Lavanya Umapathy (L Umapathy)

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Convolutional Neural Network

Positron Emission Tomography

Top Venues

AJNR. American journal of neuroradiology

Journal of magnetic resonance imaging : JMRI

Medical physics

This page only lists publications with an associated author ORCID identifier.

Publications

Lavanya Umapathy
Editorial for "Scanner-Independent MyoMapNet for Accelerated Cardiac MRI T1 Mapping Across Vendors and Field Strengths". Journal of magnetic resonance imaging : JMRI (2023)
Lavanya Umapathy, Taylor Brown, Raza Mushtaq, Mark Greenhill, J'rick Lu, Diego Martin, Maria Altbach, Ali Bilgin
Reducing annotation burden in MR: A novel MR-contrast guided contrastive learning approach for image segmentation. Medical physics (2023)
Lavanya Umapathy, G G Perez-Carrillo, Mahesh Bharath Keerthivasan, J A Rosado-Toro, Maria I Altbach, B A Winegar, Craig C Weinkauf, Ali Bilgin, null null
A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images. AJNR. American journal of neuroradiology 42 (4) (2021)
Lavanya Umapathy, B A Winegar, L MacKinnon, M Hill, Maria I Altbach, J M Miller, Ali Bilgin
Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning. AJNR. American journal of neuroradiology 41 (6) (2020)