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Semi-automatic motion compensation of contrast-enhanced ultrasound images from abdominal organs for perfusion analysis
S. Schäfer, K. Nylund, F. Sævik, T. Engjom, M. Mézl, R. Jiřík, G. Dimcevski, OH. Gilja, K. Tönnies,
Language English Country United States
Document type Journal Article, Research Support, Non-U.S. Gov't
NLK
ProQuest Central
from 2003-01-01 to 2023-12-31
Medline Complete (EBSCOhost)
from 2012-09-01 to 2015-07-31
Nursing & Allied Health Database (ProQuest)
from 2003-01-01 to 2023-12-31
Health & Medicine (ProQuest)
from 2003-01-01 to 2023-12-31
- MeSH
- Abdomen ultrasonography MeSH
- Crohn Disease ultrasonography MeSH
- Cystic Fibrosis ultrasonography MeSH
- Databases, Factual * MeSH
- Image Interpretation, Computer-Assisted methods MeSH
- Contrast Media administration & dosage MeSH
- Humans MeSH
- Motion MeSH
- Check Tag
- Humans MeSH
- Male MeSH
- Female MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
This paper presents a system for correcting motion influences in time-dependent 2D contrast-enhanced ultrasound (CEUS) images to assess tissue perfusion characteristics. The system consists of a semi-automatic frame selection method to find images with out-of-plane motion as well as a method for automatic motion compensation. Translational and non-rigid motion compensation is applied by introducing a temporal continuity assumption. A study consisting of 40 clinical datasets was conducted to compare the perfusion with simulated perfusion using pharmacokinetic modeling. Overall, the proposed approach decreased the mean average difference between the measured perfusion and the pharmacokinetic model estimation. It was non-inferior for three out of four patient cohorts to a manual approach and reduced the analysis time by 41% compared to manual processing.
Department of Biomedical Engineering Brno University of Technology Czech Republic
Department of Clinical Medicine University of Bergen Norway
National Centre for Ultrasound in Gastroenterology Haukeland University Hospital Bergen Norway
Section of Gastroenterology Department of Medicine Haukeland University Hospital Bergen Norway
References provided by Crossref.org
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