Imaging in the fast lane: Challenges and opportunities for expanding access to MRI

MRI technology has continuously advanced since its inception in the 1980s, yet access to MRI remains restricted due to its high cost and traditionally long acquisition times. This article reviews access-oriented strategies for expanding MRI availability in neuroradiology, focusing on (1) workflow efficiency enabled by accelerated and artificial intelligence-assisted imaging, (2) targeted MRI protocols designed to answer specific clinical questions, and (3) emerging low-field and portable MRI technologies for resource-constrained and point-of-care settings. We provide practical trade-offs, limitations, and use case-driven frameworks to inform real-world implementation. Examples of how these technologies are utilized in neuroradiology are provided along with perspectives on the advantages and disadvantages of each approach. This article portrays current accessibility issues and paves the way toward an improved understanding of the opportunities and future of expanded MRI access.

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Publication Details

Journal
American Journal of Neuroradiology
Published
2026-03-11
DOI
https://doi.org/10.3174/ajnr.a9285
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Imaging in the fast lane: Challenges and opportunities for expanding access to MRI

Jason W. Allen, Robert J. Young, Farzana Ali, Joel Stein et al.
American Journal of Neuroradiology
Advanced MRI Techniques and Applications
article

Imaging in the fast lane: Challenges and opportunities for expanding access to MRI

Jason W. Allen, Robert J. Young, Farzana Ali, Joel Stein, Susie Y. Huang, Sittaya Buathong, John-Paul Jaewoon Yu, Laura B. Eisenmenger
article en

Abstract

MRI technology has continuously advanced since its inception in the 1980s, yet access to MRI remains restricted due to its high cost and traditionally long acquisition times. This article reviews access-oriented strategies for expanding MRI availability in neuroradiology, focusing on (1) workflow efficiency enabled by accelerated and artificial intelligence-assisted imaging, (2) targeted MRI protocols designed to answer specific clinical questions, and (3) emerging low-field and portable MRI technologies for resource-constrained and point-of-care settings. We provide practical trade-offs, limitations, and use case-driven frameworks to inform real-world implementation. Examples of how these technologies are utilized in neuroradiology are provided along with perspectives on the advantages and disadvantages of each approach. This article portrays current accessibility issues and paves the way toward an improved understanding of the opportunities and future of expanded MRI access.

American Journal of Neuroradiology
Harvard University (US), Indiana University – Purdue University Indianapolis (US)
Openalex Percentile: Top 25%
Advanced MRI Techniques and Applications
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