AIMC Topic: Range of Motion, Articular

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Elbow Motion Trajectory Prediction Using a Multi-Modal Wearable System: A Comparative Analysis of Machine Learning Techniques.

Sensors (Basel, Switzerland) Jan 12, 2021
Motion intention detection is fundamental in the implementation of human-machine interfaces applied to assistive robots. In this paper, multiple machine learning techniques have been explored for creating upper limb motion prediction models, which ge...
Humans Machine Learning Algorithms Female Elbow Signal Processing, Computer-Assisted Electromyography Range of Motion, Articular Adult Biomechanical Phenomena Male Wearable Electronic Devices
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Estimation of kinematics from inertial measurement units using a combined deep learning and optimization framework.

Journal of biomechanics Jan 8, 2021
The difficulty of estimating joint kinematics remains a critical barrier toward widespread use of inertial measurement units in biomechanics. Traditional sensor-fusion filters are largely reliant on magnetometer readings, which may be disturbed in un...
Walking Gait Range of Motion, Articular Humans Biomechanical Phenomena Deep Learning
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Artificial intelligence prediction of the effect of rehabilitation in whiplash associated disorder.

PloS one Dec 17, 2020
The active cervical range of motion (aROM) is assessed by clinicians to inform their decision-making. Even with the ability of neck motion to discriminate injured from non-injured subjects, the mechanisms to explain recovery or persistence of WAD rem...
Adult Male Treatment Outcome Recovery of Function Humans Artificial Intelligence Female Range of Motion, Articular Whiplash Injuries
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Artificial Intelligence-Assisted motion capture for medical applications: a comparative study between markerless and passive marker motion capture.

Computer methods in biomechanics and biomedical engineering Dec 8, 2020
We aimed to determine whether artificial intelligence (AI)-assisted markerless motion capture software is useful in the clinical medicine and rehabilitation fields. Currently, it is unclear whether the AI-assisted markerless method can be applied to ...
Humans Artificial Intelligence Biomechanical Phenomena Male Ankle Joint Foot Gait Disorders, Neurologic Foot Orthoses Gait Exercise Test Motion Knee Joint Healthy Volunteers Walking Range of Motion, Articular
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Replicating dynamic humerus motion using an industrial robot.

PloS one Nov 9, 2020
Transhumeral percutaneous osseointegrated prostheses provide upper-extremity amputees with increased range of motion, more natural movement patterns, and enhanced proprioception. However, direct skeletal attachment of the endoprosthesis elevates the ...
Humerus Bone-Implant Interface Osseointegration Robotics Kinetics Humans Prosthesis Design Amputees Activities of Daily Living Biomechanical Phenomena Artificial Limbs Range of Motion, Articular
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Aerobic Fitness is a Predictor of Body Composition in Women With Breast Cancer at Diagnosis.

Clinical breast cancer Oct 9, 2020
BACKGROUND: The objective of this study was to investigate the relationship of aerobic fitness (AF) at diagnosis, before treatment and its relationship with body composition, physical function, lipidic profile, comorbidities, tumor characteristics, a...
Exercise Oxygen Consumption Breast Neoplasms Body Mass Index Humans Body Composition Muscle Strength Cross-Sectional Studies Female Physical Fitness Middle Aged Range of Motion, Articular Adult Quality of Life
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Characterization and wearability evaluation of a fully portable wrist exoskeleton for unsupervised training after stroke.

Journal of neuroengineering and rehabilitation Oct 7, 2020
BACKGROUND: Chronic hand and wrist impairment are frequently present following stroke and severely limit independence in everyday life. The wrist orientates and stabilizes the hand before and during grasping, and is therefore of critical importance i...
Robotics Equipment Design Stroke Activities of Daily Living Aged Male Middle Aged Range of Motion, Articular Exoskeleton Device Stroke Rehabilitation Wrist Joint Humans Female
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Kinematic Calibration of a Parallel 2-UPS/RRR Ankle Rehabilitation Robot.

Journal of healthcare engineering Sep 3, 2020
In order to better perform rehabilitation training on the ankle joint complex in the direction of dorsiflexion/plantarflexion and inversion/eversion, especially when performing the isokinetic muscle strength exercise, we need to calibrate the kinemat...
Reproducibility of Results Biomechanical Phenomena Muscle, Skeletal Muscle Strength Robotics Motion Range of Motion, Articular Humans Movement Calibration Ankle Ankle Joint Foot
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Golf Swing Segmentation from a Single IMU Using Machine Learning.

Sensors (Basel, Switzerland) Aug 10, 2020
Golf swing segmentation with inertial measurement units (IMUs) is an essential process for swing analysis using wearables. However, no attempt has been made to apply machine learning models to estimate and divide golf swing phases. In this study, we ...
Biomechanical Phenomena Male Range of Motion, Articular Movement Golf Humans Neural Networks, Computer Machine Learning
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Gait improvements by assisting hip movements with the robot in children with cerebral palsy: a pilot randomized controlled trial.

Journal of neuroengineering and rehabilitation Jul 3, 2020
BACKGROUND: Recently, rehabilitation robots are expected to improve the gait of cerebral palsy (CP) children. However, only few previous studies have reported the kinematic and kinetic changes by using wearable exoskeleton robots. The aim of this stu...
Exoskeleton Device Hip Joint Cerebral Palsy Movement Biomechanical Phenomena Male Humans Robotics Pilot Projects Female Gait Child Exercise Therapy Range of Motion, Articular
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