AIMC Topic: Behavior

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Automated identification for autism severity level: EEG analysis using empirical mode decomposition and second order difference plot.

Behavioural brain research Jan 11, 2019
BACKGROUND: Previous automated EEG-based diagnosis of autism spectrum disorders (ASD) using various nonlinear EEG analysis methods were limited to distinguish only children with ASD from those normally developed without approaching their autistic fea...
Autism Spectrum Disorder Female Sensitivity and Specificity Humans Neural Networks, Computer Electroencephalography Signal Processing, Computer-Assisted Autistic Disorder Behavior Male Child, Preschool Child
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An empirical evaluation of multivariate lesion behaviour mapping using support vector regression.

Human brain mapping Dec 13, 2018
Multivariate lesion behaviour mapping based on machine learning algorithms has recently been suggested to complement the methods of anatomo-behavioural approaches in cognitive neuroscience. Several studies applied and validated support vector regress...
Magnetic Resonance Imaging Behavior Models, Neurological Brain Mapping Brain Diseases Cerebrovascular Circulation Bias Stroke Algorithms Image Processing, Computer-Assisted Humans Support Vector Machine
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Learning to Personalize from Practice: A Real World Evidence Approach of Care Plan Personalization based on Differential Patient Behavioral Responses in Care Management Records.

AMIA ... Annual Symposium proceedings. AMIA Symposium Dec 5, 2018
Recent studies documented the importance of individuality and heterogeneity in care planning. In practice, varying behavioral responses are revealed in patients' care management (CM) records. However, today's care programs are structured around popul...
Humans Decision Making Medical Records Machine Learning Patient-Centered Care Behavior Patient Care Planning Precision Medicine Datasets as Topic Patient Care Management
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Cumulative inhibition in neural networks.

Cognitive processing Nov 3, 2018
We show how a multi-resolution network can model the development of acuity and coarse-to-fine processing in the mammalian visual cortex. The network adapts to input statistics in an unsupervised manner, and learns a coarse-to-fine representation by u...
Animals Models, Biological Behavior Interneurons Humans Neural Networks, Computer Learning Pyramidal Cells Visual Cortex
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DeepLabCut: markerless pose estimation of user-defined body parts with deep learning.

Nature neuroscience Aug 20, 2018
Quantifying behavior is crucial for many applications in neuroscience. Videography provides easy methods for the observation and recording of animal behavior in diverse settings, yet extracting particular aspects of a behavior for further analysis ca...
Nerve Net Behavior Transfer, Psychology Video Recording Behavior, Animal Drosophila melanogaster Male Deep Learning Mice Odorants Psychomotor Performance Posture Mice, Inbred C57BL Neural Networks, Computer Algorithms Animals Humans
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The effect of machine learning regression algorithms and sample size on individualized behavioral prediction with functional connectivity features.

NeuroImage Jun 2, 2018
Individualized behavioral/cognitive prediction using machine learning (ML) regression approaches is becoming increasingly applied. The specific ML regression algorithm and sample size are two key factors that non-trivially influence prediction accura...
Connectome Behavior Young Adult Adult Male Sample Size Datasets as Topic Cognition Magnetic Resonance Imaging Algorithms Humans Brain Machine Learning Female
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The Relationship between Robot's Nonverbal Behaviour and Human's Likability Based on Human's Personality.

Scientific reports May 30, 2018
At current state, although robotics technology has been immensely developed, the uncertainty to completely engage in human-robot interaction is still growing among people. Many current studies then started to concern about human factors that might in...
Humans Female Adult Emotions Robotics Male Behavior Personality
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Machine learning in autistic spectrum disorder behavioral research: A review and ways forward.

Informatics for health & social care Feb 13, 2018
Autistic Spectrum Disorder (ASD) is a mental disorder that retards acquisition of linguistic, communication, cognitive, and social skills and abilities. Despite being diagnosed with ASD, some individuals exhibit outstanding scholastic, non-academic, ...
Autism Spectrum Disorder Research Behavior Humans Machine Learning Algorithms
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Search for an Appropriate Behavior within the Emotional Regulation in Virtual Creatures Using a Learning Classifier System.

Computational intelligence and neuroscience Oct 25, 2017
Emotion regulation is a process by which human beings control emotional behaviors. From neuroscientific evidence, this mechanism is the product of conscious or unconscious processes. In particular, the mechanism generated by a conscious process needs...
Models, Biological Pattern Recognition, Automated Humans Behavior Machine Learning User-Computer Interface Computer Simulation Emotions
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Alzheimer's disease and driving: review of the literature and consensus guideline from Belgian dementia experts and the Belgian road safety institute endorsed by the Belgian Medical Association.

Acta neurologica Belgica Oct 5, 2017
Alzheimer's disease (AD) is a highly prevalent condition and its prevalence is expected to further increase due to the aging of the general population. It is obvious that the diagnosis of AD has implications for driving. Finally, driving discussions ...
Behavior Guidelines as Topic Humans Physical Examination Belgium Alzheimer Disease Neuropsychological Tests Automobile Driving
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