A sandbox is an isolated testing environment that enables users to run programs or execute files without affecting the application, system, or platform on which they run. The sandbox allows developers to test programming code for optimal use of the tool.
The CD2H sandbox environments enable CTSA hubs to develop, evaluate, and share tools and methods with the translational research community.
A sandbox project designed to create a best practices platform for deploying and evaluating clinical machine learning tools and algorithms. Goals include provisioning community-vetted solutions to common clinical machine learning challenges, including data preparation, analysis of bias sources, and evaluation/validation of algorithms.
A continuation of Phase II collaborative work with the Informatics Enterprise Committee (iEC) working group, this project aims to deploy a suite of natural language processing (NLP) tools and realize evaluation measures and tools as well as best practices.
A sandbox project designed to develop, evaluate, and share tools and methods for data quality assessment. This sandbox project will include a pilot that leverages the Accrual to Clinical Trials (ACT) Network data to understand the quantity and completeness of ACT data and differences in coding practices across institutions.
The Clinical and Translational Science Award (CTSA) community possesses strength in its evaluation, continuous quality improvement, team science, and dissemination of healthcare data. Community projects leverage this foundation to coordinate informatics expertise, collaboration, and training with the goal of strengthening the culture of the CTSA community.
A continuation of a Phase II project, this project aims to advance the development and deployment of informatics maturity models and measures for use by CTSA hubs and decision makers.
This project is based on a pilot with the FDA and will create a cloud-based data use agreement toolkit to support the entry of de-identified EHR data from partner institutions into the sandboxes. The project will leverage a preconfigured FHIR repository maintained on the CD2H/NCATS cloud or behind the partner institution’s firewall as a demonstration. The team will work with the community to write Governance, SOPs, and policy for CTSA informatics community collaboration. A pan-sandbox Governance group will have CD2H and community representatives to contribute subject matter for specific domains.
The Accrual to Clinical Trials (ACT) Ontology supports queries across multiple research institutions in the ACT Network, a nationwide federation of leading academic research institutions that share aggregate patient counts from electronic health record (EHR) data. Its development is funded by the NIH through the National Center for Advancing Translational Sciences (NCATS) and the Clinical and Translational Science Award (CTSA) program. It contains over 125 million patient records. Usability of the ACT ontology will improve the precision, recall, and reproducibility of identifying clinical cohorts in EHR data sets.
A continuation of a Phase II project, Competitions provides a platform for robust peer review across CTSAs with a cloud-based, single sign-on software tool for investigators, reviewers, and administrators.
Continuation of a Phase II project to complete the development of a born-interoperable repository and data catalog designed to empower researchers as they engage in good data practices around research data management, licensing, preservation, credit, discovery, and reuse of digital artifacts.
Infrastructure projects are collaborative efforts that provide structure for the informatics-based architecture needed for discovery of relevant data that can fundamentally impact healthcare quality and outcomes.
This ongoing core infrastructure project creates an aggregated warehouse of resource information (calendared events, communications, engagement outreach, documents, presentations, educational materials). Resource information is made available to the CTSA community in a variety of forms, including a website with search tools and widgets for CTSA hubs to enable regional discovery and dissemination.
A collaborative guidebook for reusable data best practices to guide CD2H data informatics projects.
(This section is currently under development.)
An internal project aimed at developing single source of truth workflows for program management. This ongoing core infrastructure project creates an aggregated warehouse of resource information (expertise, services, documents, educational materials).
This ongoing HL7 Community Engagement project focuses on clinical data model harmonization and terminology services for the CTSA hubs. The three areas of work being conducted within this project are:
 Common Data Model Harmonization (CDMH) II, a cross-agency (FDA, ONC, CDC, NCATS, NCI) effort to harmonize the most common clinical data models;  Healthcare Open Terminology (HOT) Ecosystem, a multi-agency (NCATS, NCI, multi-hub) effort to harmonize value sets and terminologies in a sustainable ISO format;  HL7 Vulcan Accelerator, a project that defines or enhances FHIR resources that connect real world data with regulated submissions.
This ongoing core infrastructure project focuses on establishing a CTSA tool registry to facilitate discovery and confident adoption as well as implementation of tools and algorithms by CTSA investigators, including the provision of standard mechanisms for cloud-based data access and use.