• DocumentCode
    156394
  • Title

    Phase contrast MRI for discriminating brain microbleed in a multicentre clinical study

  • Author

    Kaaouana, Takoua ; de Rochefort, Ludovic ; Samaille, Thomas ; Thierry, Nathalie ; Dufouil, Carole ; Delmaire, Christine ; Dormont, Didier ; Chupin, Marie

  • Author_Institution
    ICM, UPMC Univ. Paris 06, Paris, France
  • fYear
    2014
  • fDate
    17-19 March 2014
  • Firstpage
    265
  • Lastpage
    270
  • Abstract
    Brain microbleeds (BMBs) have emerged as a new imaging marker of small vessel diseases and they may play a crucial role in degenerative pathology such as Alzheimer´s disease. Composed of hemosiderin, BMBs can be efficiently detected with MRI sequences sensitive to magnetic susceptibility (e.g. gradient recalled echo T2*W images). Nevertheless, that identification remains challenging because of confounding structures and lesions. Most T2*W hyposignals result from local magnetic field inhomogeneity and can be identified either as BMBs, veins or brain micro-calcifications (BMCs). Differential diagnosis of BMBs and BMCs usually requires an additional CT scan. Quantitative susceptibility mapping techniques were proposed to discriminate between diamagnetic and paramagnetic structures, but they require a full 3D dataset and complex post-processing. Here, we introduce a fast 2D phase processing technique including unwrapping and harmonic filtering. We demonstrate its applicability and robustness on multicenter data acquired in standardized clinical setting to discriminate between paramagnetic BMBs and diamagnetic BMCs.
  • Keywords
    biomagnetism; biomedical MRI; blood; blood vessels; brain; diamagnetism; diseases; filtering theory; image sequences; magnetic susceptibility; medical image processing; paramagnetism; 2D phase processing technique; Alzheimer disease; MRI sequences; T2*W hyposignals; brain microcalcifications; complex post-processing; computerised tomography scan; confounding structures; degenerative pathology; diamagnetic structures; differential diagnosis; discriminating brain microbleed; full 3D dataset; gradient recalled echo T2*W images; harmonic filtering; hemosiderin; imaging marker; lesions; local magnetic field inhomogeneity; magnetic susceptibility; multicenter data acquisition; multicentre clinical study; paramagnetic structures; phase contrast MRI; quantitative susceptibility mapping techniques; small vessel diseases; standardized clinical setting; unwrapping filtering; Filtering; Harmonic analysis; Magnetic resonance imaging; Magnetic susceptibility; Power harmonic filters; Three-dimensional displays; calcification; dipolar pattern; harmonic filter; microbleeds; phase processing; susceptibility;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Signal and Image Processing (ATSIP), 2014 1st International Conference on
  • Conference_Location
    Sousse
  • Type

    conf

  • DOI
    10.1109/ATSIP.2014.6834619
  • Filename
    6834619