AIMC Topic: Pain

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Neuronal and therapeutic perspectives on empathic pain: A rational insight.

Neuropharmacology Mar 11, 2025
Empathy is the capacity to experience and understand the feelings of others, thereby playing a key role in a person's mental well-being essentially by promoting kindness and a sense of belongingness to the group. However, too much empathy may result ...
Humans Pain Management Pain Perception Empathy Brain Animals Pain
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NLP-driven integration of electrophysiology and traditional Chinese medicine for enhanced diagnostics and management of postpartum pain.

SLAS technology Mar 6, 2025
Postpartum pain encompasses a range of physical and emotional discomforts, often influenced by hormonal changes, physical recovery, and individual psychological states. The complex interactions between the variables can make it difficult for traditio...
Humans Female Medicine, Chinese Traditional Electrophysiology Postpartum Period Natural Language Processing Pain Pain Management
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Disclosing neonatal pain in real-time: AI-derived pain sign from continuous assessment of facial expressions.

Computers in biology and medicine Mar 1, 2025
This study introduces an AI-derived pain sign for continuous neonatal pain assessment, addressing the limitations of existing pain scales and computational approaches. Traditional pain scales, though widely used, are hindered by inter-rater variabili...
Pain Measurement Pain Facial Expression Humans Female Infant, Newborn Male Deep Learning
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A Novel Framework for Quantum-Enhanced Federated Learning with Edge Computing for Advanced Pain Assessment Using ECG Signals via Continuous Wavelet Transform Images.

Sensors (Basel, Switzerland) Feb 26, 2025
Our research introduces a framework that integrates edge computing, quantum transfer learning, and federated learning to revolutionize pain level assessment through ECG signal analysis. The primary focus lies in developing a robust, privacy-preservin...
Pain Wavelet Analysis Federated Learning Pain Measurement Signal Processing, Computer-Assisted Machine Learning Humans Algorithms Neural Networks, Computer Electrocardiography
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Machine learning classification of active viewing of pain and non-pain images using EEG does not exceed chance in external validation samples.

Cognitive, affective & behavioral neuroscience Feb 18, 2025
Previous research has demonstrated that machine learning (ML) could not effectively decode passive observation of neutral versus pain photographs by using electroencephalogram (EEG) data. Consequently, the present study explored whether active viewin...
Humans Young Adult Machine Learning Electroencephalography Evoked Potentials Facial Recognition Pain Perception Pain Facial Expression Female Adult Male
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A Multimodal Pain Sentiment Analysis System Using Ensembled Deep Learning Approaches for IoT-Enabled Healthcare Framework.

Sensors (Basel, Switzerland) Feb 17, 2025
This study introduces a multimodal sentiment analysis system to assess and recognize human pain sentiments within an Internet of Things (IoT)-enabled healthcare framework. This system integrates facial expressions and speech-audio recordings to evalu...
Humans Neural Networks, Computer Delivery of Health Care Deep Learning Pain Measurement Pain Video Recording Internet of Things Facial Expression
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Finger-aware Artificial Neural Network for predicting arthritis in Patients with hand pain.

Artificial intelligence in medicine Feb 14, 2025
Arthritis is an inflammatory condition associated with joint damage, the incidence of which is increasing worldwide. In severe cases, arthritis can result in the restriction of joint movement, thereby affecting daily activities; as such, early and ac...
Arthritis Hand Pain Fingers Deep Learning Algorithms ROC Curve Female Aged Humans Adult Neural Networks, Computer Male Machine Learning Middle Aged
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Face readers.

Science (New York, N.Y.) Feb 13, 2025
Artificial intelligence is becoming better than humans at scanning animals' faces for signs of stress and pain. Are more complex emotions next?
Pain Humans Facial Expression Psychological Distress Artificial Intelligence Facial Recognition Animals Emotions
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Neural mechanisms, influencing factors and interventions in empathic pain.

Neuropharmacology Feb 4, 2025
Empathic pain, defined as the emotional resonance with the suffering of others, is akin to the observer's own experience of pain and is vital for building and sustaining positive interpersonal relationships. Despite its importance, the neural mechani...
Pain Empathy Humans Brain Animals
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Decoding of pain during heel lancing in human neonates with EEG signal and machine learning approach.

Scientific reports Dec 28, 2024
Currently, pain assessment using electroencephalogram signals and machine learning methods in clinical studies is of great importance, especially for those who cannot express their pain. Since newborns are among the high-risk group and always experie...
Support Vector Machine Female Humans Pain Measurement Pain Machine Learning Infant, Newborn Electroencephalography Heel Male
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