AIMC Topic: Pain Management

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Development and validation of machine learning models for predicting post-cesarean pain and individualized pain management strategies: a multicenter study.

BMC anesthesiology Apr 10, 2025
BACKGROUND: Effective management of postoperative pain remains a significant challenge in obstetric care due to the variability in pain perception and response influenced by physical, medical, and psychosocial factors. Current standardized pain manag...
Machine Learning Pregnancy Female Humans Ketamine Analgesia, Patient-Controlled Pain Management Adult Pain, Postoperative Cesarean Section
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Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach.

JMIR medical informatics Mar 28, 2025
BACKGROUND: Chronic pain is a complex condition that affects more than a quarter of people worldwide. The development and progression of chronic pain are unique to each individual due to the contribution of interacting biological, psychological, and ...
Chronic Pain Ontario Mobile Applications Pain Management Hospitals, General Pain Measurement Male Middle Aged Surveys and Questionnaires Aged Humans Adult Prognosis Female Machine Learning
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The need for epistemic humility in AI-assisted pain assessment.

Medicine, health care, and philosophy Mar 15, 2025
It has been difficult historically for physicians, patients, and philosophers alike to quantify pain given that pain is commonly understood as an individual and subjective experience. The process of measuring and diagnosing pain is often a fraught an...
Knowledge Trust Pain Measurement Pain Management Humans Artificial Intelligence
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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 Animals Pain Brain
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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...
Electrophysiology Humans Postpartum Period Medicine, Chinese Traditional Pain Natural Language Processing Female Pain Management
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Effectiveness of social robots in improving psychological well-being of hospitalised children: A systematic review and meta-analysis.

Journal of pediatric nursing Feb 17, 2025
AIM: To evaluate the effectiveness of social robots in reducing pain, stress, and anxiety among hospitalised children.
Humans Female Infant Anxiety Male Psychological Well-Being Child Child, Hospitalized Stress, Psychological Robotics Child, Preschool Pain Management
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Ethical Considerations in the Use of Artificial Intelligence in Pain Medicine.

Current pain and headache reports Jan 6, 2025
Although the integration of artificial intelligence (AI) into medicine and healthcare holds transformative potential, significant challenges must be necessarily addressed. This technological innovation requires a commitment to ethical principles. Key...
Humans Artificial Intelligence Pain Management
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Design and Evaluation of Augmented Reality-Enhanced Robotic System for Epidural Interventions.

Sensors (Basel, Switzerland) Dec 13, 2024
The epidural injection is a medical intervention to inject therapeutics directly into the vicinity of the spinal cord for pain management. Because of its proximity to the spinal cord, imprecise insertion of the needle may result in irreversible damag...
Injections, Epidural Pain Management Robotics Humans Equipment Design Augmented Reality
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Data - Knowledge driven machine learning model for cancer pain medication decisions.

International journal of medical informatics Nov 29, 2024
BACKGROUND: Cancer pain is one of the most common symptoms in cancer patients, and drug decision-making in cancer pain management remains challenges. This study aims to develop machine learning models using real-world clinical data and prior knowledg...
Middle Aged Neoplasms Pain Management Algorithms Cancer Pain Humans Female Decision Support Systems, Clinical Machine Learning Male
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Artificial intelligence and pain medicine education: Benefits and pitfalls for the medical trainee.

Pain practice : the official journal of World Institute of Pain Nov 26, 2024
OBJECTIVES: Artificial intelligence (AI) represents an exciting and evolving technology that is increasingly being utilized across pain medicine. Large language models (LLMs) are one type of AI that has become particularly popular. Currently, there i...
Pilot Projects Clinical Competence Pain Management Education, Medical Humans Artificial Intelligence
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