William Consagra

Assistant Professor, University of South Carolina

Joined

November 2025

Names

William Consagra (Preferred)

Emails

****@mailbox.sc.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Assistant Professor

University of South Carolina (sc.edu)

2024 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Yogesh Rathi

2022 – 2024

PhD Advisor

xing qiu

2017 – 2022

PhD Advisor

zhengwu zhang

2017 – 2022

Expertise

Functional Data Analysis

2017 – Present

Inverse Problems

2017 – Present

Computational Statistics

2017 – Present

Publications

Rapid whole brain motion-robust mesoscale in-vivo MR imaging using multi-scale implicit neural representation
Jun Lyu, Lipeng Ning, William Consagra, Qiang Liu, Richard J. Rushmore, Berkin Bilgic, Yogesh Rathi
- Medical Image Anal. 2026
- Readers: Everyone
A deep learning approach to multi-fiber parameter estimation and uncertainty quantification in diffusion MRI
William Consagra, Lipeng Ning, Yogesh Rathi
- Medical Image Anal. 2025
- Readers: Everyone
NeuroPMD: Neural Fields for Density Estimation on Product Manifolds
William Consagra, Zhiling Gu, Zhengwu Zhang
- CoRR 2025
- Readers: Everyone
Introducing QuantConn: Overcoming Challenging Diffusion Acquisitions with Harmonization
Nancy Newlin, Kurt Schilling, Serge Koudoro, Bramsh Qamar Chandio, Praitayini Kanakaraj, Daniel Moyer, Claire E. Kelly, Sila Genc, Joseph Yuan-Mou Yang, Ye Wu, Nagesh Adluru, Vishwesh Nath, Sudhir K. Pathak, Walter Schneider, Anurag Gade, William Consagra, Yogesh Rathi, Tom Hendriks, Anna Vilanova, Maxime Chamberland et al. (11 additional authors not shown)
- CDMRI@MICCAI 2024
- Readers: Everyone
Neural orientation distribution fields for estimation and uncertainty quantification in diffusion MRI
William Consagra, Lipeng Ning, Yogesh Rathi
- Medical Image Anal. 2024
- Readers: Everyone
Estimating Neural Orientation Distribution Fields on High Resolution Diffusion MRI Scans
Mohammed Munzer Dwedari, William Consagra, Philip Müller, Özgün Turgut, Daniel Rueckert, Yogesh Rathi
- MICCAI (7) 2024
- Readers: Everyone
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems
William Consagra, Arun Venkataraman, Xing Qiu
- J. Comput. Graph. Stat. 2024
- Readers: Everyone
A Deep Learning Framework for Estimating Multi-Fiber PICASO Model Parameters of Tissue Microstructure Using Diffusion MRI
Tengfei Xue, Hazhar Sufi Karimi, William Consagra, Fan Zhang, Weidong Cai, Lauren J. O'Donnell, Lipeng Ning, Yogesh Rathi
- ISBI 2023
- Readers: Everyone
Optimized Diffusion Imaging for Brain Structural Connectome Analysis
William Consagra, Arun Venkataraman, Zhengwu Zhang
- IEEE Trans. Medical Imaging 2022
- Readers: Everyone
Analyzing Brain Structural Connectivity as Continuous Random Functions
William Consagra, Martin Cole, Zhengwu Zhang
- MICCAI (8) 2022
- Readers: Everyone

Co-Authors

View all 49 co-authors