AI/ML for Clinical Care

Patient-Focused Collaborative Hospital Repository Uniting Standards (CHoRUS) for Equitable AI

The goal of the AI/ML for Clinical Care Network is to develop the most diverse, high-resolution, ethically sourced, AI-ready data set to answer the grand challenge of improving recovery from acute illness.

This collaboration spans 20 academic centers, of which 14 will contribute as Data Acquisition centers.
Patient-focused efforts will determine the ethical and legal approaches to manage privacy and bias, while accounting for Social Determinants of Health.
Unified standards will harmonize multi-modal EHR, waveform, imaging, and text data.
A visualization and annotation environment will label data with targets important for prediction.
A comprehensive set of approaches will develop the skills and workforce for a next generation of diverse academic and community AI scientists.
Federated access will enable sampling methods to ensure a balanced and diverse cohort.
Collaborating with Bridge2AI and 3 other data generation projects, the AI/ML for Clinical Care Network will help us cross the Bridge2AI network together.

chorus4ai.org

Who We Are

Eric Rosenthal

Contact Principal Investigator
Massachusetts General Hospita

Azra Bihorac

Principal Investigator
University of Florida

Gilles Clermont

Principal Investigator
University of Pittsburgh

Gari Clifford

Principal Investigator
Emory University

Ashley Cordes

Principal Investigator
University of Oregon

Xiao Hu

Principal Investigator
Emory University

Rishi Kamaleswaran

Principal Investigator
Emory University

Randall Moorman

Principal Investigator
University of Virginia

Parisa Rashidi

Principal Investigator
University of Florida

Cynthia Rudin

Principal Investigator
Duke University

Yulia Levites Strekalova

Principal Investigator
University of Florida

Andrew Williams

Principal Investigator
Tufts CTSI

Ishan Williams

Principal Investigator
University of Virginia

Edilberto Amorim

Co-Investigator
University of California San Francisco

Leo Celi

Co-Investigator
BIDMC/MIT

Barbara Evans

Co-Investigator
University of Florida

Mona Flores

Co-Investigator
NVIDIA Medical AI

Quanzheng Li

Co-Investigator
Massachusetts General Hospital

Hongfang Liu

Co-Investigator
UT Health

Soojin Park

Co-Investigator
Columbia University

Elizabeth Shenkman

Co-Investigator
University of Florida

Paul Vespa

Co-Investigator
University of California Los Angeles

Michael Young

Co-Investigator
Massachusetts General Hospital