News & Updates
- Received Presidential Fellowship 2026 at The Ohio State University.
- Awarded SCMR Travel Grant award to attend SCMR 29th Annual Scientific Sessions in Rio de Janerio, Brazil.
- Awarded the Ray Travel Award 2025–26 from The Ohio State University.
- Received the Career Development Grant from The Ohio State University.
- Co-authored the manuscript "A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI", published in the Journal of Cardiovascular Magnetic Resonance (JCMR), 2025.
- Selected for oral presentation at the 29th SCMR Annual Scientific Sessions, Rio de Janeiro, Brazil for our abstract submission "Motion-robust whole-heart 5D MRI using Expectation-Maximization-Guided Binning Correction and Outlier Rejection (EMORe)"
- Completed summer internship in Summer 2025 at Canon Medical Research USA (CMRU) as an MR Feature Development Research Scientist.
- Co-authored the manuscript "Multi-dynamic deep image prior for cardiac MRI", published in the Magnetic Resonance Medicine, Volume 94, Issue 6, 22 July 2025.
Interests & Skills
Research Interests
Skills
- Programming:
- Libraries:
Research Projects
Motion-robust 5D MRI Reconstruction
Integrated expectation-maximization (EM) framework, an unsupervised technique, in 5D MRI reconstruction to correct motion binning errors and reject outliers.
Motion-robust 4D Flow Image Reconstruction
Developed a novel optimization technique integrated with outlier rejection for motion-robust reconstruction of 4D flow cardiovascular magnetic resonance images.
Motion-robust 3D cine Image Reconstruction
Proposed a novel optimization technique integrated with outlier rejection for motion-robust reconstruction of 3D cine cardiovascular magnetic resonance images.
In-magnet Exercise Cardiovascular MRI
Assessing and validating new CMR protocols and reconstruction frameworks to facilitate assessment of cardiac function during exercise stress using planar, volumetric and flow imaging.
Low-Field 4D flow Cardiac Magnetic Resonance Imaging
Developed new CMR protocols and reconstruction frameworks to facilitate volumetric flow imaging at a low-field scanner.
iSight: Smart Glasses & Cane for Visually Impaired
Developed a wearable prototype integrating computer vision-based smart glasses and sensor fusion-based smart cane, providing real-time audio guidance to visually impaired individuals for object identification, obstacle avoidance, and navigation.
Publications & Patents
Journal Articles
- Journal of Cardiovascular Magnetic Resonance
- Magn Reson Med. 2025; 94(6): 2668-2679
- Journal of Cardiovascular Magnetic Resonance. 27(1): 101894
- Magn Reson Med. 92(3): 1248-1262
Preprints
- Under revision, submitted to IEEE Transactions on Medical Imaging (TMI)
Abstracts
- Upcoming SCMR'26, Rio de Janeiro, Brazil
- ISMRM'25, Honolulu, Hawaii
- ISMRM'25, Honolulu, Hawaii
- ISMRM'25, Honolulu, Hawaii
- ISMRM'25, Honolulu, Hawaii
- SCMR'25, Washington, DC
- SCMR'25, Washington, DC
- SCMR'24, London, UK
- ISMRM'23, Toronto, Canada
- ISMRM'23, Toronto, Canada
Patents
- App# 19/249,490
- App# PCT/US2024/029098, Publication# WO/2024/238469
Talks & Presentations
- Motion-robust whole-heart 5D MRI using Expectation-Maximization-Guided Binning Correction and Outlier Rejection (EMORe)2026Upcoming SCMR'26, Rio de Janeiro, Brazil
- 2025 Hayes Advanced Research Forum, The Ohio State University, Columbus, OH | 2nd Place Winner
- EMORe: Motion-robust XD-CMR reconstruction using Expectation-Maximization (EM) algorithm.2025SCMR'25: Motion Compensation Session, Washington, DC
- Kraus Memorial Poster Competition ’24, The Ohio State University, Columbus, OH. | 2nd Place Winner
- Motion robust 3D cine imaging using Compressive Recovery with Outlier Rejection (CORe).2024SCMR ’24: Dealing with Motion Session, London, UK
- Kraus Memorial Poster Competition’23, The Ohio State University, Columbus, OH
- ISMRM’23: Advanced Flow & Angiography, Toronto, Canada