Evaluation of Low-Cost Hardware Alternatives for 3D Freehand Ultrasound Reconstruction in Image-Guided Neurosurgery

被引:4
|
作者
Leger, Etienne [1 ]
Gueziri, Houssem Eddine [2 ]
Collins, D. Louis [2 ]
Popa, Tiberiu [1 ,3 ]
Kersten-Oertel, Marta [1 ,3 ]
机构
[1] Concordia Univ, Gina Cody Sch Engn & Comp Sci, Dept Comp Sci & Software Engn, Montreal, PQ, Canada
[2] McGill Univ, Montreal Neurol Inst & Hosp, McConnell Brain Imaging Ctr, Montreal, PQ, Canada
[3] Concordia Univ, Perform Ctr, Montreal, PQ, Canada
来源
关键词
Low cost; 3D freehand reconstruction; Ultrasound; Neurosurgery;
D O I
10.1007/978-3-030-87583-1_11
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The evolution of consumer-grade hardware components (e.g., trackers, portable ultrasound probes) has opened the door for the development of low cost systems. We evaluated different low-cost tracking alternatives on the accuracy of 3D freehand ultrasound reconstruction in the context of image-guided neurosurgery. Specifically, we compared two low-cost tracking options, an Intel RealSense depth camera setup and the OptiTrack camera to a standard commercial infrared optical tracking system, the Atracsys FusionTrack 500. In addition to the tracking systems, we investigated the impact of ultrasound imaging on 3D reconstruction. We compared two ultrasound systems: a low-cost handheld ultrasound system and a high-resolution ultrasound mobile station. Ten acquisitions were made with each tracker and probe pair. Our results showed no statistically significant difference between the two probes and no difference between high and low-end optical trackers. The findings suggest that low cost hardware may offer a solution in the operating room or environments where commercial hardware systems are not available without compromising on the accuracy and usability of US image-guidance.
引用
收藏
页码:106 / 115
页数:10
相关论文
共 50 条
  • [1] An Evaluation of Low-Cost Hardware on 3D Ultrasound Reconstruction Accuracy
    Leger, Etienne
    Najafi, Niki
    Gueziri, Houssem-Eddine
    Collins, D. Louis
    Kersten-Oertel, Marta
    SIMPLIFYING MEDICAL ULTRASOUND, ASMUS 2024, 2025, 15186 : 68 - 77
  • [2] Low-cost Sensor-enabled Freehand 3D Ultrasound
    Herickhoff, Carl
    Lin, Junhong
    Dahl, Jeremy
    2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2019, : 498 - 501
  • [3] A low-cost PCI-bus-based ultrasound system for use in image-guided neurosurgery
    Richard, WD
    Zar, DM
    LaPresto, EL
    Steiner, CP
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 1999, 23 (05) : 267 - 276
  • [4] A real-time freehand 3D ultrasound system for image-guided surgery
    Welch, JN
    Johnson, JA
    Bax, MR
    Badr, R
    Shahidi, R
    2000 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2, 2000, : 1601 - 1604
  • [5] 3D CBIR with sparse coding for image-guided neurosurgery
    Qian, Yu
    Hui, Rui
    Gao, Xiaohong
    SIGNAL PROCESSING, 2013, 93 (06) : 1673 - 1683
  • [6] 3D Endobronchial Ultrasound Reconstruction and Analysis for Multimodal Image-Guided Bronchoscopy
    Zang, Xiaonan
    Bascom, Rebecca
    Gilbert, Christopher R.
    Toth, Jennifer W.
    Higgins, William E.
    MEDICAL IMAGING 2014: ULTRASONIC IMAGING AND TOMOGRAPHY, 2014, 9040
  • [7] Performance evaluation of a stereoscopic based 3D surface localiser for image-guided neurosurgery
    Paul, P
    Fleig, O
    Tranchant, S
    Jannin, P
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2004, PT 2, PROCEEDINGS, 2004, 3217 : 510 - 517
  • [8] 3D Ultrasound Imaging in Image-Guided Intervention
    Fenster, Aaron
    Bax, Jeff
    Neshat, Hamid
    Cool, Derek
    Kakani, Nirmal
    Romagnoli, Cesare
    2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2014, : 6151 - 6154
  • [9] 3D nonrigid registration and multimodality fusion for image-guided neurosurgery
    Verly, JG
    Vigneron, LM
    Martin, C
    Petitjean, N
    Guran, R
    Robe, PA
    FUSION 2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE OF INFORMATION FUSION, VOLS 1 AND 2, 2003, : 852 - 859
  • [10] Coregistered volumetric true 3D ultrasonography in image-guided neurosurgery
    Ji, Songbai
    Hartov, Alex
    Fontaine, Kathryn
    Borsic, Andrea
    Roberts, David
    Paulsen, Keith
    MEDICAL IMAGING 2008: VISUALIZATION, IMAGE-GUIDED PROCEDURES, AND MODELING, PTS 1 AND 2, 2008, 6918