A Fast-Processing Pipeline for Three-dimensional Visualization of Acute Ischemic Stroke lesion topography

Huiling Shao, Lawrence Chan, Fiona Chen, Qilin Ma, Zhiyu Shao, Heng Du

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

Abstract

Ischemic stroke is the most common neurological disease. Previous researches have proven that ischemic lesion topography in specific brain structural regions and vascular territories are critical for outcome prediction and personalized treatment plan making. Compared to traditional two-dimensional visualization, computerized three-dimensional visualization provides more complete and interactive information regarding the ischemic lesion topography. In this paper, we propose a fast-processing pipeline for three-dimensional visualization of ischemic lesion topography. The pipeline is able to achieve in average 80.3% similarity with the traditional pipeline in terms of dice score while greatly shorten the processing time.

Original languageEnglish
Title of host publicationProceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021
EditorsYufei Huang, Lukasz Kurgan, Feng Luo, Xiaohua Tony Hu, Yidong Chen, Edward Dougherty, Andrzej Kloczkowski, Yaohang Li
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3207-3214
Number of pages8
ISBN (Electronic)9781665401265
DOIs
Publication statusPublished - 9 Dec 2021
Event2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021 - Virtual, Online, United States
Duration: 9 Dec 202112 Dec 2021

Publication series

NameProceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021

Conference

Conference2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021
Country/TerritoryUnited States
CityVirtual, Online
Period9/12/2112/12/21

Keywords

  • Acute ischemic stroke
  • Lesion segmentation
  • Neuroimaging
  • Three-dimensional visualization tool
  • Topography

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Biomedical Engineering
  • Health Informatics
  • Information Systems and Management

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