AIMC Topic: Facial Expression

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Performance Evaluation of a Supervised Machine Learning Pain Classification Model Developed by Neonatal Nurses.

Advances in neonatal care : official journal of the National Association of Neonatal Nurses May 15, 2024
BACKGROUND: Early-life pain is associated with adverse neurodevelopmental consequences; and current pain assessment practices are discontinuous, inconsistent, and highly dependent on nurses' availability. Furthermore, facial expressions in commonly u...
Intensive Care Units, Neonatal Neonatal Nursing Nurses, Neonatal Supervised Machine Learning Facial Expression Female Infant, Newborn Reproducibility of Results Male Pain Measurement Pain Humans Retrospective Studies
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Detecting emotions through EEG signals based on modified convolutional fuzzy neural network.

Scientific reports May 6, 2024
Emotion is a human sense that can influence an individual's life quality in both positive and negative ways. The ability to distinguish different types of emotion can lead researchers to estimate the current situation of patients or the probability o...
Signal Processing, Computer-Assisted Facial Expression Adult Algorithms Humans Male Female Neural Networks, Computer Deep Learning Fuzzy Logic Young Adult Emotions Electroencephalography
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Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions.

IEEE journal of biomedical and health informatics May 6, 2024
Parkinson's disease (PD) is a common degenerative disease of the nervous system in the elderly. The early diagnosis of PD is very important for potential patients to receive prompt treatment and avoid the aggravation of the disease. Recent studies ha...
Databases, Factual Female Aged Humans Parkinson Disease Image Interpretation, Computer-Assisted Facial Expression Male Deep Learning Emotions
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Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review.

International journal of medical informatics May 3, 2024
BACKGROUND: Human Emotion Recognition (HER) has been a popular field of study in the past years. Despite the great progresses made so far, relatively little attention has been paid to the use of HER in autism. People with autism are known to face pro...
Emotions Facial Expression Autistic Disorder Humans Machine Learning Child
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Emotion Classification Based on Pulsatile Images Extracted from Short Facial Videos via Deep Learning.

Sensors (Basel, Switzerland) Apr 19, 2024
Most human emotion recognition methods largely depend on classifying stereotypical facial expressions that represent emotions. However, such facial expressions do not necessarily correspond to actual emotional states and may correspond to communicati...
Humans Female Male Face Facial Expression Emotions Heart Rate Video Recording Deep Learning Image Processing, Computer-Assisted
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A multi-featured expression recognition model incorporating attention mechanism and object detection structure for psychological problem diagnosis.

Physiology & behavior Apr 18, 2024
Expression is the main method for judging the emotional state and psychological condition of the human body, and the prediction of changes in facial expressions can effectively determine the mental health of a person, thus avoiding serious psychologi...
Facial Expression Emotions Attention Humans Neural Networks, Computer Mental Disorders Deep Learning
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An accurately supervised motion-aware deep network for non-contact pain assessment of trigeminal neuralgia mouse model.

Journal of oral & facial pain and headache Mar 12, 2024
Pain assessment in trigeminal neuralgia (TN) mouse models is essential for exploring its pathophysiology and developing effective analgesics. However, pain assessment methods for TN mouse models have not been widely studied, resulting in a critical g...
Neural Networks, Computer Animals Deep Learning Facial Expression Mice Trigeminal Neuralgia Disease Models, Animal Pain Measurement
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Deep Learning for Face Detection and Pain Assessment in Japanese macaques ().

Journal of the American Association for Laboratory Animal Science : JAALAS Mar 1, 2024
Facial expressions have increasingly been used to assess emotional states in mammals. The recognition of pain in research animals is essential for their well-being and leads to more reliable research outcomes. Automating this process could contribute...
Video Recording Facial Expression Macaca fuscata Deep Learning Image Processing, Computer-Assisted Pain Measurement Animals Male Female
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Hierarchical Context-Based Emotion Recognition With Scene Graphs.

IEEE transactions on neural networks and learning systems Feb 29, 2024
For a better intention inference, we often try to figure out the emotional states of other people in social communications. Many studies on affective computing have been carried out to infer emotions through perceiving human states, i.e., facial expr...
Facial Expression Humans Recognition, Psychology Neural Networks, Computer Emotions
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PASTFNet: a paralleled attention spatio-temporal fusion network for micro-expression recognition.

Medical & biological engineering & computing Feb 28, 2024
Micro-expressions (MEs) play such an important role in predicting a person's genuine emotions, as to make micro-expression recognition such an important resea rch focus in recent years. Most recent researchers have made efforts to recognize MEs with ...
Attention Algorithms Humans Pattern Recognition, Automated Image Processing, Computer-Assisted Neural Networks, Computer Facial Expression Emotions
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