AIMC Topic: Low Back Pain

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Machine learning-based automated scan prescription of lumbar spine MRI acquisitions.

Magnetic resonance imaging Apr 3, 2024
PURPOSE: High quality scan prescription that optimally covers the area of interest with scan planes aligned to relevant anatomical structures is crucial for error-free radiologic interpretation. The goal of this project was to develop a machine learn...
Female Adult Male Machine Learning Software Middle Aged Lumbar Vertebrae Image Processing, Computer-Assisted Healthy Volunteers Magnetic Resonance Imaging Low Back Pain Humans Neural Networks, Computer
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Dynamic assessment of spine movement patterns using an RGB-D camera and deep learning.

Journal of biomechanics Feb 22, 2024
In clinical practice, functional limitations in patients with low back pain are subjectively assessed, potentially leading to misdiagnosis and prolonged pain. This paper proposes an objective deep learning (DL) markerless motion capture system that u...
Movement Biomechanical Phenomena Deep Learning Spine Range of Motion, Articular Low Back Pain Humans Lumbosacral Region
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Reply to Letter-to-the-Editor on ChatGPT for the Diagnosis and Treatment of Low Back Pain: A Comparative Analysis.

Spine Feb 19, 2024
Artificial Intelligence Low Back Pain Humans
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Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire.

Computers in biology and medicine Feb 19, 2024
BACKGROUND: Health-related patient-reported outcomes (HR-PROs) are crucial for assessing the quality of life among individuals experiencing low back pain. However, manual data entry from paper forms, while convenient for patients, imposes a considera...
Humans Quality of Life Deep Learning Surveys and Questionnaires Back Pain Orthopedics Japan Low Back Pain
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Deep learning-accelerated image reconstruction in back pain-MRI imaging: reduction of acquisition time and improvement of image quality.

La Radiologia medica Feb 13, 2024
INTRODUCTION: Low back pain is a global health issue causing disability and missed work days. Commonly used MRI scans including T1-weighted and T2-weighted images provide detailed information of the spine and surrounding tissues. Artificial intellige...
Low Back Pain Lumbar Vertebrae Artifacts Artificial Intelligence Retrospective Studies Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Humans
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Machine Learning Models for Low Back Pain Detection and Factor Identification: Insights From a 6-Year Nationwide Survey.

The journal of pain Feb 10, 2024
This study aimed to enhance performance, identify additional predictors, and improve the interpretability of biopsychosocial machine learning models for low back pain (LBP). Using survey data from a 6-year nationwide study involving 17,609 adults age...
Humans Machine Learning Middle Aged Exercise Nutrition Surveys Female Aged Male Low Back Pain
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The Success of Deep Learning Modalities in Evaluating Modic Changes.

World neurosurgery Feb 1, 2024
BACKGROUND: Modic changes are pathologies that are common in the population and cause low back pain. The aim of the study is to analyze the modic changes detected in magnetic resonance imaging (MRI) using deep learning modalities.
Deep Learning Lumbosacral Region Humans Neural Networks, Computer Magnetic Resonance Imaging Female Low Back Pain Male
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Da Vinci Meets Globus Excelsius GPS: A Totally Robotic Minimally Invasive Anterior and Posterior Lumbar Fusion.

World neurosurgery Sep 13, 2023
BACKGROUND: Minimally invasive approaches to the spine via anterior and posterior approaches have been increasing in popularity, culminating in the development of robot-assisted spinal fusions. The da Vinci surgical robot has been used for anterior l...
Treatment Outcome Robotics Minimally Invasive Surgical Procedures Humans Low Back Pain Retrospective Studies Aged Pedicle Screws Male Robotic Surgical Procedures Spondylolisthesis Spinal Fusion Lumbar Vertebrae
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Availability, Quality, and Evidence-Based Content of mHealth Apps for the Treatment of Nonspecific Low Back Pain in the German Language: Systematic Assessment.

JMIR mHealth and uHealth Sep 13, 2023
BACKGROUND: Nonspecific low back pain (NSLBP) carries significant socioeconomic relevance and leads to substantial difficulties for those who are affected by it. The effectiveness of app-based treatments has been confirmed, and clinicians are recomme...
Low Back Pain Language Australia Exercise Therapy Humans Artificial Intelligence
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LSS-VGG16: Diagnosis of Lumbar Spinal Stenosis With Deep Learning.

Clinical spine surgery Jan 20, 2023
STUDY DESIGN: This was a retrospective study.
Spinal Stenosis Deep Learning Low Back Pain Humans Intervertebral Disc Displacement Constriction, Pathologic Retrospective Studies Lumbar Vertebrae
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