Towards robot-assisted magnetic particle imaging for mobile point-of-care (neuro)vascular applications

M Matthias N. van Oosterom A Aran van Welzen L Leon J. Slof A Adriaan C. G. M. van Es A Andrew G. Webb S Stewart Bartlett A Aidan Cousins N Nyika D. Kruyt (Department of Neurology, Leiden University Medical Center, and University Neurovascular Center Leiden–the Hague — both in Leiden, the Netherlands) J Jos H. G. M. Haverkamp F Fijs W. B. van Leeuwen

Abstract

Abstract Rapid diagnosis, timely treatment, and continuous monitoring are essential for improving outcomes in neurovascular diseases (time=brain). Such point-of-care applications, however, require imaging to be conducted in dynamic and often confined spaces. While magnetic particle imaging (MPI) shows preclinical promise for fast (neuro)vascular imaging, it relies on complex and restricted imaging gantries. Here, we present a unique gantry-free robot-assisted MPI strategy (Robotic MPI) that is ‘portable’. Using permanent magnets, Hall sensors and correction coils, we developed a single-sided detector with a detection threshold of ~ 5 µg iron-containing contrast agent at the detector surface. Robot-assisted positioning and pose tracking, combined with a dedicated maximum likelihood expectation-maximization-based reconstruction algorithm, translates detector signals into tomographic images with a spatial resolvability of 7 mm (visually evaluated at an imaging depth of ~ 5 mm). Surface imaging (SI) provided anatomical reference, delivering hybrid MPI/SI scans. Robotic-MPI’s ability to visualize 3D (neuro)vasculature in a phantom model, highlights the system’s potential for next-generation, portable vascular imaging solutions.

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 06, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (10)

M

Matthias N. van Oosterom

A

Aran van Welzen

L

Leon J. Slof

A

Adriaan C. G. M. van Es

A

Andrew G. Webb

S

Stewart Bartlett

A

Aidan Cousins

N

Nyika D. Kruyt

Department of Neurology, Leiden University Medical Center, and University Neurovascular Center Leiden–the Hague — both in Leiden, the Netherlands

J

Jos H. G. M. Haverkamp

F

Fijs W. B. van Leeuwen