AIMC Topic: Brain Mapping

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Fusion analysis of functional MRI data for classification of individuals based on patterns of activation.

Brain imaging and behavior Jun 1, 2015
Classification of individuals based on patterns of brain activity observed in functional MRI contrasts may be helpful for diagnosis of neurological disorders. Prior work for classification based on these patterns have primarily focused on using a sin...
Humans Brain Female Aged Young Adult Adult Male Aging Middle Aged ROC Curve Support Vector Machine Magnetic Resonance Imaging Brain Mapping Area Under Curve Nonlinear Dynamics Acoustic Stimulation Speech Perception
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Trunk robot rehabilitation training with active stepping reorganizes and enriches trunk motor cortex representations in spinal transected rats.

The Journal of neuroscience : the official journal of the Society for Neuroscience May 6, 2015
Trunk motor control is crucial for postural stability and propulsion after low thoracic spinal cord injury (SCI) in animals and humans. Robotic rehabilitation aimed at trunk shows promise in SCI animal models and patients. However, little is known ab...
Female Animals Thoracic Vertebrae Rats Neuronal Plasticity Rats, Sprague-Dawley Brain Mapping Robotics Exercise Test Random Allocation Animals, Newborn Locomotion Spinal Cord Injuries Motor Cortex
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Clinical prediction from structural brain MRI scans: a large-scale empirical study.

Neuroinformatics Jan 1, 2015
Multivariate pattern analysis (MVPA) methods have become an important tool in neuroimaging, revealing complex associations and yielding powerful prediction models. Despite methodological developments and novel application domains, there has been litt...
Humans Artificial Intelligence Algorithms Brain Image Processing, Computer-Assisted Magnetic Resonance Imaging Brain Mapping
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