JohnMayfieldMDPhD(he/him)

Resident Physician

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University of South FloridaPhD, Medical Engineering / Machine Learning, Tau Beta Pi Honors Society, 2022 - 2024
University of South Florida MorsaniResidency, Radiology-Diagnostic, 2020 - 2023
Johns Hopkins Whiting School of EngineeringM.S., Applied and Computational Mathematics, 2020 - 2022
Prisma Health/University of South Carolina SOM Greenville (Greenville)Residency, Internal Medicine, 2019 - 2020
University of Florida College of MedicineClass of 2019, Medical Doctorate - M.D., Honors in Research
Florida Atlantic UniversityPostbaccalaureate, Biomedical Engineering, Dean's List, 2012 - 2014
University of South AlabamaB.S., Applied Physiology & Kinesiology, 2000 - 2003

Honors in Research University of Florida College of Medicine, 2019
Semi-Finalist University of Florida College of Medicine "Celebration of Research Day", 2017
NIH T-35 Training Grant Scholar University of Florida, 2016

PubMed

Time-Dependent Deep Learning Prediction of Multiple Sclerosis Disability.
John D Mayfield, Ryan Murtagh, John Ciotti, Derrick Robertson, Issam El Naqa
Journal of Imaging Informatics in Medicine. 2024-12-01
Presurgical Upgrade Prediction of DCIS to Invasive Ductal Carcinoma Using Time-dependent Deep Learning Models with DCE MRI.
John D Mayfield, Dana Ataya, Mahmoud Abdalah, Olya Stringfield, Marilyn M Bui
Radiology. Artificial Intelligence. 2024-09-01
1 citations
Pilot Lightweight Denoising Algorithm for Multiple Sclerosis on Spine MRI.
John D Mayfield, Katie Bailey, Andrew A Borkowski, Narayan Viswanadhan
Journal of Digital Imaging. 2023-08-01

Journal Articles

A Concept of Cancer Stem Cells: the Current Understanding and a Look Ahead
John Mayfield, Mirjana Pavlovic, Anestezija, Reanimacija, Transfuzija (Vol. 41 br. 1-2)
Current modalities and the implications of cancer stem cell engineering in oncological treatment
John Mayfield, Mirjana Pavlovic, Anest Reanim Transfuziol, 2014
Cancer Stem Cell Markers: Classification and their Significance in Cancer Stem Cells
Jennifer Tarakmi, Shimon Knutsen, John Mayfield, Small Susaye, Bela Balint, Waseem Ashgar, Mirjana Pavlovic, Anestezija, Reanimacija, Transfuzija, 2015

Books/Book Chapters

Bioengineering
Mirjana Pavlovic, John Mayfield (Illustrator)Springer, New YorkEdition 1,2015
Handbook of Medical and Healthcare Technologies
Chapter: Nanotechnology and Its Application in Medicine
Page 181 - 205Pavlovic, Mirjana, John Mayfield, and Bela BalintSpringer, New YorkEdition 1,2013
Handbook of Medical and Healthcare Technology
Chapter: Medical Technology Breakthroughs in Tissue Engineering
Pavlovic, Mirjana, John Mayfield, and Bela BalintSpringer, New YorkEdition 1,2013
Handbook of Medical and Healthcare Technologies
Chapter: Tissue Engineering Triangle and its Development
Mirjana Pavlovic, Bela Balint, John MayfieldSpringer, New YorkEdition 1,2013
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Abstracts/Posters

Radiotherapy for True Vocal Cord Carcinoma in Situ: the University of Florida Experience
John Mayfield, Catherine Mercado, William Mendenhall, Christopher Morris, Robert Amdur, Kathryn Hitchcock, 48th Annual Radiation Oncology Outcomes Tracking Seminar, Gainesville, FL, 2/24/2018
The effect of lower socioeconomic status insurance on outcomes after primary shoulder arthroplasty.
Waldrop LD, King JJ, Mayfield J, Farmer K, Struk AM, Wright TW, Schoch, BS, Shoulder Institute 34th Annual Course, San Diego, CA, 6/2017

American Physician Scientist Association
University of Florida Chapter President
Court of Master Sommeliers
Advanced Certified Sommelier
Radiological Society of North America
Member
Society of Interventional Radiology
Member