Joep Wezel1, Anders Garpebring2, Andrew G. Webb1, Matthias J. van Osch1, and Jan-Willem M. Beenakker3
1Radiology, Leiden University Medical Center, Leiden, Netherlands, 2Radiation Sciences, Umeå University, Umeå, Sweden, 3Ophthalmology, Leiden University Medical Center, Leiden, Netherlands
Synopsis
Eye-blinks result in significant artifacts in
ocular MRI scans, often masking important clinical pathologies, such as small ocular
tumors. The aim of this study is to detect and correct for these eye-blinks. We
use a fluorine-based field probe to detect these eye-blinks via changes in the
local magnetic field. The field probe measurements are linked to the MR-scanner which
subsequently automatically reacquires the motion-corrupted part of k-space.
This method effectively corrects for the main origin of image artifacts in
ocular MRI, and thereby significantly improves the image quality in a clinical
setting.Introduction
In recent years MRI has become more important
as an imaging modality for ophthalmology
1,2, especially because it has a higher
penetration depth compared to conventional optical approaches. Eye-motion,
however, limits its clinical potential, as the resulting artifacts hinder
clinical evaluation. Dedicated scanning protocols, such as cued-blinking
protocols
1,3,4, are able to reduce but not eliminate these motion
artifacts. Experience in clinical practice shows that patients are not always
able to fully comply with cued-blinking instructions resulting in incidental blinks
during data-acquisition. In this context, we describe the use of field probes (FP)
to detect eye blinks. When one or more accidental blinks are detected, imaging
data can be corrected (Figure 1) by two methods, a prospective correction by closed-loop
k-space reacquisition, and retrospective data correction using Projection Onto
Convex Sets (POCS).
Methods
Experimental setup: The study was approved by the local
institutional review board and six healthy volunteers were included after
giving informed consent. All experiments were performed on a 7T whole body
system (Philips Healthcare, The Netherlands), equipped with a dual channel
transmit head coil (Nova Medical, USA) and an in-house build receive eye coil. The
eye blink signal was measured with one field probe (Skope Magnetic Resonance
Technologies, Switzerland) placed close to the contralateral eye: the frequency
shift produced by blinking was enhanced by the application of a small amount of
mascara which contains ferromagnetic iron oxide pigment.
Blink detection and correction was implemented using a FP system which was
synchronized to the MR-acquisition. The FP measured the local magnetic field
which we hypothesize would change as the eye-lid moves during an eye-blink. The
FP data was compared to a pre-determined frequency shift threshold to detect
the blinks. If a blink was detected during MR-acquisition, the scanner was
instructed to rescan the last block of k-space lines (prospective correction). Retrospective
correction was performed by removing the detected corrupted k-lines and
performing POCS on the remaining data.
Study protocol: A cued blinking protocol was implemented by
means of visual instructions to the volunteer. Two scans were made per volunteer, in the
first, the volunteer was asked to deliberately blink twice during acquisition resulting
in imaging artifacts. In the second scan, the volunteer was asked to adhere to
the cued blinking instructions.
MR acquisition parameters: A Turbo Spin Echo scan (TSE factor 8),
normally used in imaging ocular tumors, was used to demonstrate the principle
of blink detection and correction. The imaging field-of-view was 44.5 mm x 89
mm, covering the eye and optical nerve in 4 sagittal slices of 1 mm thickness,
with an in-plane resolution of 0.35 mm x 0.35 mm2. The scan duration
was 45 sec.
Results
An example FP measurement of an eye blink is
shown in Figure 2. The mascara increased the FP blink frequency shift by factors
of between 5 and 15. The detected blinks showed an average frequency shift of
127 Hz, range [39 Hz to 228 Hz]. For the six volunteers studied the FP setup
successfully detected all the blinks which occurred during the MR signal readout,
which subsequently triggered the scanner to reacquire the corrupted data.
Figure 3 shows the uncorrected and resulting retrospective and prospective corrected
images for 3 subjects together with a scan without blinks for reference.
Discussion
Eye
blinks during ocular imaging can successfully be detected by a simple field
probe. The probe can be integrated into the eye coil, which has the advantage
in terms of patient comfort that no contact between the probe and the patient
is necessary.
The
quality of high-resolution eye images acquired at 7T improves after correction
for FP-detected eye blinks, both with prospective and retrospective approaches.
The improvement is greater for the triggered reacquisition method, which has
the added advantage that the images can be directly reconstructed on the
scanner using the standard reconstruction algorithms of the scanner.
Comparisons of the sensitivity of this approach with alternative methods, such
as detection using ECG electrodes, remains to be performed, but this very
simple method can be easily extended to other MR readouts and sequences such as
EPI or localized spectroscopy.
Acknowledgements
No acknowledgement found.References
[1] J.W.M. Beenakker et. al "High-resolution MRI of uveal melanoma using a
microcoil phased array at 7 T". NMR Biomed. 2013.
[2] A. Graessl et. al "Ophthalmic magnetic resonance imaging at 7 T using a
6-channel transceiver radiofrequency coil array in healthy subjects and
patients with intraocular masses". Invest. Radiol. 2015.
[3] B.A. Berkowitz et. al "Measuring the human retinal response to a hyperoxic challenge using
MRI: Eliminating blinking artifacts and demonstrating proof of concept". MRM 2001.
[4] J.W.M. Beenakker et. al "Automated retinal topographic maps measured with magnetic
resonance imaging". Invest. Ophthalmol. Vis. Sci. 2015