AIMC Topic: Pain Measurement

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Convolution Neural Network for Pain Intensity Assessment from Facial Expression.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Pain is an unpleasant feeling that can reflect a patient's health situation. Since measuring pain is subjective, time-consuming, and needs continuous monitoring, automated pain intensity detection from facial expression holds great potential for smar...
Pain Measurement Pain Facial Expression Humans Neural Networks, Computer Emotions
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ATLAS: An Adaptive Transfer Learning Based Pain Assessment System: A Real Life Unsupervised Pain Assessment Solution.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Undertreatment or overtreatment of pain will cause severe consequences physiologically and psychologically. Thus, researchers have made great efforts to develop automatic pain assessment approaches based on physiological signals using machine learnin...
Databases, Factual Pain Measurement Pain Humans Machine Learning Algorithms
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Children's Pain During IV Induction: A Randomized-Controlled Trial With the MEDi® Robot.

Journal of pediatric psychology Aug 19, 2021
OBJECTIVE: This study examined the impact of a humanoid robot (MEDi®) programmed to teach deep breathing as a coping strategy, on children's pain and fear as primary and secondary outcomes, respectively, during intravenous (IV) line placement. The co...
Child Robotics Pain Measurement Humans Pain Pain Management Adaptation, Psychological
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Artificial intelligence for disparities in knee pain assessment.

Nature medicine Jan 1, 2021
Humans Pain Measurement Artificial Intelligence Pain Vulnerable Populations
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[From external assessment of pain to automated multimodal measurement of pain intensity : Narrative review of state of research and clinical perspectives].

Schmerz (Berlin, Germany) Oct 1, 2020
BACKGROUND: In patients with limited communication skills, the use of conventional scales or external assessment is only possible to a limited extent or not at all. Multimodal pain recognition based on artificial intelligence (AI) algorithms could be...
Pain Threshold Pain Measurement Pain Humans Artificial Intelligence Algorithms
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What Is the Accuracy of Three Different Machine Learning Techniques to Predict Clinical Outcomes After Shoulder Arthroplasty?

Clinical orthopaedics and related research Oct 1, 2020
BACKGROUND: Machine learning techniques can identify complex relationships in large healthcare datasets and build prediction models that better inform physicians in ways that can assist in patient treatment decision-making. In the domain of shoulder ...
Minimal Clinically Important Difference Arthroplasty, Replacement, Shoulder Pain Measurement Range of Motion, Articular Female Aged Male Middle Aged Humans Treatment Outcome Machine Learning Predictive Value of Tests
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[Multimodal recognition of pain intensity and pain modality with machine learning].

Schmerz (Berlin, Germany) Oct 1, 2020
BACKGROUND: The objective recording of subjectively experienced pain is a problem that has not been sufficiently solved to date. In recent years, data sets have been created to train artificial intelligence algorithms to recognize patterns of pain in...
Humans Pain Measurement Pain Artificial Intelligence Machine Learning Algorithms
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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,...
Humans Machine Learning Female Aged Young Adult Biomedical Technology Back Pain Chronic Pain Adult Middle Aged Male Emotions Pain Measurement
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Primer on machine learning: utilization of large data set analyses to individualize pain management.

Current opinion in anaesthesiology Oct 1, 2019
PURPOSE OF REVIEW: Pain researchers and clinicians increasingly encounter machine learning algorithms in both research methods and clinical practice. This review provides a summary of key machine learning principles, as well as applications to both s...
Pain Measurement Pain Data Analysis Pain Management Humans Datasets as Topic Machine Learning Electronic Health Records Facial Expression Treatment Outcome Neuroimaging
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Machine-learned analysis of the association of next-generation sequencing-based genotypes with persistent pain after breast cancer surgery.

Pain Oct 1, 2019
Cancer and its surgical treatment are among the most important triggering events for persistent pain, but additional factors need to be present for the clinical manifestation, such as variants in pain-relevant genes. In a cohort of 140 women undergoi...
Reelin Protein Genetic Variation High-Throughput Nucleotide Sequencing Cancer Pain Female Pain, Postoperative Mastectomy Aged Cohort Studies Humans Adult Breast Neoplasms Genotype Machine Learning Middle Aged Pain Measurement Case-Control Studies
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