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Showing 69261 to 69270 of 95995 articles
Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis.
IEEE transactions on bio-medical engineering
Feb 16, 2018
OBJECTIVE: Analysis of functional magnetic resonance imaging (fMRI) data from multiple subjects is at the heart of many medical imaging studies, and approaches based on dictionary learning (DL) are recently noted as promising solutions to the problem...
Robotics in Orthopedics: A Brave New World.
The Journal of arthroplasty
Feb 16, 2018
Future health-care projection projects a significant growth in population by 2020. Health care has seen an exponential growth in technology to address the growing population with the decreasing number of physicians and health-care workers. Robotics i...
Sustained sensorimotor control as intermittent decisions about prediction errors: computational framework and application to ground vehicle steering.
Biological cybernetics
Feb 16, 2018
A conceptual and computational framework is proposed for modelling of human sensorimotor control and is exemplified for the sensorimotor task of steering a car. The framework emphasises control intermittency and extends on existing models by suggesti...
Informatics and machine learning to define the phenotype.
Expert review of molecular diagnostics
Feb 16, 2018
For the past decade, the focus of complex disease research has been the genotype. From technological advancements to the development of analysis methods, great progress has been made. However, advances in our definition of the phenotype have remained...
Improving the Accuracy of Simultaneously Reconstructed Activity and Attenuation Maps Using Deep Learning.
Journal of nuclear medicine : official publication, Society of Nuclear Medicine
Feb 15, 2018
Simultaneous reconstruction of activity and attenuation using the maximum-likelihood reconstruction of activity and attenuation (MLAA) augmented by time-of-flight information is a promising method for PET attenuation correction. However, it still suf...
Deep learning for hybrid EEG-fNIRS brain-computer interface: application to motor imagery classification.
Journal of neural engineering
Feb 15, 2018
OBJECTIVE: Brain-computer interface (BCI) refers to procedures that link the central nervous system to a device. BCI was historically performed using electroencephalography (EEG). In the last years, encouraging results were obtained by combining EEG ...
Safety and Feasibility of a Novel Active Fixation Temporary Pacing Lead.
The Journal of invasive cardiology
Feb 15, 2018
OBJECTIVE: This first-in-human study evaluated the safety and technical feasibility of the Tempo temporary cardiac pacing lead (BioTrace Medical), which includes a novel fixation mechanism and soft tip.
Wrist sensor-based tremor severity quantification in Parkinson's disease using convolutional neural network.
Computers in biology and medicine
Feb 15, 2018
Tremor is a commonly observed symptom in patients of Parkinson's disease (PD), and accurate measurement of tremor severity is essential in prescribing appropriate treatment to relieve its symptoms. We propose a tremor assessment system based on the u...
Predicting sex from brain rhythms with deep learning.
Scientific reports
Feb 15, 2018
We have excellent skills to extract sex from visual assessment of human faces, but assessing sex from human brain rhythms seems impossible. Using deep convolutional neural networks, with unique potential to find subtle differences in apparent similar...
A prediction study of warfarin individual stable dose after mechanical heart valve replacement: adaptive neural-fuzzy inference system prediction.
BMC surgery
Feb 15, 2018
BACKGROUND: It's difficult but urgent to achieve the individualized rational medication of the warfarin, we aim to predict the individualized warfarin stable dose though the artificial intelligent Adaptive neural-fuzzy inference system (ANFIS).
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