Executives share vision for role of AI and machine learning in improving health disparities

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Top of Mind Exchange virtual roundtable convenes senior leaders in health care data science and artificial intelligence

The Center for Connected Medicine hosted a private, virtual roundtable discussion for senior leaders in health care to raise needs, share progress, and partake in candid conversation on the ability of AI and machine learning to improve health disparities.

The virtual roundtable, “Top of Mind Exchange: AI/ML and Structural Bias in Health Care,” was held November 17, 2020. Robert M. Califf, MD, Head of Clinical Policy and Strategy for Verily and Google Health, delivered opening remarks and facilitated this important and timely conversation.

Participants in Top of Mind Exchange: AI

  • Derek Angus, MD, Chief Healthcare Innovation Officer, UPMC
  • Robert M. Califf, MD, Head of Clinical Policy and Strategy, Verily and Google Health
  • Leo Anthony Celi, MD, Director, MIT Critical Data, Laboratory for Computational Physiology, Massachusetts Institute of Technology
  • Judy Wawira Gichoya, MD, Assistant Professor, Department of Radiology, Emory University School of Medicine
  • Erich S. Huang, MD, PhD, Director, Duke Forge
  • Yubin Kim, PhD, Technology Director, UPMC Enterprises
  • Pamela Peele, PhD, Chief Analytics Officer, UPMC Health Plan and UPMC Enterprises
  • Eliseo J. Pérez-Stable, MD, Director of the National Institute on Minority Health and Health Disparities, National Institutes of Health
  • Neil Powe, MD, Professor and Vice Chair, Department of Medicine, University of California San Francisco
  • Hojjat Salmasian, MD, PhD, Medical Director of Data Science and Analytics, Brigham and Women’s Hospital, Instructor of Medicine, Harvard Medical School
  • Suchi Saria, PhD, John C. Malone Professor of Computer Science, Bloomberg School of Public Health, Johns Hopkins University

Summary of discussion will be published later this year

Top of Mind Exchange: AI falls within the CCM’s annual Top of Mind program. This year, the full program includes a virtual roundtable series, a research report, a webinar, and a virtual summit — all of which explore the impact of the pandemic on health system innovation priorities and in particular three essential technologies: telehealth, revenue cycle management, and AI.

The mission of the CCM is to connect and inspire leaders and innovators who want to advance health care and serve as a resource for information on the future of digital health. In keeping with this mission, Top of Mind Exchange: AI focused on structural bias in health care, methods for recognizing and combatting algorithmic bias, and imperatives for health system leaders responsible for data-backed decisions in 2021.

The CCM will publish an eBook summarizing the discussion and key takeaways. The eBook will be available for download from this page later this year.

Learn more about the CCM’s Top of Mind program

This year’s Top of Mind program focuses on telehealth, artificial intelligence and revenue cycle management in the era of COVID-19 through a research report, webinar, and virtual summit.

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