AIMC Topic: Chronic Pain

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The Role and Applications of Artificial Intelligence in the Treatment of Chronic Pain.

Current pain and headache reports Jun 1, 2024
PURPOSE OF REVIEW: This review aims to explore the interface between artificial intelligence (AI) and chronic pain, seeking to identify areas of focus for enhancing current treatments and yielding novel therapies.
Precision Medicine Pain Management Chronic Pain Humans Artificial Intelligence
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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.
Chronic Pain Male Middle Aged Logistic Models Treatment Outcome Decision Trees Pain Management Risk Factors Humans Aged Machine Learning Adult Retrospective Studies Female
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Prognostic subgroups of chronic pain patients using latent variable mixture modeling within a supervised machine learning framework.

Scientific reports May 31, 2024
The present study combined a supervised machine learning framework with an unsupervised method, finite mixture modeling, to identify prognostically meaningful subgroups of diverse chronic pain patients undergoing interdisciplinary treatment. Question...
Prognosis Female Sweden Humans Middle Aged Surveys and Questionnaires Supervised Machine Learning Aged Adult Male Chronic Pain
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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.
Pain Management Chronic Pain Artificial Intelligence Humans Ethics, Medical Headache
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Utilizing machine learning to predict post-treatment outcomes in chronic non-specific neck pain patients undergoing cervical extension traction.

Scientific reports May 23, 2024
This study explored the application of machine learning in predicting post-treatment outcomes for chronic neck pain patients undergoing a multimodal program featuring cervical extension traction (CET). Pre-treatment demographic and clinical variables...
Cervical Vertebrae Humans Chronic Pain Traction Machine Learning Male Neck Pain Female Middle Aged Adult Treatment Outcome
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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.
Algorithms Support Vector Machine Pain Management Chronic Pain Humans Artificial Intelligence
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Robotic inguinal hernia repair: is the new Da Vinci single port platform providing any benefit?

Surgical endoscopy Oct 25, 2022
BACKGROUND: The utilization of the robot for inguinal hernia repairs has increased in the past years. The new Da Vinci Single Port (SP) system provides the benefits of single-incision procedures and might overcome the technical difficulties of previo...
Humans Prospective Studies Treatment Outcome Robotics Hernia, Inguinal Laparoscopy Surgical Mesh Robotic Surgical Procedures Chronic Pain Herniorrhaphy
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Development of a spontaneous pain indicator based on brain cellular calcium using deep learning.

Experimental & molecular medicine Aug 18, 2022
Chronic pain remains an intractable condition in millions of patients worldwide. Spontaneous ongoing pain is a major clinical problem of chronic pain and is extremely challenging to diagnose and treat compared to stimulus-evoked pain. Although extens...
Analgesics Calcium Chronic Pain Deep Learning Mice Humans Brain Animals
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Three-point mesh fixation in robot-assisted transabdominal preperitoneal (R-TAPP) repair of 208 inguinal hernias: preliminary results of a single-center consecutive series.

Langenbeck's archives of surgery May 18, 2022
PURPOSE: The aim of this study was to assess the efficacy of our mesh fixation technique in robot-assisted transabdominal preperitoneal inguinal hernia repair (R-TAPP). The primary outcome was the recurrence rate. Secondary outcomes were postoperativ...
Pain, Postoperative Humans Recurrence Robotics Treatment Outcome Chronic Pain Surgical Mesh Laparoscopy Herniorrhaphy Hernia, Inguinal
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Technical Feasibility of Supervision of Stretching Exercises by a Humanoid Robot Coach for Chronic Low Back Pain: The R-COOL Randomized Trial.

BioMed research international Mar 9, 2022
Adherence to exercise programs for chronic low back pain (CLBP) is a major issue. The R-COOL feasibility study evaluated humanoid robot supervision of exercise for CLBP. Aims are as follows: (1) compare stretching sessions between the robot and a phy...
Feasibility Studies Exercise Therapy Low Back Pain Exercise Humans Chronic Pain Robotics Prospective Studies Single-Blind Method
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