AIMC Topic: Brachial Plexus Neuropathies

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A Deep Learning Approach for Nerve Injury Classification in Brachial Plexopathies Using Magnetic Resonance Neurography with Modified Hiking Optimization Algorithm.

Academic radiology Apr 28, 2025
RATIONALE AND OBJECTIVES: Brachial plexopathies (BPs) encompass a complex spectrum of nerve injuries affecting motor and sensory function in the upper extremities. Diagnosis is challenging due to the intricate anatomy and symptom overlap with other n...
Male Middle Aged Female Adult Image Interpretation, Computer-Assisted Brachial Plexus Deep Learning Magnetic Resonance Imaging Humans Algorithms Brachial Plexus Neuropathies Peripheral Nerve Injuries
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Non-traumatic brachial plexopathy identification from routine MRIs: Retrospective studies with deep learning networks.

European journal of radiology Sep 18, 2024
PURPOSE: This study aims to seek an optimized deep learning model for differentiating non-traumatic brachial plexopathy from routine MRI scans.
Diagnosis, Differential Brachial Plexus Neuropathies Deep Learning Magnetic Resonance Imaging Male Middle Aged Retrospective Studies Female Aged Adult Humans
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Abnormal Brachial Plexus Differentiation from Routine Magnetic Resonance Imaging: An AI-based Approach.

Neuroscience Mar 21, 2024
Automatic abnormality identification of brachial plexus (BP) from normal magnetic resonance imaging to localize and identify a neurologic injury in clinical practice (MRI) is still a novel topic in brachial plexopathy. This study developed and evalua...
Machine Learning Female Adult Male Humans Artificial Intelligence Brachial Plexus Neuropathies Magnetic Resonance Imaging Brachial Plexus
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Intensive upper limb therapy including a robotic device after surgically repaired brachial plexus injury: a case study.

European journal of physical and rehabilitation medicine May 15, 2019
Humans Adult Upper Extremity Brachial Plexus Male Rehabilitation Brachial Plexus Neuropathies Robotics
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A Pilot Study on Fabric-Based Pneumatic Soft Gloves for Assisting Patients With Severe Brachial Plexus Injury.

IEEE transactions on bio-medical engineering Nov 1, 2025
OBJECTIVE: Robotic gloves show promise in hand assistance due to their wearability and home-based potential, yet empirical research remains limited. This pilot study presents a fabric-based pneumatic soft glove, aiming to identify its potential and c...
Equipment Design Young Adult Hand Adult Humans Male Pilot Projects Brachial Plexus Female Middle Aged Robotics Electromyography Textiles Activities of Daily Living Brachial Plexus Neuropathies
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Robotic rehabilitation training with a newly developed upper limb single-joint Hybrid Assistive Limb (HAL-SJ) for elbow flexor reconstruction after brachial plexus injury: A report of two cases.

Journal of orthopaedic surgery (Hong Kong) Jan 1, 2018
This study aimed to evaluate the effectiveness and safety of using the upper limb single-joint Hybrid Assistive Limb (upper limb HAL-SJ) during elbow flexion training following elbow flexor reconstruction for brachial plexus injury (BPI). We present ...
Brachial Plexus Brachial Plexus Neuropathies Robotics Range of Motion, Articular Elbow Joint Humans Male Self-Help Devices Adult Middle Aged
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