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Lavanya Umapathy

8PUBLICATIONS

18CO-AUTHORS

Formal methods for softwareAdversarial machine learningDeep learningMedical bacteriologyContext learning

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Publications (8)

Sort by Publication Date:

|Feb 05, 2026

Automated Coregistered Segmentation for Volumetric Analysis of Multiparametric Renal MRI.

Aya Ghoul, Cecilia Liang, Isabelle Loster

|Dec 05, 2025

Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.

Patricia M Johnson, Lavanya Umapathy, Bradley Gigax

|Jun 30, 2025

Leveraging Representation Learning for Bi-parametric Prostate MRI to Disambiguate PI-RADS 3 and Improve Biopsy Decision Strategies.

Lavanya Umapathy, Patricia M Johnson, Tarun Dutt

|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

|Nov 13, 2023

Reducing annotation burden in MR: A novel MR-contrast guided contrastive learning approach for image segmentation.

Lavanya Umapathy, Taylor Brown, Raza Mushtaq

|Apr 19, 2023

Editorial for "Scanner-Independent MyoMapNet for Accelerated Cardiac MRI T1 Mapping Across Vendors and Field Strengths".

Lavanya Umapathy

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Frequent Collaborators

3 joint publications

Ali Bilgin

2 joint publications

B Winegar

2 joint publications

M I Altbach

2 joint publications

Angela Tong

2 joint publications

Patricia M Johnson

1 joint publications

L MacKinnon

1 joint publications

M Hill

1 joint publications

J M Miller

1 joint publications

G G Perez-Carrillo

1 joint publications

M B Keerthivasan

Frequent Collaborators

3 joint publications

Ali Bilgin

2 joint publications

B Winegar

2 joint publications

M I Altbach

2 joint publications

Angela Tong

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