FIBER TRACTOGROPHY AND TRACT SEGMENTATION IN MULTIPLE SCLEROSIS LESIONS

被引:0
作者
Shiee, Navid [1 ]
Bazin, Pierre-Louis [1 ]
Calabresi, Peter A. [1 ]
Reich, Daniel S. [1 ]
Pham, Dzung L. [1 ]
机构
[1] Johns Hopkins Univ, Baltimore, MD 21218 USA
来源
2011 8TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING: FROM NANO TO MACRO | 2011年
关键词
Diffusion weighted imaging; Diffusion tensor imaging; Fiber tracking; WM bundle segmentation; Multiple Sclerosis; WM lesions; DIFFUSION; TRACKING; MRI;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Diffusion tensor imaging provides rich information about human brain connectivity in vivo, yet most current methods for fiber tractography or tract segmentation do not address white matter pathologies such as multiple sclerosis lesions, which can alter the diffusion tensor characteristics. We study here the effects of MS lesions on estimated diffusion tensors and how they affect the processing of fibers and tracts. An efficient correction algorithm is proposed to compensate for lesion areas in two different approaches to fiber tracking and tract segmentation. Application of the algorithm to real data acquired from MS patients demonstrates improved fiber tracking through lesion regions.
引用
收藏
页码:1488 / 1491
页数:4
相关论文
共 50 条
  • [41] Knomledge guided information fusion for segmentation of multiple sclerosis lesions in MRI images
    Zhu, CZ
    Jiang, TZ
    [J]. MEDICAL IMAGING 2003: IMAGE PROCESSING, PTS 1-3, 2003, 5032 : 1476 - 1481
  • [42] Diffusion tensor imaging of the corticospinal tract and walking performance in multiple sclerosis
    Hubbard, Elizabeth A.
    Wetter, Nathan C.
    Sutton, Bradley P.
    Pilutti, Lara A.
    Motl, Robert W.
    [J]. JOURNAL OF THE NEUROLOGICAL SCIENCES, 2016, 363 : 225 - 231
  • [43] The forgotten tract of vision in multiple sclerosis: vertical occipital fasciculus, its fiber properties, and visuospatial memory
    Abdolalizadeh, AmirHussein
    Mohammadi, Soheil
    Aarabi, Mohammad Hadi
    [J]. BRAIN STRUCTURE & FUNCTION, 2022, 227 (04) : 1479 - 1490
  • [44] Quantitative diffusion tensor deterministic and probabilistic fiber tractography in relapsing-remitting multiple sclerosis
    Hu, Bing
    Ye, Binbin
    Yang, Yang
    Zhu, Kangshun
    Kang, Zhuang
    Kuang, Sichi
    Luo, Lin
    Shan, Hong
    [J]. EUROPEAN JOURNAL OF RADIOLOGY, 2011, 79 (01) : 101 - 107
  • [45] Long-term dynamics of multiple sclerosis iron rim lesions
    Weber, Claudia E.
    Wittayer, Matthias
    Kraemer, Matthias
    Dabringhaus, Andreas
    Bail, Kathrin
    Platten, Michael
    Schirmer, Lucas
    Gass, Achim
    Eisele, Philipp
    [J]. MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2022, 57
  • [46] Modelling the distribution of cortical lesions in multiple sclerosis
    Sormani, MariaPia
    Stromillo, Maria L.
    Battaglini, Marco
    Signori, Alessio
    De Stefano, Nicola
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2012, 18 (02) : 229 - 231
  • [47] Tumour-like lesions in multiple sclerosis
    Jamroz-Wisniewska, Anna
    Janczarek, Marzena
    Belniak, Ewa
    Stelmasiak, Zbigniew
    Bartosik-Psujek, Halina
    [J]. NEUROLOGIA I NEUROCHIRURGIA POLSKA, 2008, 42 (02) : 161 - 167
  • [48] Cortical lesions and cognitive impairment in multiple sclerosis
    Rinaldi, F.
    Calabrese, M.
    Grossi, P.
    Puthenparampil, M.
    Perini, P.
    Gallo, P.
    [J]. NEUROLOGICAL SCIENCES, 2010, 31 : 235 - 237
  • [49] Imaging in multiple sclerosis: A new spin on lesions
    Fakhredin, Rayan Bou
    Saade, Charbel
    Kerek, Racha
    El-Jamal, Lara
    Khoury, Samia J.
    El-Merhi, Fadi
    [J]. JOURNAL OF MEDICAL IMAGING AND RADIATION ONCOLOGY, 2016, 60 (05) : 577 - 586
  • [50] The relevance of cortical lesions in patients with multiple sclerosis
    Geisseler, Olivia
    Pflugshaupt, Tobias
    Bezzola, Ladina
    Reuter, Katja
    Weller, David
    Schuknecht, Bernhard
    Brugger, Peter
    Linnebank, Michael
    [J]. BMC NEUROLOGY, 2016, 16