Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion
Augmented reality (AR) has proven to be a useful, exciting technology in several areas of healthcare. AR may especially enhance the operator's experience in minimally invasive surgical applications by providing more intuitive and naturally immersive visualisation in those procedures which heavi...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Wiley
2018-10-01
|
Series: | Healthcare Technology Letters |
Subjects: | |
Online Access: | https://digital-library.theiet.org/content/journals/10.1049/htl.2018.5061 |
id |
doaj-cefbcd32a28a4b8bb6762dd737906625 |
---|---|
record_format |
Article |
spelling |
doaj-cefbcd32a28a4b8bb6762dd7379066252021-04-02T15:32:50ZengWileyHealthcare Technology Letters2053-37132018-10-0110.1049/htl.2018.5061HTL.2018.5061Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusionHoussam El-Hariri0Prashant Pandey1Antony J. Hodgson2Rafeef Garbi3University of British ColumbiaUniversity of British ColumbiaUniversity of British ColumbiaUniversity of British ColumbiaAugmented reality (AR) has proven to be a useful, exciting technology in several areas of healthcare. AR may especially enhance the operator's experience in minimally invasive surgical applications by providing more intuitive and naturally immersive visualisation in those procedures which heavily rely on three-dimensional (3D) imaging data. Benefits include improved operator ergonomics, reduced fatigue, and simplified hand–eye coordination. Head-mounted AR displays may hold great potential for enhancing surgical navigation given their compactness and intuitiveness of use. In this work, the authors propose a method that can intra-operatively locate bone structures using tracked ultrasound (US), registers to the corresponding pre-operative computed tomography (CT) data and generates 3D AR visualisation of the operated surgical scene through a head-mounted display. The proposed method deploys optically-tracked US, bone surface segmentation from the US and CT image volumes, and multimodal volume registration to align pre-operative to the corresponding intra-operative data. The enhanced surgical scene is then visualised in an AR framework using a HoloLens. They demonstrate the method's utility using a foam pelvis phantom and quantitatively assess accuracy by comparing the locations of fiducial markers in the real and virtual spaces, yielding root mean square errors of 3.22, 22.46, and 28.30 mm in the x, y, and z directions, respectively.https://digital-library.theiet.org/content/journals/10.1049/htl.2018.5061computerised tomographymedical image processingsurgeryphantomsdata visualisationimage segmentationorthopaedicsaugmented realityboneimage registrationbiomedical ultrasonicsimage fusionhelmet mounted displaystracked ultrasoundoperated surgical scenebone surface segmentationmultimodal volume registrationcorresponding intra-operative dataenhanced surgical sceneaugmented reality visualisationorthopaedic surgical guidanceminimally invasive surgical applicationsintuitive visualisationnaturally immersive visualisationthree-dimensional imaging dataoperator ergonomicsreduced fatiguehead-mounted AR displayssurgical navigationbone structurespreoperative computed tomography dataintraoperative multimodal image data fusionhealthcaresimplified hand-eye coordination3D AR visualisationoptically-tracked USCT image volumesHoloLensfoam pelvis phantomfiducial marker locationsroot mean square errors |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Houssam El-Hariri Prashant Pandey Antony J. Hodgson Rafeef Garbi |
spellingShingle |
Houssam El-Hariri Prashant Pandey Antony J. Hodgson Rafeef Garbi Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion Healthcare Technology Letters computerised tomography medical image processing surgery phantoms data visualisation image segmentation orthopaedics augmented reality bone image registration biomedical ultrasonics image fusion helmet mounted displays tracked ultrasound operated surgical scene bone surface segmentation multimodal volume registration corresponding intra-operative data enhanced surgical scene augmented reality visualisation orthopaedic surgical guidance minimally invasive surgical applications intuitive visualisation naturally immersive visualisation three-dimensional imaging data operator ergonomics reduced fatigue head-mounted AR displays surgical navigation bone structures preoperative computed tomography data intraoperative multimodal image data fusion healthcare simplified hand-eye coordination 3D AR visualisation optically-tracked US CT image volumes HoloLens foam pelvis phantom fiducial marker locations root mean square errors |
author_facet |
Houssam El-Hariri Prashant Pandey Antony J. Hodgson Rafeef Garbi |
author_sort |
Houssam El-Hariri |
title |
Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
title_short |
Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
title_full |
Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
title_fullStr |
Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
title_full_unstemmed |
Augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
title_sort |
augmented reality visualisation for orthopaedic surgical guidance with pre- and intra-operative multimodal image data fusion |
publisher |
Wiley |
series |
Healthcare Technology Letters |
issn |
2053-3713 |
publishDate |
2018-10-01 |
description |
Augmented reality (AR) has proven to be a useful, exciting technology in several areas of healthcare. AR may especially enhance the operator's experience in minimally invasive surgical applications by providing more intuitive and naturally immersive visualisation in those procedures which heavily rely on three-dimensional (3D) imaging data. Benefits include improved operator ergonomics, reduced fatigue, and simplified hand–eye coordination. Head-mounted AR displays may hold great potential for enhancing surgical navigation given their compactness and intuitiveness of use. In this work, the authors propose a method that can intra-operatively locate bone structures using tracked ultrasound (US), registers to the corresponding pre-operative computed tomography (CT) data and generates 3D AR visualisation of the operated surgical scene through a head-mounted display. The proposed method deploys optically-tracked US, bone surface segmentation from the US and CT image volumes, and multimodal volume registration to align pre-operative to the corresponding intra-operative data. The enhanced surgical scene is then visualised in an AR framework using a HoloLens. They demonstrate the method's utility using a foam pelvis phantom and quantitatively assess accuracy by comparing the locations of fiducial markers in the real and virtual spaces, yielding root mean square errors of 3.22, 22.46, and 28.30 mm in the x, y, and z directions, respectively. |
topic |
computerised tomography medical image processing surgery phantoms data visualisation image segmentation orthopaedics augmented reality bone image registration biomedical ultrasonics image fusion helmet mounted displays tracked ultrasound operated surgical scene bone surface segmentation multimodal volume registration corresponding intra-operative data enhanced surgical scene augmented reality visualisation orthopaedic surgical guidance minimally invasive surgical applications intuitive visualisation naturally immersive visualisation three-dimensional imaging data operator ergonomics reduced fatigue head-mounted AR displays surgical navigation bone structures preoperative computed tomography data intraoperative multimodal image data fusion healthcare simplified hand-eye coordination 3D AR visualisation optically-tracked US CT image volumes HoloLens foam pelvis phantom fiducial marker locations root mean square errors |
url |
https://digital-library.theiet.org/content/journals/10.1049/htl.2018.5061 |
work_keys_str_mv |
AT houssamelhariri augmentedrealityvisualisationfororthopaedicsurgicalguidancewithpreandintraoperativemultimodalimagedatafusion AT prashantpandey augmentedrealityvisualisationfororthopaedicsurgicalguidancewithpreandintraoperativemultimodalimagedatafusion AT antonyjhodgson augmentedrealityvisualisationfororthopaedicsurgicalguidancewithpreandintraoperativemultimodalimagedatafusion AT rafeefgarbi augmentedrealityvisualisationfororthopaedicsurgicalguidancewithpreandintraoperativemultimodalimagedatafusion |
_version_ |
1721559824218456064 |