AIMC Topic: Low Back Pain

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Prediction Effects of Personal, Psychosocial, and Occupational Risk Factors on Low Back Pain Severity Using Artificial Neural Networks Approach in Industrial Workers.

Journal of manipulative and physiological therapeutics Jul 21, 2017
OBJECTIVES: This study aimed to provide an empirical model of predicting low back pain (LBP) by considering the occupational, personal, and psychological risk factor interactions in workers population employed in industrial units using an artificial ...
Severity of Illness Index Case-Control Studies Predictive Value of Tests Disability Evaluation Iran Occupational Health Psychology Low Back Pain Life Style Industry Female Occupational Diseases Risk Factors Adult Male Middle Aged Humans Neural Networks, Computer
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Recurrence quantification analysis and support vector machines for golf handicap and low back pain EMG classification.

Journal of electromyography and kinesiology : official journal of the International Society of Electrophysiological Kinesiology May 2, 2015
The quantification of non-linear characteristics of electromyography (EMG) must contain information allowing to discriminate neuromuscular strategies during dynamic skills. There are a lack of studies about muscle coordination under motor constrains ...
Humans Low Back Pain Golf Middle Aged Support Vector Machine Muscle, Skeletal Evaluation Studies as Topic Electromyography Female Aged Adult Male
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Robust Radiomic Signatures of Intervertebral Disc Degeneration From MRI.

Spine Dec 15, 2025
STUDY DESIGN: A retrospective analysis.
Humans Retrospective Studies Female Radiomics Male Lumbar Vertebrae Intervertebral Disc Degeneration Low Back Pain Finland Intervertebral Disc Middle Aged Deep Learning Cohort Studies Magnetic Resonance Imaging
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Clinical Efficacy of Multimodal Exercise Telerehabilitation Based on AI for Chronic Nonspecific Low Back Pain: Randomized Controlled Trial.

JMIR mHealth and uHealth May 22, 2025
BACKGROUND: Exercise therapy is strongly recommended as a treatment for chronic nonspecific low back pain (CNSLBP). However, therapist-guided exercise therapy requires significant medical resources. Ordinary digital telerehabilitation affects efficac...
Telerehabilitation Exercise Therapy Low Back Pain Chronic Pain Humans Artificial Intelligence Prospective Studies Female Adult Male Middle Aged Treatment Outcome Pain Measurement
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Segmentation of the thoracolumbar fascia in ultrasound imaging: a deep learning approach.

BMC medical imaging May 15, 2025
BACKGROUND: Only in recent years it has been demonstrated that the thoracolumbar fascia is involved in low back pain (LBP), thus highlighting its implications for treatments. Furthermore, an easily accessible and non-invasive way to investigate the f...
Humans Female Aged Ultrasonography Thoracic Vertebrae Lumbar Vertebrae Low Back Pain Fascia Adult Male Middle Aged Deep Learning
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A Multidimensional Regression Model for Predicting Recurrence in Chronic Low Back Pain.

European journal of pain (London, England) Mar 1, 2025
BACKGROUND: Recurrence is common in chronic low back pain (CLBP). However, predicting the recurrence risk remains a challenge. The aim is to develop and validate a machine learning tool to predict the recurrence risk in patients with CLBP by using mu...
Prospective Studies Prognosis Female Aged Adult Humans Machine Learning Recurrence Chronic Pain Male Middle Aged Logistic Models Low Back Pain
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Comparative analysis of machine learning models for efficient low back pain prediction using demographic and lifestyle factors.

Journal of back and musculoskeletal rehabilitation Jan 1, 2024
BACKGROUND: Low back pain (LBP) is one of the most frequently occurring musculoskeletal disorders, and factors such as lifestyle as well as individual characteristics are associated with LBP.
Low Back Pain Life Style Humans Machine Learning Republic of Korea Female Risk Factors Aged Male Middle Aged Nutrition Surveys
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Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes.

Journal of digital imaging Feb 1, 2018
Electronic medical record (EMR) systems provide easy access to radiology reports and offer great potential to support quality improvement efforts and clinical research. Harnessing the full potential of the EMR requires scalable approaches such as nat...
Radiology Lumbar Vertebrae Research Report Low Back Pain Reproducibility of Results Sensitivity and Specificity Magnetic Resonance Imaging Natural Language Processing Humans Prospective Studies
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A Machine Learning-based Surface Electromyography Topography Evaluation for Prognostic Prediction of Functional Restoration Rehabilitation in Chronic Low Back Pain.

Spine Nov 1, 2017
STUDY DESIGN: A retrospective study.
Middle Aged Support Vector Machine Prognosis Low Back Pain Humans Recovery of Function Retrospective Studies Physical Therapy Modalities Machine Learning Electromyography Female Chronic Pain Adult Male
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The effect of tramadol and tramadol + gabapentin combination in patients with lumbar disc herniation after epidural steroid injection.

Turkish journal of medical sciences Jan 1, 2015
BACKGROUND/AIM: To compare the effects of tramadol-only treatment and tramadol + gabapentin treatment in patients who had received an epidural steroid injection.
Cyclohexanecarboxylic Acids Gabapentin Triamcinolone Acetonide Visual Analog Scale Disability Evaluation Low Back Pain Male Humans Single-Blind Method Tramadol Middle Aged Prospective Studies Bupivacaine gamma-Aminobutyric Acid Glucocorticoids Female Lumbar Vertebrae Amines Anesthetics, Local Adult Analgesics Administration, Oral Injections, Epidural Drug Therapy, Combination Intervertebral Disc Displacement
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