John Mayfield

7PUBLICATIONS
11CO-AUTHORS
Medical biotechnology diagnostics (incl. biosensors)Deep learningRadiation therapyMedical devices
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Publications (7)

|Jul 09, 2025
Unlocking Robust Segmentation: Decoding Domain Randomization for Radiologists.

John D Mayfield

|May 28, 2025
Establishing a Chain of Evidence for AI in Radiology: Sham AI and Randomized Controlled Trials.

John D Mayfield, Javier Romero

|Dec 02, 2024
Improved Osteoporosis Prediction in Breast Cancer Patients Using a Novel Semi-Foundational Model.

John Mayfield, Katherine Quesada Tibbetts, Aziz Rehman

|Jun 20, 2024
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

|Jun 13, 2024
Time-Dependent Deep Learning Prediction of Multiple Sclerosis Disability.

John D Mayfield, Ryan Murtagh, John Ciotti

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