Exploring scenarios for implementing fast quantitative MRI

This paper demonstrates challenges, solutions, and opportunities for successfully implementing fast qMRI in the clinic, and five lessons for adoption in the clinic: 1) importance of balancing perfectionism with confidence when it comes to clinicians' expectations, 2) good use of Artificial Intelligence, 3) considering a learning curve associated with implementation, 4) regarding competing technologies, and 5) including patients' experiences. Future research should investigate salient issues regarding future of AI in radiology and for moving imaging practices out of the clinic.

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Publication Details

Journal
European Journal of Radiology Open
Published
2025-05-08
DOI
https://doi.org/10.1016/j.ejro.2025.100658
Citations
1
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
1.36

Funders

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article

Exploring scenarios for implementing fast quantitative MRI

Alessandro Sbrizzi, Susan van Hees, Jordi P. D. Kleinloog, Andreas Keyser et al.
1 citations
European Journal of Radiology Open
Advanced MRI Techniques and Applications
1.36
article

Exploring scenarios for implementing fast quantitative MRI

Alessandro Sbrizzi, Susan van Hees, Jordi P. D. Kleinloog, Andreas Keyser, Wouter Boon, Martin Bastiaan Schilder
article en
1 citations

Abstract

This paper demonstrates challenges, solutions, and opportunities for successfully implementing fast qMRI in the clinic, and five lessons for adoption in the clinic: 1) importance of balancing perfectionism with confidence when it comes to clinicians' expectations, 2) good use of Artificial Intelligence, 3) considering a learning curve associated with implementation, 4) regarding competing technologies, and 5) including patients' experiences. Future research should investigate salient issues regarding future of AI in radiology and for moving imaging practices out of the clinic.

European Journal of Radiology OpenVol. 14
University Medical Center Utrecht (NL), Institute for Sustainable Development (SI)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Openalex Percentile: Top 21%
Advanced MRI Techniques and Applications
1.36
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Exploring scenarios for implementing fast quantitative MRI — Alessandro Sbrizzi, Susan van Hees, et al. · European Journal of Radiology Open (2025) | TGRS Research Map | TGRS