AIMC Topic: Pain Perception

Clear Filters Showing 11 to 14 of 14 articles

Defining and distinguishing infant behavioral states using acoustic cry analysis: is colic painful?

Pediatric research Oct 4, 2019
BACKGROUND: To characterize acoustic features of an infant's cry and use machine learning to provide an objective measurement of behavioral state in a cry-translator. To apply the cry-translation algorithm to colic hypothesizing that these cries soun...
Humans Sound Spectrography Pattern Recognition, Automated Signal Processing, Computer-Assisted Acoustics Infant Behavior Colic Pain Perception Crying Male Infant Mobile Applications Abdominal Pain Female Infant, Newborn Machine Learning
View on PubMed DOI

Machine-learned analysis of quantitative sensory testing responses to noxious cold stimulation in healthy subjects.

European journal of pain (London, England) Jan 16, 2018
BACKGROUND: Pain in response to noxious cold has a complex molecular background probably involving several types of sensors. A recent observation has been the multimodal distribution of human cold pain thresholds. This study aimed at analysing reprod...
Healthy Volunteers Cold Temperature Pain TRPA1 Cation Channel Pain Threshold Pain Perception Adult Male Middle Aged Adolescent Reproducibility of Results Young Adult Female Humans Machine Learning
View on PubMed DOI

Group-regularized individual prediction: theory and application to pain.

NeuroImage Nov 17, 2015
Multivariate pattern analysis (MVPA) has become an important tool for identifying brain representations of psychological processes and clinical outcomes using fMRI and related methods. Such methods can be used to predict or 'decode' psychological sta...
Brain Female Young Adult Adult Machine Learning Biomarkers Pattern Recognition, Automated Humans Pain Perception Magnetic Resonance Imaging Brain Mapping Male
View on PubMed DOI

A Sensitive and Specific Neural Signature for Picture-Induced Negative Affect.

PLoS biology Jun 22, 2015
Neuroimaging has identified many correlates of emotion but has not yet yielded brain representations predictive of the intensity of emotional experiences in individuals. We used machine learning to identify a sensitive and specific signature of emoti...
Middle Aged Adolescent Affect Female Machine Learning Adult Male Young Adult Magnetic Resonance Imaging Pain Perception Brain Sensitivity and Specificity Healthy Volunteers Humans
View on PubMed DOI
Popular Topics
Recent Journals