Patricia M Johnson

15PUBLICATIONS
33CO-AUTHORS
Deep learningBiomedical imagingAdversarial machine learningDiagnostic radiographyMedical bacteriology
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Publications (15)

|Sep 14, 2026
The Challenge of Rendering Abnormalities Accurately Using Deep Learning-Based Reconstruction in Accelerated Brain MRI: A Disproportionate Loss of Clinically Relevant Image Information at Higher Rates of Acceleration.

|Jul 23, 2026
Advancing the Volumetric Analysis of Ultra-Low-Field Brain MRI Using Image-to-Image Translation.

|Dec 05, 2025
Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.

Patricia M Johnson, Lavanya Umapathy, Bradley Gigax

|Oct 18, 2025
Real-world diagnostic performance of knee MRI protocols accelerated using simultaneous multi-slice acquisition and deep learning reconstruction.

Patricia M Johnson, Siddhant Dogra, Malte Westerhoff

|Aug 02, 2025
External evaluation of an open-source deep learning model for prostate cancer detection on bi-parametric MRI.

Patricia M Johnson, Angela Tong, Luke Ginocchio

|Apr 22, 2025
Prostate Cancer Risk Stratification and Scan Tailoring Using Deep Learning on Abbreviated Prostate MRI.

Patricia M Johnson, Tarun Dutt, Luke A Ginocchio

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Frequent Collaborators

3 joint publications

Florian Knoll

2 joint publications

Maria Drangova

2 joint publications

Angela Tong

2 joint publications

Lavanya Umapathy