AIMC Topic: Posture

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System Based on Artificial Intelligence Edge Computing for Detecting Bedside Falls and Sleep Posture.

IEEE journal of biomedical and health informatics Jun 30, 2023
Bedside falls and pressure ulcers are crucial issues in geriatric care. Although many bedside monitoring systems have been proposed, they are limited by the computational complexity of their algorithms. Moreover, most of the data collected by the sen...
Humans Neural Networks, Computer Artificial Intelligence Posture Sleep Cloud Computing Algorithms Aged
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Machine learning based canine posture estimation using inertial data.

PloS one Jun 21, 2023
The aim of this study was to design a new canine posture estimation system specifically for working dogs. The system was composed of Inertial Measurement Units (IMUs) that are commercially available, and a supervised learning algorithm which was deve...
Random Forest Animals Machine Learning Dogs Posture Walking Algorithms
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Ergonomic investigations on novel dynamic postural estimator using blaze pose and transfer learning.

Ergonomics Jun 9, 2023
The aim is to develop a computer-based assessment model for novel dynamic postural evaluation using RULA. The present study proposed a camera-based, three-dimensional (3D) dynamic human pose estimation model using 'BlazePose' with a data set of 50,00...
Humans Posture Machine Learning Ergonomics Learning Neural Networks, Computer
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Visual Gait Analysis Based on UE4.

Sensors (Basel, Switzerland) Jun 9, 2023
With the development of artificial intelligence technology, virtual reality technology has been widely used in the medical and entertainment fields, as well as other fields. This study is supported by the 3D modeling platform in UE4 platform technolo...
Humans Artificial Intelligence Gait Analysis Gait Motion Biomechanical Phenomena Posture
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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.
Occupational Health Musculoskeletal Diseases Ergonomics Posture Robotics Reinforcement, Psychology Man-Machine Systems Occupational Diseases Adult Male Humans
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Diagnostic posture control system for seated-style echocardiography robot.

International journal of computer assisted radiology and surgery Mar 7, 2023
PURPOSE: Conventional robotic ultrasound systems were utilized with patients in supine positions. Meanwhile, the limitation of the systems is that it is difficult to evacuate the patients in case of emergency (e.g., patient discomfort and system fail...
Postural Balance Sitting Position Posture Robotics Humans Echocardiography
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Automated postural asymmetry assessment in infants neurodevelopmental evaluation using novel video-based features.

Computer methods and programs in biomedicine Mar 5, 2023
BACKGROUND AND OBJECTIVE: Neurodevelopmental assessment enables the identification of infant developmental disorders in the first months of life. Thus, the appropriate therapy can be initiated promptly, increasing the chances for correct motor functi...
Algorithms Infant Posture Movement Diagnosis, Computer-Assisted Humans Artificial Intelligence
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A 3-DoF robotic platform for the rehabilitation and assessment of reaction time and balance skills of MS patients.

PloS one Feb 24, 2023
The central nervous system (CNS) exploits anticipatory (APAs) and compensatory (CPAs) postural adjustments to maintain the balance. The postural adjustments comprising stability of the center of mass (CoM) and the pressure distribution of the body in...
Postural Balance Robotic Surgical Procedures Multiple Sclerosis Humans Reaction Time Muscle Contraction Posture Electromyography Muscle, Skeletal Robotics
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In-Bed Posture Classification Using Deep Neural Network.

Sensors (Basel, Switzerland) Feb 22, 2023
In-bed posture monitoring has become a prevalent area of research to help minimize the risk of pressure sore development and to increase sleep quality. This paper proposed 2D and 3D Convolutional Neural Networks, which are trained on images and video...
Movement Pressure Ulcer Humans Posture Neural Networks, Computer Hospitals Sleep
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Quantification of Comfort for the Development of Binding Parts in a Standing Rehabilitation Robot.

Sensors (Basel, Switzerland) Feb 16, 2023
Human-machine interfaces (HMI) refer to the physical interaction between a user and rehabilitation robots. A persisting excessive load leads to soft tissue damage, such as pressure ulcers. Therefore, it is necessary to define a comfortable binding pa...
Posture Thigh Humans Standing Position Robotics Pain
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