Joint Alignment and Reconstruction of Multislice Dynamic MRI Using Variational Manifold Learning. - Qing Zou; Abdul Haseeb Ahmed; Prashant Nagpal; Sarv Priya; Rolf F. Schulte; Mathews Jacob (ISBI, 2022)

Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI. - Qing Zou; Abdul Haseeb Ahmed; Prashant Nagpal; Sarv Priya; Rolf F. Schulte; Mathews Jacob (IEEE Trans. Medical Imaging, 2022)

Deep Generative Model for Joint Cardiac T1 Mapping and Cardiac Cine. - Qing Zou; Sarv Priya; Prashant Nagpal; Mathews Jacob (ISBI, 2023)

Motion Compensated Unsupervised Deep Learning for 5D MRI. - Joseph Kettelkamp; Ludovica Romanin; Davide Piccini; Sarv Priya; Mathews Jacob (MICCAI (10), 2023)

Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors. - Mikayla Biggs; Yaohua Wang; Neetu Soni; Sarv Priya; Girish Bathla; Guadalupe Canahuate (SSDBM, 2023)

Motion-compensated cardiac MRI using low-rank diffeomorphic flow (DMoCo). - Joseph Kettelkamp; Ludovica Romanin; Sarv Priya; Mathews Jacob (CoRR, 2025)