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Statistical atlas of acute stroke from magnetic resonance diffusion-weighted-images of the brain
Springer Science and Business Media LLC - Tập 4 - Trang 235-242 - 2006
This study presents a method for computing a probabilistic atlas that describes the spatial distributions of acute infarcts of the brain. The data consisted of diffusion-weighted-images (DWI) and high-resolution T1-weighted MR images rep resenting ww studies from 22 subjects. All DWI data sets contained high-intensity lesions on B-1000 maps, known from clinical history to be related to acute strok...... hiện toàn bộ
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...... hiện toàn bộ
DIADEMchallenge.Org: A Compendium of Resources Fostering the Continuous Development of Automated Neuronal Reconstruction
Springer Science and Business Media LLC - Tập 9 - Trang 303-304 - 2011
Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients
Springer Science and Business Media LLC - Tập 12 - Trang 365-379 - 2013
Registration is a key step in many automatic brain Magnetic Resonance Imaging (MRI) applications. In this work we focus on longitudinal registration of brain MRI for Multiple Sclerosis (MS) patients. First of all, we analyze the effect that MS lesions have on registration by synthetically eliminating some of the lesions. Our results show how a widely used method for longitudinal registration such ...... hiện toàn bộ
Multi-Objective Cognitive Model: a Supervised Approach for Multi-subject fMRI Analysis
Springer Science and Business Media LLC - Tập 17 - Trang 197-210 - 2018
In order to decode human brain, Multivariate Pattern (MVP) classification generates cognitive models by using functional Magnetic Resonance Imaging (fMRI) datasets. As a standard pipeline in the MVP analysis, brain patterns in multi-subject fMRI dataset must be mapped to a shared space and then a classification model is generated by employing the mapped patterns. However, the MVP models may not pr...... hiện toàn bộ
Database Analysis of Simulated and Recorded Electrophysiological Datasets with PANDORA’s Toolbox
Springer Science and Business Media LLC - Tập 7 - Trang 93-111 - 2009
Neuronal recordings and computer simulations produce ever growing amounts of data, impeding conventional analysis methods from keeping pace. Such large datasets can be automatically analyzed by taking advantage of the well-established relational database paradigm. Raw electrophysiology data can be entered into a database by extracting its interesting characteristics (e.g., firing rate). Compared t...... hiện toàn bộ
MEA-ToolBox: an Open Source Toolbox for Standardized Analysis of Multi-Electrode Array Data
Springer Science and Business Media LLC - Tập 20 - Trang 1077-1092 - 2022
Functional assessment of in vitro neuronal networks—of relevance for disease modelling and drug testing—can be performed using multi-electrode array (MEA) technology. However, the handling and processing of the large amount of data typically generated in MEA experiments remains a huge hurdle for researchers. Various software packages have been developed to tackle this issue, but to date, most are ...... hiện toàn bộ
Connectivity-Based Brain Parcellation
Springer Science and Business Media LLC - Tập 14 - Trang 83-97 - 2015
Defining brain structures of interest is an important preliminary step in brain-connectivity analysis. Researchers interested in connectivity patterns among brain structures typically employ manually delineated volumes of interest, or regions in a readily available atlas, to limit the scope of connectivity analysis to relevant regions. However, most structural brain atlases, and manually delineate...... hiện toàn bộ
Identifying Multimodal Intermediate Phenotypes Between Genetic Risk Factors and Disease Status in Alzheimer’s Disease
Springer Science and Business Media LLC - Tập 14 - Trang 439-452 - 2016
Neuroimaging genetics has attracted growing attention and interest, which is thought to be a powerful strategy to examine the influence of genetic variants (i.e., single nucleotide polymorphisms (SNPs)) on structures or functions of human brain. In recent studies, univariate or multivariate regression analysis methods are typically used to capture the effective associations between genetic variant...... hiện toàn bộ
Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility
Springer Science and Business Media LLC - Tập 20 - Trang 37-38 - 2021
A Correction to this paper has been published:
https://doi.org/10.1007/s12021-021-09522-x
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