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Low Back Pain

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Computer Kinesiology: New Diagnostic and Therapeutic Tool for Lower Back Pain Treatment (Pilot Study).

BioMed research international Jan 1, 2020
The aim of this study was to demonstrate the effectiveness of the diagnostic and therapeutic medical information system Computer Kinesiology in physiotherapy in patients with low back pain who were not responding to conventional therapy. Computer Kin...
Young Adult Adult Male Middle Aged Case-Control Studies Humans Female Czech Republic Physical Therapy Modalities Kinesiology, Applied Primary Prevention Secondary Prevention Diagnosis, Computer-Assisted Pilot Projects Treatment Outcome Expert Systems Low Back Pain
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Multivariate resting-state functional connectivity predicts responses to real and sham acupuncture treatment in chronic low back pain.

NeuroImage. Clinical Jan 1, 2019
Despite the high prevalence and socioeconomic impact of chronic low back pain (cLBP), treatments for cLBP are often unsatisfactory, and effectiveness varies widely across patients. Recent neuroimaging studies have demonstrated abnormal resting-state ...
Middle Aged Prefrontal Cortex Magnetic Resonance Imaging Single-Blind Method Outcome Assessment, Health Care Humans Machine Learning Female Adult Male Chronic Pain Acupuncture Therapy Basal Ganglia Low Back Pain Placebos Cerebral Cortex Connectome
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Visual network alterations in brain functional connectivity in chronic low back pain: A resting state functional connectivity and machine learning study.

NeuroImage. Clinical Jan 1, 2019
Chronic low back pain (cLBP) is associated with widespread functional and structural changes in the brain. This study aims to investigate the resting state functional connectivity (rsFC) changes of visual networks in cLBP patients and the feasibility...
Nerve Net Visual Perception Young Adult Adult Male Middle Aged Cohort Studies Support Vector Machine Magnetic Resonance Imaging Low Back Pain Cerebral Cortex Connectome Humans Female
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Comparison of Natural Language Processing Rules-based and Machine-learning Systems to Identify Lumbar Spine Imaging Findings Related to Low Back Pain.

Academic radiology Nov 1, 2018
RATIONALE AND OBJECTIVES: To evaluate a natural language processing (NLP) system built with open-source tools for identification of lumbar spine imaging findings related to low back pain on magnetic resonance and x-ray radiology reports from four hea...
Cohort Studies Magnetic Resonance Imaging Natural Language Processing Radiography Lumbar Vertebrae Aged, 80 and over Low Back Pain Adult Sensitivity and Specificity Male Middle Aged Humans Machine Learning Female Aged
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Using a deep learning network to recognise low back pain in static standing.

Ergonomics Oct 1, 2018
Low back pain (LBP) remains one of the most prevalent musculoskeletal disorders, while algorithms that able to recognise LBP patients from healthy population using balance performance data are rarely seen. In this study, human balance and body sway p...
Motion Low Back Pain Standing Position Ergonomics Electromagnetic Phenomena Case-Control Studies Deep Learning ROC Curve Feasibility Studies Humans Biomechanical Phenomena Male Middle Aged
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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...
Humans Prospective Studies Reproducibility of Results Sensitivity and Specificity Magnetic Resonance Imaging Natural Language Processing Radiology Lumbar Vertebrae Research Report Low Back Pain
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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.
Humans Machine Learning Prognosis Retrospective Studies Female Adult Recovery of Function Male Electromyography Middle Aged Low Back Pain Support Vector Machine Physical Therapy Modalities Chronic Pain
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A novel approach to spinal 3-D kinematic assessment using inertial sensors: Towards effective quantitative evaluation of low back pain in clinical settings.

Computers in biology and medicine Oct 1, 2017
This paper presents a novel approach for evaluating LBP in various settings. The proposed system uses cost-effective inertial sensors, in conjunction with pattern recognition techniques, for identifying sensitive classifiers towards discriminate iden...
Male Middle Aged Support Vector Machine Low Back Pain Movement Humans Adult Biomechanical Phenomena
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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 Sep 1, 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 ...
Humans Life Style Neural Networks, Computer Occupational Health Occupational Diseases Female Severity of Illness Index Psychology Case-Control Studies Risk Factors Low Back Pain Predictive Value of Tests Adult Industry Disability Evaluation Male Iran Middle Aged
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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.
Gabapentin Triamcinolone Acetonide Single-Blind Method Male Bupivacaine Middle Aged Visual Analog Scale Tramadol Administration, Oral Lumbar Vertebrae Glucocorticoids gamma-Aminobutyric Acid Injections, Epidural Analgesics Anesthetics, Local Amines Drug Therapy, Combination Disability Evaluation Cyclohexanecarboxylic Acids Intervertebral Disc Displacement Low Back Pain Humans Prospective Studies Female Adult
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