Lavanya Umapathy

9PUBLICATIONS
18CO-AUTHORS
Semi- and unsupervised learningFormal methods for softwareAdversarial machine learningDeep learningMedical bacteriology
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Publications (9)

|Aug 07, 2026
Editorial for "AI-Assisted Prostate Cancer Diagnosis Using Biparametric MRI and PI-RADS v2.1: Performance Comparison Between Novice-Level and Experienced Readers".

|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

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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