AIMC Topic: Range of Motion, Articular

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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 Range of Motion, Articular Low Back Pain Lumbosacral Region Deep Learning Humans Spine Biomechanical Phenomena
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Telehealth-Enabled In-Home Elbow Rehabilitation for Brachial Plexus Injuries Using Deep-Reinforcement-Learning-Assisted Telepresence Robots.

Sensors (Basel, Switzerland) Feb 17, 2024
Due to damage to the network of nerves that regulate the muscles and feeling in the shoulder, arm, and forearm, brachial plexus injuries (BPIs) are known to significantly reduce the function and quality of life of affected persons. According to the W...
Humans Quality of Life Elbow Joint Telemedicine Range of Motion, Articular Brachial Plexus Treatment Outcome Robotics Elbow
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Machine learning can predict anterior elevation after reverse total shoulder arthroplasty: A new tool for daily outpatient clinic?

Musculoskeletal surgery Jan 24, 2024
The aim of the present study was to individuate and compare specific machine learning algorithms that could predict postoperative anterior elevation score after reverse shoulder arthroplasty surgery at different time points. Data from 105 patients wh...
Machine Learning Algorithms Retrospective Studies Female Humans Linear Models Shoulder Joint Arthroplasty, Replacement, Shoulder Aged Male Middle Aged Support Vector Machine Predictive Value of Tests Range of Motion, Articular
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A Novel Technique of Arthroscopic-Assisted Four-Corner Fusion and Robot-Assisted Fixation for Scaphoid Nonunion Advanced Collapse Wrist: A Single Case Study.

Orthopaedic surgery Dec 18, 2023
OBJECTIVE: Scaphoid nonunion advanced collapse (SNAC) is a relatively common and debilitating wrist disorder yet its treatment remains challenging and controversial. We aim to describe a novel technique of a dual arthroscopic and robotic assisted fou...
Range of Motion, Articular Wrist Joint Scaphoid Bone Arthrodesis Humans Middle Aged Retrospective Studies Robotics Male Wrist
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Prediction model of subacromial pain syndrome in assembly workers using shoulder range of motion and muscle strength based on support vector machine.

Ergonomics Dec 11, 2023
Subacromial pain syndrome (SAPS) is the most common upper-extremity musculoskeletal problem among workers. In this study, a machine learning model was built to predict and classify the presence or absence of SAPS in assembly workers with shoulder joi...
Muscle Strength Range of Motion, Articular Shoulder Joint Male Middle Aged Support Vector Machine Occupational Diseases Shoulder Impingement Syndrome Humans Young Adult Adult Machine Learning Female
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Minimally invasive percutaneous screw internal fixation under robot navigation for the treatment of a hamate bone fracture.

BMC musculoskeletal disorders Dec 1, 2023
PURPOSE: Hamate fractures are rare fractures of the wrist and there is still no consensus on the optimal treatment for these fractures, especially hook of hamate fractures. Herein, the authors present a case study of a series of patients who were tre...
Hand Injuries Wrist Injuries Retrospective Studies Bone Screws Treatment Outcome Range of Motion, Articular Fractures, Bone Radius Fractures Fracture Fixation, Internal Robotics Humans
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A deep learning system to monitor and assess rehabilitation exercises in home-based remote and unsupervised conditions.

Computers in biology and medicine Sep 18, 2023
In the domain of physical rehabilitation, the progress in machine learning and the availability of cost-effective motion capture technologies have paved the way for innovative systems capable of capturing human movements, automatically analyzing reco...
Humans Female Adult Exercise Therapy Male Range of Motion, Articular Deep Learning
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Evaluating adaptiveness of an active back exosuit for dynamic lifting and maximum range of motion.

Ergonomics Jul 23, 2023
Back exosuits deliver mechanical assistance to reduce the risk of back injury, however, minimising restriction is critical for adoption. We developed the adaptive impedance controller to minimise restriction while maintaining assistance by modulating...
Humans Range of Motion, Articular Exoskeleton Device Biomechanical Phenomena Lifting Muscle, Skeletal Robotics
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Shoulder Range of Motion Measurement Using Inertial Measurement Unit-Validation with a Robot Arm.

Sensors (Basel, Switzerland) Jun 6, 2023
The invention of inertial measurement units allowed the construction of sensors suitable for human motion tracking that are more affordable than expensive optical motion capture systems, but there are a few factors influencing their accuracy, such as...
Humans Biomechanical Phenomena Range of Motion, Articular Shoulder Robotics Movement Rotation Motion
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A Novel Mini-Invasive Technique of Arthroscopic-Assisted Reduction and Robot-Assisted Fixation for Trans-Scaphoid Perilunate Fracture Dislocations.

Orthopaedic surgery Mar 2, 2023
OBJECTIVE: Perilunate injuries are rare but devastating carpal injuries. The treatment of perilunate injuries remains challenging and contentious. This study aims to describe a novel mini-invasive surgical technique of arthroscopic-assisted reduction...
Lunate Bone Fracture Fixation, Internal Scaphoid Bone Adult Robotics Wrist Injuries Humans Male Osteoarthritis Fracture Dislocation Range of Motion, Articular Retrospective Studies Fractures, Bone Joint Dislocations Young Adult Hand Injuries
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