AIMC Topic: Pain Measurement

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Gait Alterations and Association With Worsening Knee Pain and Physical Function: A Machine Learning Approach With Wearable Sensors in the Multicenter Osteoarthritis Study.

Arthritis care & research Apr 17, 2024
OBJECTIVE: The objective of this study was to identify gait alterations related to worsening knee pain and worsening physical function, using machine learning approaches applied to wearable sensor-derived data from a large observational cohort.
Humans United States Aged Predictive Value of Tests Pain Measurement Machine Learning Male Arthralgia Middle Aged Female Gait Analysis Disease Progression Osteoarthritis, Knee Wearable Electronic Devices Walk Test Functional Status Knee Joint Gait
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Application of AI in Multilevel Pain Assessment Using Facial Images: Systematic Review and Meta-Analysis.

Journal of medical Internet research Apr 12, 2024
BACKGROUND: The continuous monitoring and recording of patients' pain status is a major problem in current research on postoperative pain management. In the large number of original or review articles focusing on different approaches for pain assessm...
Pain Measurement Pain Artificial Intelligence Algorithms Area Under Curve Humans
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Mo-fi-disc scoring system: Towards understanding the radiological tools to better delineate the disease process and enhancing our solutions for low back pain in artificial intelligence era.

Journal of orthopaedic science : official journal of the Japanese Orthopaedic Association Apr 3, 2024
BACKGROUND: 'Mo-fi-disc' is a new scoring system that quantifies degeneration of the lumbar spine and predicts the intensity of low back pain (LBP). However, its association with LBP-related disability is unknown. In the present study, we aimed to an...
Humans Aged Adult Cross-Sectional Studies Male Artificial Intelligence Prospective Studies Female Pain Measurement Middle Aged Disability Evaluation Severity of Illness Index Lumbar Vertebrae Magnetic Resonance Imaging Intervertebral Disc Degeneration Low Back Pain
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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...
Facial Expression Neural Networks, Computer Trigeminal Neuralgia Animals Disease Models, Animal Deep Learning Pain Measurement Mice
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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...
Image Processing, Computer-Assisted Pain Measurement Video Recording Facial Expression Macaca fuscata Animals Male Deep Learning Female
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Cooperative Learning for Personalized Context-Aware Pain Assessment From Wearable Data.

IEEE journal of biomedical and health informatics Nov 7, 2023
Despite the promising performance of automated pain assessment methods, current methods suffer from performance generalization due to the lack of relatively large, diverse, and annotated pain datasets. Further, the majority of current methods do not ...
Pain Machine Learning Wearable Electronic Devices Pain Measurement Humans
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Face-based automatic pain assessment: challenges and perspectives in neonatal intensive care units.

Jornal de pediatria Jun 15, 2023
OBJECTIVE: To describe the challenges and perspectives of the automation of pain assessment in the Neonatal Intensive Care Unit.
Humans Artificial Intelligence Infant, Newborn Pain Measurement Pain Intensive Care Units, Neonatal
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Pain, dynamic postural control, mental health and impact of oral health in individuals with temporomandibular disorder: A cross-sectional study.

Journal of bodywork and movement therapies May 29, 2023
INTRODUCTION: Some studies claim that functional changes in TMD affect the stomatognathic system (SS) and could contribute to the emergence of pain and changes in postural control.
Sleep Quality Pain Measurement Oral Health Adult Postural Balance Humans Male Anxiety Facial Pain Mental Health Female Depression Middle Aged Cross-Sectional Studies Temporomandibular Joint Disorders Young Adult Quality of Life
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Deep learning-guided postoperative pain assessment in children.

Pain May 5, 2023
Current automated pain assessment methods only focus on infants or youth. They are less practical because the children who suffer from postoperative pain in clinical scenarios are in a wider range of ages. In this article, we present a large-scale Cl...
Pain, Postoperative Facial Expression Adolescent Child Pain Measurement Neural Networks, Computer Humans Infant Deep Learning
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Implementing PainChek and PARO to Support Pain Assessment and Management in Residents with Dementia: A Qualitative Study.

Pain management nursing : official journal of the American Society of Pain Management Nurses Apr 25, 2023
BACKGROUND: Pain is a common problem but often undiagnosed and untreated in people with dementia.
Humans Pain Measurement Social Interaction Pain Aged Dementia Robotics
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