AIMC Topic: Pain Management

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Prediction of Prolonged Opioid Use After Surgery in Adolescents: Insights From Machine Learning.

Anesthesia and analgesia Aug 1, 2021
BACKGROUND: Long-term opioid use has negative health care consequences. Patients who undergo surgery are at risk for prolonged opioid use after surgery (POUS). While risk factors have been previously identified, no methods currently exist to determin...
Humans Machine Learning Decision Support Techniques Age Factors Predictive Value of Tests Male Pain Management Child Pain, Postoperative Risk Assessment Surgical Procedures, Operative Analgesics, Opioid Adolescent Treatment Outcome Drug Administration Schedule Time Factors Retrospective Studies Female Risk Factors Young Adult
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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 Management Datasets as Topic Pain Measurement Pain Facial Expression Neuroimaging Machine Learning Data Analysis Electronic Health Records Treatment Outcome Humans
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Neural mechanisms supporting the relationship between dispositional mindfulness and pain.

Pain Dec 1, 2018
Interindividual differences in pain sensitivity vary as a function of interactions between sensory, cognitive-affective, and dispositional factors. Trait mindfulness, characterized as the innate capacity to nonreactively sustain attention to the pres...
Psychophysics Visual Analog Scale Mindfulness Neural Networks, Computer Female Young Adult Adult Humans Brain Mapping Oxygen Pain Management Pain Threshold Pain Image Processing, Computer-Assisted Male Magnetic Resonance Imaging Middle Aged
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[Electroacupuncture Intervention Combined with Anesthetics for Analgesia and Post-surgical Gastrointestinal Recovery in Pneumectomy Patients].

Zhen ci yan jiu = Acupuncture research Dec 1, 2015
OBJECTIVE: To observe the effect of electroacupuncture (EA) stimulation of bilateral Taichong (LR 3), Yan-glingquan (GB 34), Waiguan (TE 5) and Chize (LU 5) on pain and post-surgical gastrointestinal reactions in patients undergoing pneumectomy.
beta-Endorphin Acupuncture Analgesia Anesthetics Adolescent Young Adult Aged Pneumonectomy Acupuncture Points Humans Adult Aged, 80 and over Postoperative Complications Electroacupuncture Female Male Lung Combined Modality Therapy Middle Aged Flurbiprofen Pain Management
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