Evaluating repeatability and reproducibility of in-vivo imaging using a portable Halbach-based 47mT scanner

Research Article " Evaluating repeatability and reproducibility of in-vivo imaging using a portable Halbach-based 47mT scanner" Lena et al, currently in revision by Magnetic Resonance in Medicine. For further information contact the authors. Corresponding author: Beatrice Lena E-mail: [email protected] Purpose: Low-field (LF) MRI scanners are emerging as a portable, cost-effective point-of-care solution. Their minimal infrastructure enables deployment in hospitals, remote areas, and mobile units. However, these advantages introduce unique challenges, as environmental variability may impact scanner stability. This underscores the need to evaluate the robustness of LF MRI systems. Methods: We evaluated the repeatability and reproducibility of signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and post-segmentation tissue volume in white matter (WM), grey matter (GM) and cerebrospinal fluid (CSF) in five healthy volunteers across five scan sessions. These included three sessions performed on different days in our standard scanning location, one in the intensive care unit, and one in a van, using our in-house 47 mT Halbach-based MRI scanner. Each session included a proton-density weighted scan (PDw), a T2 weighted scan (T2w), and a short inversion recovery T1 weighted scan (IR-T1w). Results: PDw scans yielded the highest SNR but the lowest WM-GM CNR, whereas T2w and IR-T1w scans showed lower SNR but higher GM-WM CNR. Intra-subject repeatability and reproducibility were strong, with only minor variations in specific metrics, such as a slight increase in noise level in PDw scan in the van. WM, GM, and CSF volumes were consistent across modalities, locations, and aligned with prior reports. Conclusion: The performance of the LF system is repeatable across time points and reproducible in different locations. Although larger clinical studies are needed, our findings establish a benchmark and emphasize the need for a rigorous evaluation of portable LF MRI.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-27
DOI
https://doi.org/10.5281/zenodo.20413031
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evaluating repeatability and reproducibility of in-vivo imaging using a portable Halbach-based 47mT scanner

Beatrice Lena, Ruben van den Broek, Andrew Webb, Chloe Najac et al.
Zenodo (CERN European Organization for Nuclear Research)
Advanced MRI Techniques and Applications
article

Evaluating repeatability and reproducibility of in-vivo imaging using a portable Halbach-based 47mT scanner

Beatrice Lena, Ruben van den Broek, Andrew Webb, Chloe Najac, Thomas O'Reilly
article en

Abstract

Research Article " Evaluating repeatability and reproducibility of in-vivo imaging using a portable Halbach-based 47mT scanner" Lena et al, currently in revision by Magnetic Resonance in Medicine. For further information contact the authors. Corresponding author: Beatrice Lena E-mail: [email protected] Purpose: Low-field (LF) MRI scanners are emerging as a portable, cost-effective point-of-care solution. Their minimal infrastructure enables deployment in hospitals, remote areas, and mobile units. However, these advantages introduce unique challenges, as environmental variability may impact scanner stability. This underscores the need to evaluate the robustness of LF MRI systems. Methods: We evaluated the repeatability and reproducibility of signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR), and post-segmentation tissue volume in white matter (WM), grey matter (GM) and cerebrospinal fluid (CSF) in five healthy volunteers across five scan sessions. These included three sessions performed on different days in our standard scanning location, one in the intensive care unit, and one in a van, using our in-house 47 mT Halbach-based MRI scanner. Each session included a proton-density weighted scan (PDw), a T2 weighted scan (T2w), and a short inversion recovery T1 weighted scan (IR-T1w). Results: PDw scans yielded the highest SNR but the lowest WM-GM CNR, whereas T2w and IR-T1w scans showed lower SNR but higher GM-WM CNR. Intra-subject repeatability and reproducibility were strong, with only minor variations in specific metrics, such as a slight increase in noise level in PDw scan in the van. WM, GM, and CSF volumes were consistent across modalities, locations, and aligned with prior reports. Conclusion: The performance of the LF system is repeatable across time points and reproducible in different locations. Although larger clinical studies are needed, our findings establish a benchmark and emphasize the need for a rigorous evaluation of portable LF MRI.

Zenodo (CERN European Organization for Nuclear Research)
Leiden University Medical Center (NL), Open University of the Netherlands (NL)
Industry, innovation and infrastructure
Openalex Percentile: Top 7%
Advanced MRI Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.