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DTI-based fiber tractography: why not?
Brain Structure and FunctionDiffusion tensor imaging (DTI) has been fundamental in enabling the noninvasive exploration of the brain white matter architecture. However, the use of DTI for tractography remains challenging due to the known limitations of the tensor model in capturing complex fiber configurations.
Dogu Baran, Aydogan +4 more
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Data-driven fiber tractography with neural networks
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018Elaborate expert modeling has been the predominant approach to fiber tractography. It attempts to invert the measurement process of diffusion-weighted MRI to reconstruct fibers. We present a purely data-driven neural network regression model for fiber tractography.
Viktor Wegmayr +3 more
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Diffusion tensor fiber tractography of the olfactory tract
Magnetic Resonance Imaging, 2011Magnetic resonance diffusion tensor imaging with fiber tracking is used for 3-dimensional visualization of the nervous system. Peripheral nerves and all cranial nerves, except for the olfactory tract, have previously been visualized. The olfactory tracts are difficult to depict with diffusion-weighted imaging due to the high sensitivity to ...
Mikael, Skorpil +4 more
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DTI fiber tractography of human brain
Applied and Computational Engineering, 2023DTI fiber tractography is a powerful tool for investigating the human brain's structural connectivity. It enables us to explore the complex network of fiber pathways that connect different regions of the brain and play a crucial role in its function. In this work, I used DWI(Diffusion-Weighted Imaging) data processing software (such as DiffusionToolkit,
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Fiber stippling: An illustrative rendering for probabilistic diffusion tractography
2011 IEEE Symposium on Biological Data Visualization (BioVis)., 2011One of the most promising avenues for compiling anatomical brain connectivity data arises from diffusion magnetic resonance imaging (dMRI). dMRI provides a rather novel family of medical imaging techniques with broad application in clinical as well as basic neu-roscience as it offers an estimate of the brain's fiber structure completely non-invasively ...
Mathias Goldau +6 more
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Diffusion Tensor Imaging and Fiber Tractography
2009Diffusion Tensor Imaging (DTI) is a magnetic resonance imaging (MRI) modality which can significantly improve our understanding of the brain structures and neural connectivity. DTI measures are thought to be representative of brain tissue microstructure and are particularly useful for examining organized brain regions, such as white matter tract areas.
Evanthia E. Tripoliti +2 more
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Diffusion tensor imaging and fiber tractography in brain malformations
Pediatric Radiology, 2013Diffusion tensor imaging (DTI) is an advanced MR technique that provides qualitative and quantitative information about the micro-architecture of white matter. DTI and its post-processing tool fiber tractography (FT) have been increasingly used in the last decade to investigate the microstructural neuroarchitecture of brain malformations.
Andrea, Poretti +4 more
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Atlas-guided probabilistic diffusion-tensor fiber tractography
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008We demonstrate the use of a diffusion tensor atlas to perform probabilistic tractography in diffusion tensor data. The tensors from eleven subjects are normalized into a common space by optimizing the similarity between tensors explicitly. The distribution of tensor orientations in the atlas space forms a prior distribution for the fiber orientation ...
Philip A. Cook +3 more
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Automatic fiber tractography from DTI and its validation
Proceedings IEEE International Symposium on Biomedical Imaging, 2003To understand evolving pathology in the central nervous system (CNS) and develop effective treatments, it is essential to correlate the nerve fiber connectivity with the visualization of function. Such information is fundamental in CNS processes since anatomical connections determine where information is passed and processed Diffusion tensor imaging ...
Baba C. Vemuri +7 more
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Fiber correlational tractography with neurovascular coupling and cognition in hypertension
NeuroscienceHypertension is the primary risk factor for cerebral small vessel disease (CSVD). However, its mechanistic links are yet to be completely understood. Advancements in diffusion-weighted magnetic resonance imaging (dMRI) increased sensitivity in detecting subtle white matter (WM) structural integrity changes.
Manuel Fortunato +7 more
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