Tool Core- Boutros

工具核心-Boutros

• 批准号: 10473401
• 负责人: Paul Christopher Boutros
• 金额: $ 135.92万
• 依托单位: UNIVERSITY OF CALIFORNIA LOS ANGELES
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-07-01 至 2026-04-30
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10473401
• 关键词: Adoption; Algorithmic Software; Algorithms; Area; Benchmarking; Bridge to Artificial Intelligence; Communities; Computer software; Consensus Workshop; Custom; Data; Data Set; Databases; Development; Educational Materials; Educational workshop; Ensure; Ethics; Exercise; Fostering; Funding; Generations; Goals; Gold; Human; Learning Module; Link; Logic; Methods; Mission; Outcome; Registries; Resources; Services; Software Engineering; Standardization; Surveys; Time; Training; United States National Institutes of Health; Update; Vision; Visual; Work; Workforce Development; algorithm development; algorithmic methodologies; citizen science; crowdsourcing; data standards; design; innovation; member; method development; skill acquisition; software development; support tools; tool; tool development; web interface; web-accessible; working group

TOOL OPTIMIZATION CORE: ABSTRACT (PROJECT DESCRIPTION) Beyond datasets, Bridge2AI’s Data Generation Projects (DGPs) will create a rich set of software methods and tools. The Tool Optimization Core (TOC) will be a national and multi-national hub for algorithmic and methodo- logic innovation, benchmarking, standardization, optimization, and dissemination. We aspire to be a Commons that services a broad and diverse range of stakeholders: algorithm developers and users, citizen scientists, reg- ulatory bodies, and members of the public. With this overarching mission, our TOC aims to incorporate each stakeholders’ specific needs as well as merge expertise, innovation, and dissemination to enable tool optimization across the broader Bridge2AI initiative. Our Tool Optimization Core comprises five Specific Aims. First, we will support tool generalization. The TOC will serve as a Center of Excellence in benchmarking, software development, and user interface (UI) development as well as provide resources to support critical existing tools and tools generated by data generating projects (DGPs). Second, we will coordinate tool development within and beyond Bridge2AI. The TOC will coordinate benchmarking, standards-setting, and interface development for DGPs working with other NIH-funded consortia and initiatives. Third, we will benchmark and optimize tools. The TOC will identify, plan, and execute quarterly pan-Bridge2AI crowdsourced benchmarking exercises to identify and quantify best-practices while working with DGPs on a wide range of algorithms. Fourth, we will identify and fill gaps in tool development, optimization, and generalization. The TOC will create working groups across the DGPs Tool Development & Optimization Modules to identify gaps and subsequently coordinate creation of gold standard datasets and tool optimization in these spaces. Fifth, we will disseminate best practices in tool development and optimization. The TOC will create a standardized registry for sharing of tools, datasets, and benchmarking results with these resources available through programmatic and visual interfaces. These efforts will be achieved through coordination of the TOC with other BRIDGE Coordination Center Cores, particularly including the Standards Core and Skills & Workforce Development Core. Successful execution will allow the TOC to comprehensively advise DGPs, create open and coordinated tool development within and beyond Bridge2AI, develop Bridge2AI-wide benchmarking, harmonize tool development across Bridge2AI, and develop and host workshops and systematic training materials on Bridge2AI. The efforts of the TOC will support continual tool refinement and development with lasting impact for the scientific community.

工具优化核心：摘要（项目描述） 除了数据集，Bridge2AI的数据生成项目（DGP）将创建一套丰富的软件方法， 工具.工具优化核心（TOC）将成为算法和方法的国家和多国中心， 逻辑创新、标杆管理、标准化、优化、传播。我们渴望成为一名平民 它为广泛而多样化的利益相关者提供服务：算法开发人员和用户，公民科学家，注册 政府机构和公众。 基于这一总体使命，我们的TOC旨在整合每个利益相关者的特定需求，并将 专业知识，创新和传播，以实现更广泛的Bridge2AI计划的工具优化。我们 刀具优化核心包括五个具体目标。首先，我们将支持工具泛化。TOC将 作为基准测试、软件开发和用户界面（UI）开发的卓越中心 并提供资源以支持关键的现有工具和数据生成项目生成的工具 （DGP）。其次，我们将协调Bridge2AI内外的工具开发。TOC将协调 为与其他NIH资助的联盟合作的DGP制定基准、标准制定和接口开发 和倡议。三是对标优化工具。TOC将每季度确定、计划和执行一次 泛Bridge2AI众包基准测试练习，以识别和量化最佳实践， DGP在广泛的算法。第四，我们将确定并填补工具开发、优化和 一般化TOC将在DGP工具开发和优化模块中创建工作组 确定差距，随后协调创建黄金标准数据集和工具优化， 空间.第五，我们将传播工具开发和优化方面的最佳做法。TOC将创建一个 标准化登记册，用于共享工具、数据集和基准测试结果，并提供这些资源 通过编程和可视化界面。 这些努力将通过TOC与其他BRIDGE协调中心核心的协调来实现， 特别是包括标准核心和技能与劳动力发展核心。成功的执行将 允许TOC为DGP提供全面建议，在内部创建开放和协调的工具开发， 超越Bridge2AI，开发Bridge2AI范围内的基准测试，协调Bridge2AI中的工具开发， 开发和主办关于Bridge2AI的研讨会和系统培训材料。TOC的工作将支持 持续的工具改进和开发，对科学界产生持久的影响。