Literature DB >> 28924572

Stereovision-based integrated system for point cloud reconstruction and simulated brain shift validation.

Xiaochen Yang1, Logan W Clements2, Ma Luo2, Saramati Narasimhan2, Reid C Thompson3, Benoit M Dawant1,2,4, Michael I Miga2,3,4.   

Abstract

Intraoperative soft tissue deformation, referred to as brain shift, compromises the application of current image-guided surgery navigation systems in neurosurgery. A computational model driven by sparse data has been proposed as a cost-effective method to compensate for cortical surface and volumetric displacements. We present a mock environment developed to acquire stereoimages from a tracked operating microscope and to reconstruct three-dimensional point clouds from these images. A reconstruction error of 1 mm is estimated by using a phantom with a known geometry and independently measured deformation extent. The microscope is tracked via an attached tracking rigid body that facilitates the recording of the position of the microscope via a commercial optical tracking system as it moves during the procedure. Point clouds, reconstructed under different microscope positions, are registered into the same space to compute the feature displacements. Using our mock craniotomy device, realistic cortical deformations are generated. When comparing our tracked microscope stereo-pair measure of mock vessel displacements to that of the measurement determined by the independent optically tracked stylus marking, the displacement error was [Formula: see text] on average. These results demonstrate the practicality of using tracked stereoscopic microscope as an alternative to laser range scanners to collect sufficient intraoperative information for brain shift correction.

Entities:  

Keywords:  accuracy; brain shift; intraoperative imaging; reconstruction; stereopsis; stereoscopic microscope; tracking

Year:  2017        PMID: 28924572      PMCID: PMC5594359          DOI: 10.1117/1.JMI.4.3.035002

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  10 in total

Review 1.  The process and development of image-guided procedures.

Authors:  R L Galloway
Journal:  Annu Rev Biomed Eng       Date:  2001       Impact factor: 9.590

2.  Modeling of retraction and resection for intraoperative updating of images.

Authors:  M I Miga; D W Roberts; F E Kennedy; L A Platenik; A Hartov; K E Lunn; K D Paulsen
Journal:  Neurosurgery       Date:  2001-07       Impact factor: 4.654

3.  Cortical surface registration for image-guided neurosurgery using laser-range scanning.

Authors:  Michael I Miga; Tuhin K Sinha; David M Cash; Robert L Galloway; Robert J Weil
Journal:  IEEE Trans Med Imaging       Date:  2003-08       Impact factor: 10.048

4.  Incorporation of a laser range scanner into image-guided liver surgery: surface acquisition, registration, and tracking.

Authors:  David M Cash; Tuhin K Sinha; William C Chapman; Hiromi Terawaki; Benoit M Dawant; Robert L Galloway; Michael I Miga
Journal:  Med Phys       Date:  2003-07       Impact factor: 4.071

Review 5.  Intra-operative 3D ultrasound in neurosurgery.

Authors:  G Unsgaard; O M Rygh; T Selbekk; T B Müller; F Kolstad; F Lindseth; T A Nagelhus Hernes
Journal:  Acta Neurochir (Wien)       Date:  2005-12-19       Impact factor: 2.216

6.  Serial intraoperative magnetic resonance imaging of brain shift.

Authors:  A Nabavi; P M Black; D T Gering; C F Westin; V Mehta; R S Pergolizzi; M Ferrant; S K Warfield; N Hata; R B Schwartz; W M Wells; R Kikinis; F A Jolesz
Journal:  Neurosurgery       Date:  2001-04       Impact factor: 4.654

7.  Stereo processing by semiglobal matching and mutual information.

Authors:  Heiko Hirschmüller
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2008-02       Impact factor: 6.226

8.  Persistent and automatic intraoperative 3D digitization of surfaces under dynamic magnifications of an operating microscope.

Authors:  Ankur N Kumar; Michael I Miga; Thomas S Pheiffer; Lola B Chambless; Reid C Thompson; Benoit M Dawant
Journal:  Med Image Anal       Date:  2014-08-07       Impact factor: 8.545

9.  Quantification of, visualization of, and compensation for brain shift using intraoperative magnetic resonance imaging.

Authors:  C Nimsky; O Ganslandt; S Cerny; P Hastreiter; G Greiner; R Fahlbusch
Journal:  Neurosurgery       Date:  2000-11       Impact factor: 4.654

10.  Mobile computerized tomography scanning in the neurosurgery intensive care unit: increase in patient safety and reduction of staff workload.

Authors:  T Gunnarsson; A Theodorsson; P Karlsson; S Fridriksson; S Boström; J Persliden; I Johansson; J Hillman
Journal:  J Neurosurg       Date:  2000-09       Impact factor: 5.115

  10 in total

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