AIMC Topic: Neck Pain

Clear Filters Showing 11 to 14 of 14 articles

Machine learning versus logistic regression for prognostic modelling in individuals with non-specific neck pain.

European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society Mar 30, 2022
PURPOSE: Prognostic models play an important clinical role in the clinical management of neck pain disorders. No study has compared the performance of modern machine learning (ML) techniques, against more traditional regression techniques, when devel...
Humans Neural Networks, Computer Prognosis Logistic Models Machine Learning Neck Pain
View on PubMed DOI

Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking.

PloS one Jun 21, 2021
Neuromuscular impairments are frequently observed in patients with chronic neck pain (CNP). This study uniquely investigates whether changes in neck muscle synergies detected during gait are sensitive enough to differentiate between people with and w...
Neck Pain Musculoskeletal System Neck Muscles Paraspinal Muscles Chronic Pain Superficial Back Muscles Gait Support Vector Machine Models, Theoretical Humans Walking Female Electromyography Young Adult Algorithms Male Adult
View on PubMed DOI

Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach.

Scientific reports Oct 8, 2020
Prognostic models play an important role in the clinical management of cervical radiculopathy (CR). No study has compared the performance of modern machine learning techniques, against more traditional stepwise regression techniques, when developing ...
Middle Aged Orthopedic Procedures Models, Theoretical Postoperative Period Male Neck Pain Cervical Vertebrae Prognosis Radiculopathy Machine Learning Adult Recovery of Function Prospective Studies Humans Female
View on PubMed DOI

Effects of an artificial intelligence-based exercise program on pain intensity and disability in patients with neck pain compared with group exercise therapy: A cohort study.

Journal of bodywork and movement therapies Jun 1, 2025
OBJECTIVES: This study compares the effects of an artificial intelligence app-based exercise program with group exercise therapy on pain intensity and neck-related disability in patients with neck pain.
Cohort Studies Mobile Applications Middle Aged Female Exercise Therapy Neck Pain Male Humans Disability Evaluation Adult Artificial Intelligence Pain Measurement
View on PubMed DOI
Popular Topics
Recent Journals