AIMC Topic: Standing Position

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The Impact of Human-Robot Collaboration Levels on Postural Stability During Working Tasks Performed While Standing: Experimental Study.

JMIR human factors Feb 27, 2025
BACKGROUND: The integration of collaborative robots (cobots) in industrial settings has the potential to enhance worker safety and efficiency by improving postural control and reducing biomechanical risk. Understanding the specific impacts of varying...
Female Young Adult Adult Humans Postural Balance Task Performance and Analysis Standing Position Biomechanical Phenomena Male Robotics
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Distinguishing the activity of flexor digitorum brevis and soleus across standing postures with deep learning models.

Gait & posture Dec 11, 2024
BACKGROUND: Electromyographic (EMG) recordings indicate that both the flexor digitorum brevis and soleus muscles contribute significantly to the control of standing balance, However, less is known about the adjustments in EMG activity of these two mu...
Standing Position Male Humans Deep Learning Muscle, Skeletal Young Adult Postural Balance Adult Electromyography
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Distinguishing among standing postures with machine learning-based classification algorithms.

Experimental brain research Nov 27, 2024
The purpose of our study was to evaluate the accuracy with which classification algorithms could distinguish among standing postures based on center-of-pressure (CoP) trajectories. We performed a secondary analysis of published data from three studie...
Postural Balance Standing Position Male Posture Machine Learning Algorithms Female Aged Adult Humans
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The Use of Wearable Sensors and Machine Learning Methods to Estimate Biomechanical Characteristics During Standing Posture or Locomotion: A Systematic Review.

Sensors (Basel, Switzerland) Nov 14, 2024
Balance deficits are present in a variety of clinical populations and can negatively impact quality of life. The integration of wearable sensors and machine learning technology (ML) provides unique opportunities to quantify biomechanical characterist...
Humans Wearable Electronic Devices Posture Postural Balance Neural Networks, Computer Machine Learning Biomechanical Phenomena Standing Position Locomotion
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Meta-heuristic optimization algorithms based feature selection for joint moment prediction of sit-to-stand movement using machine learning algorithms.

Computers in biology and medicine Jun 28, 2024
The sit-to-stand (STS) movement is fundamental in daily activities, involving coordinated motion of the lower extremities and trunk, which leads to the generation of joint moments based on joint angles and limb properties. Traditional methods for det...
Sitting Position Movement Male Standing Position Humans Machine Learning Algorithms Female Adult Biomechanical Phenomena
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MocapMe: DeepLabCut-Enhanced Neural Network for Enhanced Markerless Stability in Sit-to-Stand Motion Capture.

Sensors (Basel, Switzerland) May 10, 2024
This study examined the efficacy of an optimized DeepLabCut (DLC) model in motion capture, with a particular focus on the sit-to-stand (STS) movement, which is crucial for assessing the functional capacity in elderly and postoperative patients. This ...
Neural Networks, Computer Female Adult Biomechanical Phenomena Male Sitting Position Smartphone Humans Movement Standing Position Motion Capture
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Deep Learning Model to Evaluate Sensorimotor System Ability in Patients With Dizziness for Postural Control.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 22, 2024
Balanced posture without dizziness is achieved via harmonious coordination of visual, vestibular, and somatosensory systems. Specific frequency bands of center of pressure (COP) signals during quiet standing are closely related to the sensory inputs ...
Standing Position Dizziness Posture Postural Balance Humans Deep Learning
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Weight-shifting-based robot control system improves the weight-bearing rate and balance ability of the static standing position in hip osteoarthritis patients: a randomized controlled trial focusing on outcomes after total hip arthroplasty.

PeerJ May 17, 2023
BACKGROUND: After a total hip arthroplasty (THA), standing and walking balance are greatly affected in the early stages of recovery, so it is important to increase the weight-bearing amount (WBA) on the operated side. Sometimes, traditional treatment...
Weight-Bearing Humans Arthroplasty, Replacement, Hip Robotics Osteoarthritis, Hip Activities of Daily Living Standing Position
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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...
Humans Posture Standing Position Thigh Robotics Pain
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Deep Learning-Based Device-Free Localization Scheme for Simultaneous Estimation of Indoor Location and Posture Using FMCW Radars.

Sensors (Basel, Switzerland) Jun 12, 2022
Indoor device-free localization (DFL) systems are used in various Internet-of-Things applications based on human behavior recognition. However, the usage of camera-based intuitive DFL approaches is limited in dark environments and disaster situations...
Sitting Position Deep Learning Humans Posture Neural Networks, Computer Standing Position
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