Standards, Practices, and Quality Assessment
Charter: To capture community needs and aggregate standards requirements and specifications, coordinate the implementation of standards, and enable sharing and reuse. The WG will facilitate transparent benchmarking, quality control, standards compliance, and efficient dissemination of data and supporting artifacts by promoting and enabling open source and collaborative development of best practices and norms in adopting standards.
The Bridge2AI Standards, Practices, and Quality Assessment working group aims to develop best practices for data collection, deposition, quality assurance, query, dissemination, and integration across Bridge2AI Grand Challenges. We will ensure that the standards used across these projects: are as generalizable as possible in other biomedical and behavioral applications; produce reproducible, credible outputs useful to the wider scientific community; and are updated in an efficient and well-provenanced manner. To achieve this, we will:
- capture community needs and aggregate standards requirements and specifications, and
- coordinate implementation of standards and enable sharing and reuse.
Our approach will enable transparent benchmarking, quality control, standards compliance, and efficient dissemination of data and supporting artifacts by promoting and enabling open source and collaborative development of best practices and norms in the adoption of standards.
Development, refinement, evaluation, and dissemination of Bridge2AI community-driven standards. Continuous community engagement is required to define standards requirements (1). We plan to catalog standards, use cases, and validation rules (2); provide web applications to enable users to explore schemas and elements (3); enable modality-agnostic, extensible standards specification (4); deploy a Dashboard to evaluate use of, and compliance with standards (5); and develop protocols & tools for data transformation (6). Our Concierge services facilitate the users’ understanding of how to leverage, design, or incorporate resources; these include open, regular interactions with the wider Bridge2AI community through office hours, help desk activities, issue tracking systems, among other activities.

Who We Are

Mónica Muñoz Torres
Contact Principal Investigator, Chair Standards WG
University of Colorado
Anschutz Medical Campus

Timothy Clark
Co-I, Co-Chair, Standards WG
University of Virginia

Alex Wagner, PhD
Co-PI, Co-Lead
Nationwide Children’s Hospital

Chris G. Chute, PhD
Co-PI, Co-Lead
John Hopkins University

Harry Caufield
Co-I, Co-Lead
Lawrence Berkeley National Laboratory

Chris J. Mungall, PhD
Co-PI, Co-Lead
Lawrence Berkeley National Laboratory

Milen Nikolov
Co-I, Co-Lead
Sage Bionetworks

Sek Won Kong
Co-I
Boston Children’s Hospital

Marcin Joachimiak
Data Scientist
Lawrence Berkeley National Laboratory

Justin Reese
Software Developer
Lawrence Berkeley National Laboratory

James Stevenson
Software Developer
Nationwide Children’s Hospital

Kori Kuzma
Software Developer
Nationwide Children’s Hospital

Jennifer Bowser
Software Developer
Nationwide Children’s Hospital

Katie Stahl
Software Developer
Nationwide Children’s Hospital

Klay Shukla
Software Developer
Nationwide Children’s Hospital

Sigfried Gold
Software Developer
Johns Hopkins University

In-Hee Li
Software Developer
Boston Children’s Hospital

Adam Hindman
Product Designer
Sage Bionetworks

Gianna Jordan
Software Developer
Sage Bionetworks

Nick Grosenbacher
Software Developer
Sage Bionetworks

Loren Wolfe
Software Developer
Sage Bionetworks

Orion Banks
Biomedical Data Manager
Sage Bionetworks

Anthony Williams
Software Developer
Sage Bionetworks
Justin Niestroy
Software Developer
University of Virginia

Jessica Mitchell
Project Manager
Johns Hopkins University

Amy Heiser
Project Manager
Sage Bionetworks

Nomi L. Harris
Project Manager
Lawrence Berkeley National Laboratory
Luis Brito
Administrative Support Lead for Dr. Wagner
Nationwide Children’s Hospital

Ann Novakowski
Project Manager
Sage Bionetworks

Henning Hermjakob
Ambassador – Training, Recruitment, and Mentoring WG
EMBL-EBI / UCLA
Bridge2AI Standards WG Contributors from the Grand Challenges and the NIH Federal Working Group
- NIH FedWG: Jean Yuan
- University of Virginia (Functional Genomics): Nathan Sheffield, Sadnan Al Manir, Brian Gow, Gloria Sheynkman
- University of Alabama at Birmingham (Functional Genomics): Jake Y. Chen
- Tufts University (Clinical Care): Andrew Williams, Marty Alvarez
- Emory University (Clinical Care): Gari Clifford
- University of California, San Francisco (Clinical Care): Edilberto Amorim
- University of Washington (Salutogenesis): Aaron Lee, Julia Owen, Nayoon Gim, Jamie Shaffer
- University of California, San Diego (Salutogenesis): Camille Nebeker
- Massachusetts Institute of Technology (Precision Public Health): Satrajit S. Ghosh
- SickKids Canada (Precision Public Health): Evan Ng