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Neuroinformatics in the Time of Coronavirus
Springer Science and Business Media LLC - Tập 18 - Trang 337-338 - 2020
FCN Based Label Correction for Multi-Atlas Guided Organ Segmentation
Springer Science and Business Media LLC - Tập 18 - Trang 319-331 - 2020
Segmentation of medical images using multiple atlases has recently gained immense attention due to their augmented robustness against variabilities across different subjects. These atlas-based methods typically comprise of three steps: atlas selection, image registration, and finally label fusion. Image registration is one of the core steps in this process, accuracy of which directly affects the f......
Information-Theoretic Approach for Automated White Matter Fiber Tracts Reconstruction
Springer Science and Business Media LLC - Tập 10 - Trang 305-318 - 2012
Fiber tracking is the most popular technique for creating white matter connectivity maps from diffusion tensor imaging (DTI). This approach requires a seeding process which is challenging because it is not clear how and where the seeds have to be placed. On the other hand, to enhance the interpretation of fiber maps, segmentation and clustering techniques are applied to organize fibers into anatom......
MDL Constrained 3-D Grayscale Skeletonization Algorithm for Automated Extraction of Dendrites and Spines from Fluorescence Confocal Images
Springer Science and Business Media LLC - Tập 7 - Trang 213-232 - 2009
This paper presents a method for improved automatic delineation of dendrites and spines from three-dimensional (3-D) images of neurons acquired by confocal or multi-photon fluorescence microscopy. The core advance presented here is a direct grayscale skeletonization algorithm that is constrained by a structural complexity penalty using the minimum description length (MDL) principle, and additional......
Brainography: An Atlas-Independent Surface and Network Rendering Tool for Neural Connectivity Visualization
Springer Science and Business Media LLC - Tập 12 - Trang 355-359 - 2013
Employing NeuGen 2.0 to Automatically Generate Realistic Morphologies of Hippocampal Neurons and Neural Networks in 3D
Springer Science and Business Media LLC - Tập 11 - Trang 137-148 - 2012
Detailed cell and network morphologies are becoming increasingly important in Computational Neuroscience. Great efforts have been undertaken to systematically record and store the anatomical data of cells. This effort is visible in databases, such as NeuroMorpho.org. In order to make use of these fast growing data within computational models of networks, it is vital to include detailed data of mor......
Inferential constraint sets in the organization of visual expectation
Springer Science and Business Media LLC - Tập 2 - Trang 227-237 - 2004
Many lines of evidence indicate that considering visual perception as a passive, stimulus-driven, feedforward decoding process is no longer tenable. Visual perceptionnaturally occurs within the context of an integrated array of ongoing cognitive processes involving memory, perception in other modalities, and motor control. In many situations, these processes allow expectations to be formed for lik......
Mapping the Human Brain: New Insights from fMRI Data Sharing
Springer Science and Business Media LLC - Tập 5 - Trang 146-153 - 2007
The sharing of primary data in the field of neuroscience has received considerable scrutiny from scientific societies and from science journals. Many see this as value added for science publishing that can enhance and inform secondary examination of data and results. Still others worry that data sharing is an undue burden for researchers with little long term value to science. But examples of how ......
Musclesense: a Trained, Artificial Neural Network for the Anatomical Segmentation of Lower Limb Magnetic Resonance Images in Neuromuscular Diseases
Springer Science and Business Media LLC - Tập 19 - Trang 379-383 - 2020
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