AIMC Topic: Pain Management

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Predicting Chronic Pain and Treatment Outcomes Using Machine Learning Models Based on High-dimensional Clinical Data From a Large Retrospective Cohort.

Clinical therapeutics May 31, 2024
PURPOSE: To identify factors and indicators that affect chronic pain and pain relief, and to develop predictive models using machine learning.
Humans Pain Management Chronic Pain Treatment Outcome Decision Trees Aged Female Adult Risk Factors Middle Aged Machine Learning Logistic Models Retrospective Studies Male
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The Ethical Stewardship of Artificial Intelligence in Chronic Pain and Headache: A Narrative Review.

Current pain and headache reports May 29, 2024
PURPOSE OF REVIEW: As artificial intelligence (AI) and machine learning (ML) are becoming more pervasive in medicine, understanding their ethical considerations for chronic pain and headache management is crucial for optimizing their safety.
Humans Headache Pain Management Chronic Pain Artificial Intelligence Ethics, Medical
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Cracking the Chronic Pain code: A scoping review of Artificial Intelligence in Chronic Pain research.

Artificial intelligence in medicine Mar 21, 2024
OBJECTIVE: The aim of this review is to identify gaps and provide a direction for future research in the utilization of Artificial Intelligence (AI) in chronic pain (CP) management.
Humans Artificial Intelligence Pain Management Chronic Pain Algorithms Support Vector Machine
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Applications of Artificial Intelligence in Pain Medicine.

Current pain and headache reports Feb 12, 2024
PURPOSE OF REVIEW: This review explores the current applications of artificial intelligence (AI) in the field of pain medicine with a focus on machine learning.
Pain Pain Management Artificial Intelligence Analgesics Humans
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Analgesia quality index improves the quality of postoperative pain management: a retrospective observational study of 14,747 patients between 2014 and 2021.

BMC anesthesiology Aug 19, 2023
BACKGROUND: The application of artificial intelligence patient-controlled analgesia (AI-PCA) facilitates the remote monitoring of analgesia management, the implementation of mobile ward rounds, and the automatic recording of all types of key data in ...
Analgesia, Patient-Controlled Pain Management Databases, Factual Humans Pain, Postoperative Artificial Intelligence
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[Application possibilities of digital tools in postoperative pain therapy].

Schmerz (Berlin, Germany) Jul 10, 2023
BACKGROUND: Recently, digital tools, such as smartphone-based applications and the use of artificial intelligence have increasingly found their way into pain medicine. This could enable new treatment approaches in postoperative pain management. There...
Artificial Intelligence Mobile Applications Pain Management Pain, Postoperative Humans Documentation
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Robot-assisted percutaneous balloon compression for trigeminal neuralgia- preliminary experiences.

BMC neurology Apr 22, 2023
OBJECTIVES: This study aims to discuss the availability of robot-assisted percutaneous balloon compression (PBC) for trigeminal neuralgia (TN) and share our preliminary experiences.
Humans Retrospective Studies Robotics Facial Pain Treatment Outcome Pain Management Hypesthesia Trigeminal Neuralgia
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Machine Learning and Pain Outcomes.

Neurosurgery clinics of North America May 25, 2022
Machine learning (ML) is an increasingly popular method of data analysis that has meaningful application within the realm of pain management. Current research has used this technique as a tool to refine patient selection for more invasive pain manage...
Pain Pain Management Machine Learning Biomarkers Humans
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Study on Automatic Multi-Classification of Spine Based on Deep Learning and Postoperative Infection Screening.

Journal of healthcare engineering Mar 22, 2022
The preoperative qualitative and hierarchical diagnosis of intervertebral foramen stenosis is very important for clinicians to explore the effect of multimodal analgesia nursing on pain control after spinal fusion and to formulate treatment strategie...
Humans Deep Learning Pain Management Analgesia Pain, Postoperative Spine
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Rectus sheath block for acute pain management after robot-assisted prostatectomy.

Asian journal of surgery Nov 17, 2021
BACKGROUND: Robot-assisted laparoscopic prostatectomy (RALP) is a favored surgical approach for treating prostate cancer. However, RALP does not decrease postoperative pain significantly despite its minimal invasiveness. The pain associated with robo...
Prostatectomy Robotics Male Rectus Abdominis Humans Pain, Postoperative Ultrasonography, Interventional Nerve Block Analgesics, Opioid Prospective Studies Pain Management
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