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Robust Water Fat Separated Dual-Echo MRI by Phase-Sensitive Reconstruction
Linköping University, Department of Biomedical Engineering, Medical Informatics. Linköping University, Center for Medical Image Science and Visualization (CMIV). Linköping University, Faculty of Science & Engineering.
Linköping University, Department of Medical and Health Sciences, Division of Radiological Sciences. Linköping University, Center for Medical Image Science and Visualization (CMIV). Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Diagnostics, Department of Radiology in Linköping.ORCID iD: 0000-0002-4111-1693
Linköping University, Department of Medical and Health Sciences, Division of Radiological Sciences. Linköping University, Center for Medical Image Science and Visualization (CMIV). Linköping University, Faculty of Medicine and Health Sciences. Region Östergötland, Center for Surgery, Orthopaedics and Cancer Treatment, Department of Radiation Physics.
Linköping University, Center for Medical Image Science and Visualization (CMIV). Linköping University, Department of Biomedical Engineering, Medical Informatics. Linköping University, The Institute of Technology.ORCID iD: 0000-0002-9267-2191
2016 (English)In: Magnetic Resonance in Medicine, ISSN 0740-3194, E-ISSN 1522-2594Article in journal (Refereed) Accepted
Abstract [en]

Purpose: To develop and evaluate a robust water-fat separation method for T1-weighted symmetric two-point Dixon data.

Methods: A method for water-fat separation by phase unwrapping of the opposite-phase images by phase-sensitive reconstruction (PSR) is introduced. PSR consists of three steps; 1, identification of clusters of tissue voxels; 2, unwrapping of the phase in each cluster by solving Poisson’s equation; 3, find the correct sign of each unwrapped opposite-phase cluster, so that the water-fat images are assigned the correct identities. The robustness was evaluated by counting the number of water-fat swap artifacts in a total of 733 image volumes. The method was also compared to commercial software.

Results: In the water-fat separated image volumes, the PSR method failed to unwrap the phase of one cluster and misclassified 10. One swap was observed in areas affected by motion and was constricted to the affected area. Twenty swaps were observed surrounding susceptibility artifacts, none of which spread outside the artifact affected regions. The PSR method had fewer swaps when compared to commercial software.

Conclusion: The PSR method can robustly produce water-fat separated whole-body images based on symmetric two-echo spoiled gradient echo images, under both ideal conditions and in the presence of common artifacts.

Place, publisher, year, edition, pages
2016.
Keyword [en]
Dixon Imaging; Phase correction; Segmentation; Water-fat separation; Whole-body imaging
National Category
Medical Image Processing Radiology, Nuclear Medicine and Medical Imaging
Identifiers
URN: urn:nbn:se:liu:diva-131134OAI: oai:DiVA.org:liu-131134DiVA: diva2:968128
Available from: 2016-09-12 Created: 2016-09-12 Last updated: 2016-09-13

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Romu, ThobiasDahlström, NilsDahlqvist Leinhard, OlofBorga, Magnus
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Medical InformaticsCenter for Medical Image Science and Visualization (CMIV)Faculty of Science & EngineeringDivision of Radiological SciencesFaculty of Medicine and Health SciencesDepartment of Radiology in LinköpingDepartment of Radiation PhysicsThe Institute of Technology
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Magnetic Resonance in Medicine
Medical Image ProcessingRadiology, Nuclear Medicine and Medical Imaging

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