Accelerated model‐based T1, T2* and proton density mapping using a Bayesian approach with automatic hyperparameter estimation
AMP-PE offers the benefits of model-based recovery with the additional key advantage of automatic hyperparameter estimation. It works adeptly in situations where ground-truth is difficult to obtain and in clinical environments where it is desirable to automatically adapt hyperparameters to individual protocol, scanner and patient.
Authors
- Jason W. Allen (ORCID: https://orcid.org/0000-0002-5274-1105)
- Deqiang Qiu (ORCID: https://orcid.org/0000-0001-8375-1755)
- James J. Lah (ORCID: https://orcid.org/0000-0002-8810-620X)
- Shuai Huang (ORCID: https://orcid.org/0000-0002-2587-8501)
Institutions
- Emory University (US)
- Indiana University Indianapolis (US)
- Indiana University – Purdue University Indianapolis (US)
Publication Details
- Journal
- Magnetic Resonance in Medicine
- Published
- 2024-09-13
- DOI
- https://doi.org/10.1002/mrm.30295
- Citations
- 2
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.81
Funders
- National Institutes of Health