Florence Doo

Florence Doo is an Assistant Professor at the University of Maryland, Baltimore - School of Medicine, specializing in Diagnostic Radiology and Nuclear Medicine. She serves as Director of Innovation at the University of Maryland Medical Intelligent Imaging (UM2ii) Center and Faculty at the University of Maryland-Institute for Health Computing (UM-IHC).

• 2006-2010: Neuroscience, Wellesley College
• 2010-2012: Graduate Medical Sciences, Boston University
• 2013-2017: Medicine, Oakland University William Beaumont School of Medicine
• 2017-2018: Internal Medicine Residency, Yale-Waterbury Hospital
• 2018-2022: Radiology Residency, Mt. Sinai West
• 2022-2023: Body Imaging & Informatics Fellowships, Stanford University & ACR

Dr. Doo's research focuses on the intersection of medical imaging, climate health, and responsible AI implementation. Her work addresses healthcare sustainability, medical AI safety, and health equity in technology development. She leads the medical imaging AI research program at UM-IHC and has pioneered approaches to AI-environmental cost analysis.

Recent publications highlight her expertise in large language models for medical applications, with particular focus on balancing accuracy and sustainability. Her work spans pediatric-adult AI adaptation, health equity in AI, and radiology eco-labels. Additional research includes gender-affirming surgery imaging and diversity in radiology training programs.

Scientific Recognition:

• Recipient of RSNA Roentgen Resident/Fellow Research Award
• Alpha Omega Alpha (AOA) Honor Society Inductee
• American Board of Radiology Volunteer Service Award
• Semi-finalist for AuntMinnie.com's Most Influential Radiology Researcher (2024)

Dr. Doo has secured multiple grants including the Association of Academic Radiologists CERRAF Fellowship, UMMC Innovation Challenge for clinical data chatbots, Mid-Atlantic Center for Cardiometabolic Health Equity grant, and University of Maryland ICTR K12 Career Development award. She serves in leadership roles with RSNA, ACR, SABI, and AAR societies.