Brian Hargreaves

Joined

February 2019

Names

Brian Hargreaves

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Stanford University (stanford.edu)

2017 – 2023

Assistant Professor

Radiology, Stanford University (stanford.edu)

2005 – 2011

Advisors, Relations & Conflicts

PhD Advisor

Dwight Nishimura

1995 – 2001

Expertise

Medical Imaging g

2005 – 2023

Publications

Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
Onat Dalmaz, Arjun D Desai, Reinhard Heckel, Tolga Cukur, Akshay S Chaudhari, Brian Hargreaves
- ICML 2025 poster
- Readers: Everyone
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
Arjun D Desai, Beliz Gunel, Batu Ozturkler, Harris Beg, Shreyas Vasanawala, Brian Hargreaves, Christopher Re, John M. Pauly, Akshay Chaudhari
- Published: 28 Feb 2022, Last Modified: 15 Feb 2026
- MIDL 2022
- Readers: Everyone
VORTEX: Physics-Driven Data Augmentations for Consistency Training for Robust Accelerated MRI Reconstruction
Arjun D Desai, Beliz Gunel, Batu Ozturkler, Harris Beg, Shreyas Vasanawala, Brian Hargreaves, Christopher Re, John M. Pauly, Akshay Chaudhari
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
SKM-TEA: A Dataset for Accelerated MRI Reconstruction with Dense Image Labels for Quantitative Clinical Evaluation
Arjun D Desai, Andrew M Schmidt, Elka B Rubin, Christopher Michael Sandino, Marianne Susan Black, Valentina Mazzoli, Kathryn J Stevens, Robert Boutin, Christopher Re, Garry E Gold, Brian Hargreaves, Akshay Chaudhari
- Published: 11 Oct 2021, Last Modified: 12 Oct 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 2)
- Readers: Everyone

Co-Authors