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Image Representation Using 2D Gabor Wavelets

by Tai Sing Lee - IEEE Trans. Pattern Analysis and Machine Intelligence , 1996
"... This paper extends to two dimensions the frame criterion developed by Daubechies for one-dimensional wavelets, and it computes the frame bounds for the particular case of 2D Gabor wavelets. Completeness criteria for 2D Gabor image representations are important because of their increasing role in man ..."
Abstract - Cited by 375 (4 self) - Add to MetaCart
formed an orthonormal basis. Approximating a "tight frame" generates redundancy which allows low-resolution neural responses to represent high-resolution images, as we illustrate by image reconstructions with severely quantized 2D Gabor coefficients. Index Terms---Gabor wavelets, coarse coding

Atlas Renormalization for Improved Brain MR Image Segmentation Across Scanner Platforms

by Xiao Han, Bruce Fischl
"... Abstract—Atlas-based approaches have demonstrated the ability to automatically identify detailed brain structures from 3-D magnetic resonance (MR) brain images. Unfortunately, the accuracy of this type of method often degrades when processing data acquired on a different scanner platform or pulse se ..."
Abstract - Cited by 30 (2 self) - Add to MetaCart
brain segmentation method to changes in scanner platforms and improves its accuracy and robustness, which can thus facilitate multicenter or multisite neuroanatomical imaging studies. Index Terms—Brain atlas, brain imaging, computational neuroanatomy, magnetic resonance imaging (MRI) segmentation. I.

Surface-Based Labeling of Cortical Anatomy Using a Deformable Atlas

by Stephanie S, Richard Leahy
"... Abstract—We describe a computerized method to automatically find and label the cortical surface in three-dimensional (3-D) magnetic resonance (MR) brain images. The approach we take is to model a prelabeled brain atlas as a physical object and give it elastic properties, allowing it to warp itself o ..."
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model points are attracted to the brain surface. A conjugate gradient method minimizes the energy function, allowing the model to automatically converge to the smoothed brain surface. Finally, labels are propagated from the deformed atlas onto the high-resolution brain surface. Index Terms—Brain atlas

Stereotaxic display of brain lesions.

by Chris Rorden , Matthew Brett - Behav. Neurol. , 2000
"... Traditionally lesion location has been reported using standard templates, text based descriptions or representative raw slices from the patient's CT or MRI scan. Each of these methods has drawbacks for the display of neuroanatomical data. One solution is to display MRI scans in the same stereo ..."
Abstract - Cited by 194 (3 self) - Add to MetaCart
stereotaxic space popular with researchers working in functional neuroimaging. Presenting brains in this format is useful as the slices correspond to the standard anatomical atlases used by neuroimagers. In addition, lesion position and volume are directly comparable across patients. This article describes

Optimal spatial filtering of single trial EEG during imagined hand movement

by Herbert Ramoser, Johannes Müller-gerking, Gert Pfurtscheller - IEEE Trans. Rehabil. Eng , 2000
"... Abstract—The development of an electroencephalograph (EEG)-based brain-computer interface (BCI) requires rapid and reliable discrimination of EEG patterns, e.g., associated with imaginary movement. One-sided hand movement imagination results in EEG changes located at contra- and ipsilateral central ..."
Abstract - Cited by 236 (4 self) - Add to MetaCart
it a promising method for an EEG-based brain–computer interface. Index Terms—Assistive communication, electroencephalograph (EEG) classification, event-related desynchronization (ERD), mu rhythm, prosthesis, sensorimotor cortex. I.

Genus zero surface conformal mapping and its application to brain surface mapping

by Xianfeng Gu, Yalin Wang, Tony F. Chan, Paul M. Thompson, Shing-tung Yau - IEEE Transactions on Medical Imaging , 2004
"... Abstract—We developed a general method for global conformal parameterizations based on the structure of the cohomology group of holomorphic one-forms for surfaces with or without boundaries (Gu and Yau, 2002), (Gu and Yau, 2003). For genus zero surfaces, our algorithm can find a unique mapping betwe ..."
Abstract - Cited by 188 (78 self) - Add to MetaCart
stable and has good extensibility. Index Terms—Brain mapping, conformal map, landmark matching, spherical harmonic transformation. I.

A Digital Brain Atlas for Surgical Planning, M ode1- D riven Seg men tat ion, and Teach i n g

by Ron Kikinis, Martha E. Shenton, Dan V. Losifescu, Robert W. Mccarley, Pairash Saiviroonporn, Hiroto H. Hokama, Andre Robatino, David Metcalf, Cynthia G. Wible, Chiara M. Portas, Robert M. Donnino, Ferenc A. Jolesz
"... Abstract-We developed a three-dimensional (3D) digitized atlas of the human brain to visualize spatially complex structures. It was designed for use with magnetic resonance (MR) imaging data sets. Thus far, we have used this atlas for surgical planning, model-driven segmentation, and teaching. We us ..."
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of the brain atlas is associated with a name tag, displayed by a user-controlled pointer. The atlas holds a major promise as a template for model-driven segmentation. Using this technique, many regions of interest can be characterized simultaneously on new brain images. Index Terms- Brain atlas, magnetic

Coil sensitivity encoding for fast MRI. In:

by Klaas P Pruessmann , Markus Weiger , Markus B Scheidegger , Peter Boesiger - Proceedings of the ISMRM 6th Annual Meeting, , 1998
"... New theoretical and practical concepts are presented for considerably enhancing the performance of magnetic resonance imaging (MRI) by means of arrays of multiple receiver coils. Sensitivity encoding (SENSE) is based on the fact that receiver sensitivity generally has an encoding effect complementa ..."
Abstract - Cited by 193 (3 self) - Add to MetaCart
-coil array in brain imaging. With an array of five coils double-oblique heart images were obtained in one-third of conventional scan time. Magn Reson Med 42:952-962, 1999. 1999 Wiley-Liss, Inc. Key words: MRI; sensitivity encoding; SENSE; fast imaging; receiver coil array Among today's many medical

The mental prosthesis: Assessing the speed of a p300-based brain-computer interface

by Emanuel Donchin, Kevin M. Spencer, Ranjith Wijesinghe - IEEE Trans. Rehab. Eng , 2000
"... Abstract—We describe a study designed to assess a brain–computer interface (BCI), originally described by Farwell and Donchin [9] in 1988. The system utilizes the fact that the rare events in the oddball paradigm elicit the P300 component of the event-related potential (ERP). The BCI presents the us ..."
Abstract - Cited by 158 (1 self) - Add to MetaCart
of the system can communicate at the rate of 7.8 characters a minute and achieve 80 % accuracy. The system’s performance in real time was also assessed. Our data indicate that a P300–based BCI is feasible and practical. However, these conclusions are based on tests using healthy individuals. Index Terms

Automated model-based bias field correction in MR images of the brain

by Koen Van Leemput, Frederik Maes, Dirk V, Paul Suetens - IEEE Transactions on Medical Imaging , 1999
"... Abstract — We propose a model-based method for fully automated bias field correction of MR brain images. The MR signal is modeled as a realization of a random process with a parametric probability distribution that is corrupted by a smooth polynomial inhomogeneity or bias field. The method we propos ..."
Abstract - Cited by 108 (10 self) - Add to MetaCart
algorithm on simulated data and we illustrate its performance on various MR images with important field inhomogeneities. We also relate the proposed algorithm to other bias correction algorithms. Index Terms—Bias field, digital brain atlas, MRI, tissue classification. I.
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