AIMC Topic: Posture

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Time Efficiency and Ergonomic Assessment of a Robotic Wheelchair Transfer System.

Sensors (Basel, Switzerland) Nov 27, 2024
: Caregivers experience high rates of occupational injuries, especially during wheelchair transfers, which often result in back pain and musculoskeletal disorders due to the physical demands of lifting and repositioning. While mechanical floor lifts,...
Male Posture Robotics Young Adult Adult Biomechanical Phenomena Humans Wheelchairs Equipment Design Female Moving and Lifting Patients Range of Motion, Articular Ergonomics
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Concurrent validity and test reliability of the deep learning markerless motion capture system during the overhead squat.

Scientific reports Nov 27, 2024
Marker-based optical motion capture systems have been used as a cardinal vehicle to probe and understand the underpinning mechanism of human posture and movement, but it is time-consuming for complex and delicate data acquisition and analysis, labor-...
Deep Learning Posture Range of Motion, Articular Movement Adult Motion Capture Female Biomechanical Phenomena Reproducibility of Results Humans Male Young Adult
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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...
Humans Posture Postural Balance Standing Position Aged Adult Male Machine Learning Algorithms Female
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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...
Locomotion Posture Postural Balance Standing Position Biomechanical Phenomena Wearable Electronic Devices Humans Neural Networks, Computer Machine Learning
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Distance and Angle Insensitive Radar-Based Multi-Human Posture Recognition Using Deep Learning.

Sensors (Basel, Switzerland) Nov 13, 2024
Human posture recognition has a wide range of applicability in the detective and preventive healthcare industry. Recognizing posture through frequency-modulated continuous wave (FMCW) radar poses a significant challenge as the human subject is static...
Humans Algorithms Deep Learning Posture Radar
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Artificial intelligence driven clustering of blood pressure profiles reveals frailty in orthostatic hypertension.

Experimental physiology Nov 11, 2024
Gravity, an invisible but constant force , challenges the regulation of blood pressure when transitioning between postures. As physiological reserve diminishes with age, individuals grow more susceptible to such stressors over time, risking inadequat...
Female Aged Aged, 80 and over Humans Artificial Intelligence Machine Learning Frailty Blood Pressure Hypotension, Orthostatic Male Hypertension Posture
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Enhancing postural stability in musculoskeletal quadrupedal locomotion through tension feedback for CPG-based controller.

Bioinspiration & biomimetics Nov 7, 2024
A central pattern generator (CPG)-based controller enhances the adaptability of quadrupedal locomotion, for example, by controlling the trunk posture. The conventional CPG-based controllers with attitude control often utilized the posture angle as fe...
Animals Locomotion Humans Posture Proprioception Robotics Computer Simulation Central Pattern Generators Muscle, Skeletal Postural Balance Biomechanical Phenomena Models, Biological
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A machine learning approach for the design optimization of a multiple magnetic and inertial sensors wearable system for the spine mobility assessment.

Journal of neuroengineering and rehabilitation Nov 5, 2024
BACKGROUND: Recently, magnetic and inertial measurement units (MIMU) based systems have been applied in the spine mobility assessment; this evaluation is essential in the clinical practice for diagnosis and treatment evaluation. The available systems...
Wearable Electronic Devices Adult Range of Motion, Articular Humans Posture Male Movement Machine Learning Spine Middle Aged Spondylitis, Ankylosing Female
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Adaptive FPGA-Based Accelerators for Human-Robot Interaction in Indoor Environments.

Sensors (Basel, Switzerland) Oct 30, 2024
This study addresses the challenges of human-robot interactions in real-time environments with adaptive field-programmable gate array (FPGA)-based accelerators. Predicting human posture in indoor environments in confined areas is a significant challe...
Humans Posture Robotics Algorithms
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MPE-HRNet: A Lightweight High-Resolution Network for Multispecies Animal Pose Estimation.

Sensors (Basel, Switzerland) Oct 26, 2024
Animal pose estimation is crucial for animal health assessment, species protection, and behavior analysis. It is an inevitable and unstoppable trend to apply deep learning to animal pose estimation. In many practical application scenarios, pose estim...
Algorithms Animals Deep Learning Posture Neural Networks, Computer
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