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Dr. McGinty did her medical training in Ireland at the University of Galway and then came to the USA for residency at the University of Pittsburgh where she was Chief Resident. Her fellowship was in Women's Imaging at the Massachusetts General Hospital. In 2000, she completed an MBA at Columbia University. She is an internationally recognized expert in imaging economics.  In May 2018 she was elected as the Chair of the ACR's Board of Chancellors, the first woman to hold this office. In 2014 she joined the faculty at Weill Cornell Medicine in New York City and in 2021 she was appointed as Senior Associate Dean for Clinical Affairs. Since 2017 she has taught in the combined Weill Cornell Medicine and Cornell SC Johnson School of Business EMBAMS in Healthcare Leadership. She is a member of the board of 4D Medical (4DX) as well of her alma mater. From 2014-2021 she served as a Non-Executive Director of IDA Ireland, the national foreign direct investment agency.

Her published work has focused on payment models for imaging, most recently a bundled payment for breast cancer screening. Recently she has focused on the impact of Artificial Intelligence on Medical Imaging and has spoken at the Turing Institute and to the WHO Focus Group on AI in Healthcare on this topic. In 2015 she was voted Radiology’s Most Effective Educator by the readers of Aunt Minnie, a radiology news site with more than 140,000 members. She holds inclusion as a foundational value and has been recognized for her work in advancing the careers of women including with the Jessica M and Natan Bibliowicz Award for Excellence in Mentoring Women Faculty. In 2019 she endowed a scholarship at her alma mater to support a female physician in pursuing an MBA.