Self-encoded marker for optical prospective head motion correction in MRI

被引:47
|
作者
Forman, Christoph [1 ,2 ,3 ]
Aksoy, Murat [2 ]
Hornegger, Joachim [1 ,3 ]
Bammer, Roland [2 ]
机构
[1] Univ Erlangen Nurnberg, Pattern Recognit Lab, Dept Comp Sci, D-91058 Erlangen, Germany
[2] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[3] Grad Sch Adv Opt Technol SAOT, Erlangen, Germany
基金
美国国家卫生研究院;
关键词
Motion estimation; Prospective motion compensation; Optical motion tracking; Real-time; Neuro-MRI; TRACKING;
D O I
10.1016/j.media.2011.05.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The tracking and compensation of patient motion during a magnetic resonance imaging (MRI) acquisition is an unsolved problem. For brain MRI, a promising approach recently suggested is to track the patient using an in-bore camera and a checkerboard marker attached to the patient's forehead. However, the possible tracking range of the head pose is limited by the fact that the locally attached marker must be entirely visible inside the camera's narrow field of view (FOV). To overcome this shortcoming, we developed a novel self-encoded marker where each feature on the pattern is augmented with a 2-D barcode. Hence, the marker can be tracked even if it is not completely visible in the camera image. Furthermore, it offers considerable advantages over the checkerboard marker in terms of processing speed, since it makes the correspondence search of feature points and marker-model coordinates, which are required for the pose estimation, redundant. The motion correction with the novel self-encoded marker recovered a rotation of 18 around the principal axis of the cylindrical phantom in-between two scans. After rigid registration of the resulting volumes, we measured a maximal error of 0.39 mm and 0.15 degrees in translation and rotation, respectively. In in vivo experiments, the motion compensated images in scans with large motion during data acquisition indicate a correlation of 0.982 compared to a corresponding motion-free reference. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:708 / 719
页数:12
相关论文
共 50 条
  • [31] Prospective Real-Time Correction for Arbitrary Head Motion Using Active Markers
    Ooi, Melvyn B.
    Krueger, Sascha
    Thomas, William J.
    Swaminathan, Srirama V.
    Brown, Truman R.
    MAGNETIC RESONANCE IN MEDICINE, 2009, 62 (04) : 943 - 954
  • [32] Hybrid prospective and retrospective head motion correction to mitigate cross-calibration errors
    Aksoy, Murat
    Forman, Christoph
    Straka, Matus
    Cukur, Tolga
    Hornegger, Joachim
    Bammer, Roland
    MAGNETIC RESONANCE IN MEDICINE, 2012, 67 (05) : 1237 - 1251
  • [33] Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI
    Sciarra, Alessandro
    Mattern, Hendrik
    Yakupov, Renat
    Chatterjee, Soumick
    Stucht, Daniel
    Oeltze-Jafra, Steffen
    Godenschweger, Frank
    Speck, Oliver
    MAGNETIC RESONANCE IN MEDICINE, 2022, 87 (02) : 646 - 657
  • [34] Control of a wireless sensor using the pulse sequence for prospective motion correction in brain MRI
    van Niekerk, Adam
    Berglund, Johan
    Sprenger, Tim
    Norbeck, Ola
    Avventi, Enrico
    Ryden, Henric
    Skare, Stefan
    MAGNETIC RESONANCE IN MEDICINE, 2022, 87 (02) : 1046 - 1061
  • [35] Marker-free optical stereo motion tracking for in-bore MRI and PET-MRI application
    Kyme, Andre Z.
    Aksoy, Murat
    Henry, David L.
    Bammer, Roland
    Maclaren, Julian
    MEDICAL PHYSICS, 2020, 47 (08) : 3321 - 3331
  • [36] Optical tracking with two markers for robust prospective motion correction for brain imaging
    Aditya Singh
    Benjamin Zahneisen
    Brian Keating
    Michael Herbst
    Linda Chang
    Maxim Zaitsev
    Thomas Ernst
    Magnetic Resonance Materials in Physics, Biology and Medicine, 2015, 28 : 523 - 534
  • [37] Optical tracking with two markers for robust prospective motion correction for brain imaging
    Singh, Aditya
    Zahneisen, Benjamin
    Keating, Brian
    Herbst, Michael
    Chang, Linda
    Zaitsev, Maxim
    Ernst, Thomas
    MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE, 2015, 28 (06) : 523 - 534
  • [38] Diffusion MRI head motion correction methods are highly accurate but impacted by denoising and sampling scheme
    Cieslak, Matthew
    Cook, Philip A.
    Shafiei, Golia
    Tapera, Tinashe M.
    Radhakrishnan, Hamsanandini
    Elliott, Mark
    Roalf, David R.
    Oathes, Desmond J.
    Bassett, Dani S.
    Tisdall, M. Dylan
    Rokem, Ariel
    Grafton, Scott T.
    Satterthwaite, Theodore D.
    HUMAN BRAIN MAPPING, 2024, 45 (02)
  • [39] A Real-Time Patient Head Motion Correction Mechanism for MRI-Linac Systems
    Ogunmolu, O.
    Wiersma, R.
    MEDICAL PHYSICS, 2020, 47 (06) : E328 - E328
  • [40] Prospective head motion compensation for MRI by updating the gradients and radio frequency during data acquisition
    Dold, C
    Zaitsev, M
    Speck, O
    Firle, EA
    Hennig, J
    Sakas, G
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2005, PT 1, 2005, 3749 : 482 - 489