A framework to integrate AI into clinical practice.
Working together to define, validate, and responsibly advance diagnostic AI
Learn About the ConsortiumThe Diagnostic AI Consortium is committed to advancing diagnostic AI responsibly. Together, members represent a cross-section of the best academic medical centers and community-based systems spanning the country.
Headquartered in Charlotte, North Carolina, Advocate Health is the third-largest nonprofit, integrated health system in the United States. A preeminent academic health system at the forefront of clinical excellence, innovation and research, it delivers care under the names Advocate Health Care in Illinois; Atrium Health in the Carolinas, Georgia and Alabama; and Aurora Health Care in Wisconsin and Michigan, and Wake Forest University School of Medicine is its academic core.
Nationally recognized for expertise in heart and vascular, neurosciences, oncology, pediatrics and rehabilitation, Advocate Health is also a pioneer in the delivery of virtual health care. It is accelerating discovery by making research participation part of the standard-of-care through its one-of-a-kind National Center for Clinical Trials, plus two affiliated life-sciences-focused innovation districts and one of the nation’s largest graduate medical education programs.
With more than 165,000 teammates serving patients at 69 hospitals and over 1,000 care locations across eight states, Advocate Health reinvests over $6 billion each year to improve community health, making it one of the nation’s largest providers of community benefit.
Cedars-Sinai is a nonprofit academic healthcare organization serving the diverse Los Angeles community and beyond. With pioneering medical research achievements, education programs defining the future of healthcare and wide-ranging community benefit activities, we’re setting new standards for quality and innovation in patient care.
Hartford HealthCare is Connecticut’s largest medical network, treating 28,000 patients daily. It operates major teaching hospitals and over 500 local clinics. The system features expert centers for cancer, heart care, and orthopedics. It also provides urgent care, mental health services, and LIFE STAR medical helicopters.
Houston Methodist’s mission is to provide high quality, cost-effective health care that delivers the best value to the people we serve in a spiritual environment of caring in association with internationally recognized teaching and research.
For more than a century, life-changing medical milestones have attracted patients from around the country and around the world to Houston Methodist — where our leading experts deliver the most advanced medical and surgical solutions to every patient who walks through their doors.
Mercy, one of the 15 largest U.S. health systems and named the top large system in the U.S. for excellent patient experience by NRC Health, serves millions annually with nationally recognized care and one of the nation’s largest and highest performing Accountable Care Organizations in quality and cost. Mercy is a highly integrated, multi-state healthcare system including 55 acute care and specialty (heart, children’s, orthopedic and rehab) hospitals, convenient and urgent care locations, imaging centers and pharmacies. Mercy has over 1,000 physician practice locations and outpatient facilities, more than 5,000 physicians and advanced practitioners and more than 50,000 caregivers serving patients and families across Arkansas, Illinois, Kansas, Missouri and Oklahoma. Mercy also has clinics, outpatient services and outreach ministries in Arkansas, Louisiana, Mississippi and Texas. In fiscal year 2025 alone, Mercy provided more than half a billion dollars of free care and other community benefits, including traditional charity care and unreimbursed Medicaid.
The Mount Sinai Health System is an integrated health care system providing exceptional medical care to our local and global communities.
Encompassing the Icahn School of Medicine at Mount Sinai, the Mount Sinai Phillips School of Nursing, and seven hospital campuses in the New York metropolitan area, as well as a large, regional ambulatory footprint, Mount Sinai is internationally acclaimed for its excellence in research, patient care, and education across a range of specialties.
The Health System is designed to increase efficiencies and economies of scale; improve quality and outcomes; and expand access to advanced primary, specialty, and ambulatory care services throughout a wide clinical network. The Health System includes more than 9,000 physicians, including general practitioners and specialists, and 11 free-standing joint-venture centers. Mount Sinai also features a robust and continually expanding network of multispecialty services, including more than 400 ambulatory practice locations throughout the five boroughs of New York City, Westchester, and Long Island. With an extraordinary array of resources for the provision of compassionate, state-of-the-art care, the Mount Sinai Health System is poised to identify and respond to the health-related needs of the diverse populations we serve.
Northwell Health is the largest health system in New York—and we’ve expanded access to our exceptional care. With Nuvance Health joining our award-winning health system, we now serve 3 million people annually in New York and Connecticut, with 14,500 providers, 28 hospitals and over 1,000 care locations.
Northwestern Medicine is an integrated academic health system committed to delivering world-class patient care, advancing medical innovation, and improving community health. Anchored by Northwestern Memorial Hospital, nationally ranked in multiple specialties, Northwestern Medicine brings together physicians, researchers and care teams across more than 200 sites of care throughout the Chicago area. For more information about Northwestern Medicine, visit NM.org.
Sutter Health is a not-for-profit, community-based healthcare system committed to advancing care for everyone. Our teams work together to provide the best treatment and experience for every patient, in every interaction, every day.
We know inspired people drive better healthcare. Our focus on patients, people and communities has made us one of the best places to work in California, according to Forbes and Newsweek.
UF Health represents the commitment of more than 30,000 faculty and staff to reach higher and farther. Together they translate scientific discoveries into patient care advances that help people get back to living their best possible life.
Founded in 1866, University Hospitals serves the needs of patients through an integrated network of more than 20 hospitals (including 5 joint ventures), more than 50 health centers and outpatient facilities, and over 200 physician offices in 16 counties throughout northern Ohio. The system’s flagship quaternary care, academic medical center, University Hospitals Cleveland Medical Center, is affiliated with Case Western Reserve University School of Medicine, NEOMED, Oxford University, Technion Israel Institute of Technology, and National Taiwan University College of Medicine. The main campus also includes the UH Rainbow Babies & Children’s Hospital, ranked among the top children’s hospitals in the nation; UH MacDonald Women’s Hospital, Ohio’s only hospital for women; and UH Seidman Cancer Center, part of the NCI-designated Case Comprehensive Cancer Center. UH is home to some of the most prestigious clinical and research programs in the nation, with more than 3,400 active clinical trials and research studies underway. UH Cleveland Medical Center is perennially among the highest performers in national and international ranking surveys, including “America’s Best Hospitals” from U.S. News & World Report and UK Brand Finance. UH is also home to 19 Clinical Care Delivery and Research Institutes. UH is one of the largest employers in Northeast Ohio with more than 30,000 employees. Follow UH on LinkedIn, Facebook and Twitter. For more information, visit UHhospitals.org.
As a regional leader in high-quality care, and a mission-driven, physician-led integrated health system, our team is dedicated to delivering exceptional care for all – one patient, one community, one unique health care need at a time. From supporting lifelong wellness to providing nationally recognized, advanced specialty care, to being a deeply committed community partner, we are focused on improving health across Central Pennsylvania and Northern Maryland.
Our more than 23,000 team members “work as one,” collaborating and innovating to provide exceptional care for all at an affordable price – and all close to home, so that our friends and neighbors can get the care they need when and where they need it.
As the region’s largest employer, we’re proud to be recognized as a one of America’s greatest workplaces.
We also understand that health care is more than medical care – which is why we are a deeply committed community partner, reinvesting millions of dollars each year to help foster healthy environments for our friends and neighbors.
By leading with compassion, hiring world-class team members, and continually innovating to bring cutting-edge technology and processes together to benefit our patients, we are dedicated to reimagining health care and transforming the communities we serve.
Aidoc is the technology partner and convener of the Diagnostic AI Consortium, providing the infrastructure that lets health systems evaluate, measure, and govern diagnostic AI on shared ground.
That infrastructure runs on Aidoc’s CARE™, the clinical AI foundation model, and aiOS™, the enterprise AI operating system, which manages deployment, workflow integration, and post-deployment monitoring across member sites. Aidoc will also make investigational use devices available under IRB oversight, including its First Read draft-reporting AI, which recently received FDA Breakthrough Device Designation*, pointing to where the category is headed.
Aidoc’s AI already runs in nearly 2,000 hospitals, analyzing 60 million patients a year. That’s the scale the Consortium is building on.