序(例如RedCap 收集。技术发展中心还将为这些项目编制数据文件手册和数据库 负责数据评分和整合。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；继续充当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合作；以及 实施我们详细的资源共享计划(参见资源共享计划)。它还将继续保持 中心用于共享数据库、文档、演示文稿等库的SharePoint Server。DTDC将 继续与咨询委员会合作编制项目报告，如国家卫生研究院的进度报告和 外部科学委员会和行业咨询委员会，并向数字科学和通信管理局提交报告。此外，DTDC 将与传播核心(DC)合作，协助准备出版物和演示文稿。

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.