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Deformable Multi-material 2-Simplex Surface Mesh for Intraoperative MRI-Ready Surgery Planning and Simulation, with Deep-Brain Stimulation Applications

  • T. Rashid
  • , S. Sultana
  • , G. S. Fischer
  • , J. Pilitsis
  • , M. A. Audette

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Printed and/or digital atlases are important tools for medical research and surgical intervention. While these atlases can provide guidance in identifying anatomical structures, they do not take into account the wide variations in the shape and size of anatomical structures that can occur from patient to patient. Accurate, patient-specific representations are especially important for surgical interventions like deep brain stimulation, where even small inaccuracies can result in dangerous complications. This research effort extends the discrete deformable 2-simplex mesh into the multi-material domain where geometry-based internal forces and image-based external forces are used in the deformation process. Multi-material 2-simplex meshes having shared boundaries are initialized from multi-material triangular surface meshes. A multi-material deformable framework is presented and used to segment anatomical structures of the deep brain region such as the subthalamic nucleus.

Original languageEnglish (US)
Title of host publicationImaging for Patient-Customized Simulations and Systems for Point-of-Care Ultrasound - International Workshops, BIVPCS 2017 and POCUS 2017 Held in Conjunction with MICCAI 2017, Proceedings
EditorsM. Jorge Cardoso, Tal Arbel
PublisherSpringer-Verlag
Pages94-102
Number of pages9
ISBN (Print)9783319675510
DOIs
StatePublished - 2017
Externally publishedYes
EventInternational Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 - Quebec City, Canada
Duration: Sep 14 2017Sep 14 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10549 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, BIVPCS 2017 and International Workshop on Point-of-Care Ultrasound: Algorithms, Hardware, and Applications, POCUS 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017
Country/TerritoryCanada
CityQuebec City
Period9/14/179/14/17

Keywords

  • 2-Simplex mesh
  • Basal ganglia
  • Multi-material
  • Segmentation

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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