AIMC Topic: Musculoskeletal Diseases

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Improving Workers' Musculoskeletal Health During Human-Robot Collaboration Through Reinforcement Learning.

Human factors May 22, 2023
OBJECTIVE: This study aims to improve workers' postures and thus reduce the risk of musculoskeletal disorders in human-robot collaboration by developing a novel model-free reinforcement learning method.
Robotics Occupational Health Male Posture Man-Machine Systems Humans Occupational Diseases Adult Musculoskeletal Diseases Reinforcement, Psychology Ergonomics
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Use of artificial neural networks in the prognosis of musculoskeletal diseases-a scoping review.

BMC musculoskeletal disorders Feb 1, 2023
To determine the current evidence on artificial neural network (ANN) in prognostic studies of musculoskeletal diseases (MSD) and to assess the accuracy of ANN in predicting the prognosis of patients with MSD. The scoping review was reported under the...
Logistic Models Musculoskeletal Diseases Neural Networks, Computer Prognosis Humans
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SAM-X: sorting algorithm for musculoskeletal x-ray radiography.

European radiology Oct 29, 2022
OBJECTIVE: To develop a two-phased deep learning sorting algorithm for post-X-ray image acquisition in order to facilitate large musculoskeletal image datasets according to their anatomical entity.
Humans Deep Learning Radiography Musculoskeletal Diseases Algorithms Retrospective Studies X-Rays
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Synthetic CT in Musculoskeletal Disorders: A Systematic Review.

Investigative radiology Aug 29, 2022
Repeated computed tomography (CT) examinations increase patients' ionizing radiation exposure and health costs, making an alternative method desirable. Cortical and trabecular bone, however, have short T2 relaxation times, causing low signal intensit...
Musculoskeletal Diseases Tomography, X-Ray Computed Magnetic Resonance Imaging Humans Artificial Intelligence
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Narrative Review of Machine Learning in Rheumatic and Musculoskeletal Diseases for Clinicians and Researchers: Biases, Goals, and Future Directions.

The Journal of rheumatology Jul 15, 2022
There has been rapid growth in the use of artificial intelligence (AI) analytics in medicine in recent years, including in rheumatic and musculoskeletal diseases (RMDs). Such methods represent a challenge to clinicians, patients, and researchers, giv...
Musculoskeletal Diseases Goals Machine Learning Bias Humans Artificial Intelligence
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Reduction in Acquisition Time and Improvement in Image Quality in T2-Weighted MR Imaging of Musculoskeletal Tumors of the Extremities Using a Novel Deep Learning-Based Reconstruction Technique in a Turbo Spin Echo (TSE) Sequence.

Tomography (Ann Arbor, Mich.) Jul 6, 2022
Background: The aim of this study was to assess the technical feasibility and the impact on image quality and acquisition time of a deep learning-accelerated fat-saturated T2-weighted turbo spin echo sequence in musculoskeletal imaging of the extremi...
Humans Aged Deep Learning Magnetic Resonance Imaging Artifacts Middle Aged Aged, 80 and over Extremities Adult Neoplasms Musculoskeletal Diseases
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Evolution of the biomechanical dimension of the professional gestures of grinders when using a collaborative robot.

International journal of occupational safety and ergonomics : JOSE May 24, 2022
Using a cobot could relieve workers of strenuous and repetitive tasks while preserving their expertise. To understand the consequences of using a cobot on the occurrence of musculoskeletal disorders (MSDs), within a theoretical framework based on act...
Ergonomics Occupational Diseases Robotics Musculoskeletal Diseases Humans Gestures
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Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges.

Arthritis research & therapy Mar 11, 2022
Histopathology is widely used to analyze clinical biopsy specimens and tissues from pre-clinical models of a variety of musculoskeletal conditions. Histological assessment relies on scoring systems that require expertise, time, and resources, which c...
Image Processing, Computer-Assisted Musculoskeletal Diseases Humans Machine Learning
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Editorial for "Deep Learning Assisted Diagnosis of Musculoskeletal Tumors Based Upon Contrast-Enhanced Magnetic Resonance Imaging".

Journal of magnetic resonance imaging : JMRI Dec 22, 2021
Image Interpretation, Computer-Assisted Musculoskeletal Diseases Humans Deep Learning Neoplasms Magnetic Resonance Imaging
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A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders.

Sensors (Basel, Switzerland) Aug 2, 2021
The change from face-to-face work to teleworking caused by the pandemic has induced multiple workers to spend more time than usual in front of a computer; in addition, the sudden installation of workstations in homes means that not all of them meet t...
Occupational Diseases Posture Teleworking Musculoskeletal Diseases Humans Deep Learning
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