Advances in Computer Vision, Graphics, Image Processing and Pattern Recognition Techniques for MR Brain Cortical Segmentation and Reconstruction: A Review Toward functional MRI (fMRI)
In: Advanced Algorithmic Approaches to Medical Image Segmentation ISBN: 9781447110439; (2002)
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Zugriff:
The importance of 2-D and 3-D brain segmentation has increased tremendously due to the recent growth in functional MRI (fMRI), perfusion-weighted imaging, diffusion-weighted imaging, volume graphics, 3-D segmentation, neurosurgical planning, navigation and MR brain scanning techniques. Besides that, recent growth in supervised and non-supervised brain segmentation techniques in 2-D (see Suri [322], Zavaljevski et al. [323], Barra et al. [324]) and 3-D (see Salle et al. [325], Kiebel et al. [326], Zeng et al. [327], Xu et al. [606], Fischl et al. [328], Linden et al. [329], Stokking [330], Smith [331], Hurdal [332] and ter Haar et al. [333]) have brought the engineering community, in areas such as computer vision, graphics, image processing (CVGIP) and pattern recognition, closer to the medical community, such as neuro-surgeons, psychiatrists, psychologists, physiologists, oncologists, radiologists and internists. This chapter is an attempt to review state-of-the-art cortical segmentation techniques in 2-D and 3-D using magnetic resonance imaging (MRI), and their applications. New challenges in this area are also discussed.
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Advances in Computer Vision, Graphics, Image Processing and Pattern Recognition Techniques for MR Brain Cortical Segmentation and Reconstruction: A Review Toward functional MRI (fMRI)
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Autor/in / Beteiligte Person: | Zeng, Xiaolan ; Reden, Laura ; Suri, Jasjit S. ; Singh, Sameer |
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Quelle: | Advanced Algorithmic Approaches to Medical Image Segmentation ISBN: 9781447110439; (2002) |
Veröffentlichung: | Springer London, 2002 |
Medientyp: | unknown |
ISBN: | 978-1-4471-1043-9 (print) |
DOI: | 10.1007/978-0-85729-333-6_4 |
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