AIMC Topic: Emotions

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Machine-learning approaches to classify and understand emotion states in mice.

Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology Jan 1, 2021
Animals Mice Emotions Machine Learning
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Using Artificial Intelligence to Measure Facial Expression following Facial Reanimation Surgery.

Plastic and reconstructive surgery Nov 1, 2020
Social interactions are largely dependent on the interpretation of information conveyed through facial expressions. Although facial reanimation seeks restoration of the facial expression of emotion, outcome measures have not addressed this directly. ...
Adult Treatment Outcome Humans Artificial Intelligence Retrospective Studies Facial Paralysis Facial Expression Emotions
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A Machine Learning Approach to Relationships Among Alexithymia Components.

Psychiatria Danubina Sep 1, 2020
BACKGROUND: The aim of this paper is to explore the network structures of alexithymia components and compare results with relevant prior literature.
Humans Machine Learning Surveys and Questionnaires Emotions Fantasy Affective Symptoms
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Emotion Recognition with Refined Labels for Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
The traditional emotion classification framework usually fits all the features segments of the same trial to a fixed annotation. Considering the fact that emotion is a reaction to stimuli that lasts for varied periods, we argue that the indiscriminat...
Neural Networks, Computer Deep Learning Emotions Humans Electroencephalography Seizures
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Emerging Clinical Technology: Application of Machine Learning to Chronic Pain Assessments Based on Emotional Body Maps.

Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics Jul 1, 2020
Depression and anxiety co-occur with chronic pain, and all three are thought to be caused by dysregulation of shared brain systems related to emotional processing associated with body sensations. Understanding the connection between emotional states,...
Chronic Pain Male Middle Aged Emotions Pain Measurement Biomedical Technology Back Pain Aged Young Adult Adult Machine Learning Female Humans
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Using robots to probe how people react to simple behaviours.

Nature Jul 1, 2020
Autism Spectrum Disorder Brain Aged Humans Research Personnel Neurosciences Social Behavior Child Emotions Robotics
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Can robots express facial emotions dominantly enough for use in dementia care?

International psychogeriatrics Jul 1, 2020
Emotions Humans Robotics Dementia Facial Expression
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Outcomes of a Robot-Assisted Social-Emotional Understanding Intervention for Young Children with Autism Spectrum Disorders.

Journal of autism and developmental disorders Jun 1, 2020
This study is a randomized control trial aimed at testing the role of a human-assisted social robot as an intervention mediator in a socio-emotional understanding protocol for children with autism spectrum disorders (ASD). Fourteen children (4-8 year...
Humans Autism Spectrum Disorder Female Male Child, Preschool Child Emotions Robotics Cognitive Behavioral Therapy Social Behavior
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Artificial Intelligence and Surgical Decision-making.

JAMA surgery Feb 1, 2020
IMPORTANCE: Surgeons make complex, high-stakes decisions under time constraints and uncertainty, with significant effect on patient outcomes. This review describes the weaknesses of traditional clinical decision-support systems and proposes that arti...
Surgical Procedures, Operative Electronic Health Records Humans Decision Support Systems, Clinical Uncertainty Artificial Intelligence Clinical Decision-Making Emotions Intuition Time Factors
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Electroencephalogram-Based Emotion Recognition Using a Particle Swarm Optimization-Derived Support Vector Machine Classifier.

Critical reviews in biomedical engineering Jan 1, 2020
We sort human emotions using Russell's circumplex model of emotion by classifying electroencephalogram (EEG) signals from 25 subjects into four discrete states, namely, happy, sad, angry, and relaxed. After acquiring signals, we use a standard databa...
Electrodes Female Pattern Recognition, Automated Adult Wavelet Analysis Reproducibility of Results Humans Adolescent Male Electroencephalography Young Adult Algorithms Support Vector Machine Deep Learning Signal Processing, Computer-Assisted Recognition, Psychology Emotions
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