Humans
Showing 67941 to 67950 of 95995 articles
TractSeg - Fast and accurate white matter tract segmentation.
NeuroImage
Aug 4, 2018
The individual course of white matter fiber tracts is an important factor for analysis of white matter characteristics in healthy and diseased brains. Diffusion-weighted MRI tractography in combination with region-based or clustering-based selection ...
Modeling brain dynamic state changes with adaptive mixture independent component analysis.
NeuroImage
Aug 4, 2018
There is a growing interest in neuroscience in assessing the continuous, endogenous, and nonstationary dynamics of brain network activity supporting the fluidity of human cognition and behavior. This non-stationarity may involve ever-changing formati...
Building medical image classifiers with very limited data using segmentation networks.
Medical image analysis
Aug 4, 2018
Deep learning has shown promising results in medical image analysis, however, the lack of very large annotated datasets confines its full potential. Although transfer learning with ImageNet pre-trained classification models can alleviate the problem,...
Automatic recognition of arrhythmia based on principal component analysis network and linear support vector machine.
Computers in biology and medicine
Aug 4, 2018
Electrocardiogram (ECG) classification is an important process in identifying arrhythmia, and neural network models have been widely used in this field. However, these models are often disrupted by heartbeat noise and are negatively affected by skewe...
Data mining of the cancer-related lncRNAs GO terms and KEGG pathways by using mRMR method.
Mathematical biosciences
Aug 4, 2018
LncRNAs plays an important role in the regulation of gene expression. Identification of cancer-related lncRNAs GO terms and KEGG pathways is great helpful for revealing cancer-related functional biological processes. Therefore, in this study, we prop...
An Intelligent System for Monitoring Skin Diseases.
Sensors (Basel, Switzerland)
Aug 4, 2018
The practical increase of interest in intelligent technologies has caused a rapid development of all activities in terms of sensors and automatic mechanisms for smart operations. The implementations concentrate on technologies which avoid unnecessary...
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A New Approach on HCI Extracting Conscious Jaw Movements Based on EEG Signals Using Machine Learnings.
Journal of medical systems
Aug 4, 2018
Machine computer interfaces (MCI) are assistive technologies enabling paralyzed peoples to control and communicate their environments. This study aims to discover and represents a new approach on MCI using left/right motions of voluntary jaw movement...
A user-guided tool for semi-automated cerebral microbleed detection and volume segmentation: Evaluating vascular injury and data labelling for machine learning.
NeuroImage. Clinical
Aug 4, 2018
BACKGROUND AND PURPOSE: With extensive research efforts in place to address the clinical relevance of cerebral microbleeds (CMBs), there remains a need for fast and accurate methods to detect and quantify CMB burden. Although some computer-aided dete...
Effect of daily intake of a low-alcohol orange beverage on cardiovascular risk factors in hypercholesterolemic humans.
Food research international (Ottawa, Ont.)
Aug 3, 2018
Oxidative stress, inflammation status, endothelial dysfunction, and imbalanced lipid metabolism play a major role in cardiovascular disease. Bioactive compounds and moderate alcohol consumption have been associated with decreased cardiovascular risk....
Deep convolutional neural network-based segmentation and classification of difficult to define metastatic spinal lesions in 3D CT data.
Medical image analysis
Aug 3, 2018
This paper aims to address the segmentation and classification of lytic and sclerotic metastatic lesions that are difficult to define by using spinal 3D Computed Tomography (CT) images obtained from highly pathologically affected cases. As the lesion...
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