Real-time, multi-spectral motion artefact correction and compensation for laser speckle contrast imaging

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作者
Wido Heeman
Hanno Maassen
Klaas Dijkstra
Joost Calon
Harry van Goor
Henri Leuvenink
Gooitzen. M. van Dam
E. Christiaan Boerma
机构
[1] University of Groningen,Faculty Campus Fryslân
[2] University Medical Centre Groningen,Department of Surgery
[3] LIMIS Development BV,Department of Pathology and Medical Biology
[4] University Medical Centre Groningen,Centre of Expertise in Computer Vision and Data Science
[5] NHL Stenden University of Applied Sciences,undefined
[6] ZiuZ Visual Intelligence,undefined
[7] Department of Intensive Care,undefined
[8] Medical Centre Leeuwarden,undefined
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摘要
Laser speckle contrast imaging (LSCI) is so sensitive to motion that it can measure the movement of red blood cells. However, this extreme sensitivity to motion is also its pitfall as the clinical translation of LSCI is slowed down due to the inability to deal with motion artefacts. In this paper we study the effectiveness of a real-time, multi-spectral motion artefact correction and compensation by subduing an in vitro flow phantom and ex vivo porcine kidney to computer-controlled motion artefacts. On the in vitro flow phantom, the optical flow showed a good correlation with the total movement. This model results in a better signal-to-noise ratios for multiple imaging distances and the overestimation of perfusion was reduced. In the ex vivo kidney model, the perfusion overestimation was also reduced and we were still able to distinguish between ischemia and non-ischemia in the stabilized data whereas this was not possible in the non-stabilized data. This leads to a notably better perfusion estimation that could open the door to a multitude of new clinical applications for LSCI.
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