AIMC Topic: Wrist Fractures

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Individual muscle strengths in rehabilitation outcomes of distal radius fracture.

Journal of neuroengineering and rehabilitation Jun 24, 2025
BACKGROUND: Distal radius fractures (DRFs) are common fracture types and elderly patients often struggle to achieve functional recovery, which could be overcome by precise rehabilitation. This study aims to develop an innovative approach for acquirin...
Electromyography Aged Adult Male Humans Radius Fractures Middle Aged Neural Networks, Computer Muscle Strength Dynamometer Female Treatment Outcome Wrist Fractures Hand Strength Muscle, Skeletal Muscle Strength
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Automatic ultrasound image alignment for diagnosis of pediatric distal forearm fractures.

International journal of computer assisted radiology and surgery May 2, 2025
PURPOSE: The study aims to develop an automatic method to align ultrasound images of the distal forearm for diagnosing pediatric fractures. This approach seeks to bypass the reliance on X-rays for fracture diagnosis, thereby minimizing radiation expo...
Wrist Fractures Male Deep Learning Child, Preschool Child Ultrasonography Radius Fractures Ulna Fractures Forearm Injuries Humans Female Reproducibility of Results
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Machine learning-based prediction of the necessity for the surgical treatment of distal radius fractures.

Journal of orthopaedic surgery and research Apr 26, 2025
BACKGROUND: Treatments for distal radius fractures (DRFs) are determined by various factors. Therefore, quantitative or qualitative tools have been introduced to assist in deciding the treatment approach. This study aimed to develop a machine learnin...
Male Middle Aged Radiography Radius Fractures Female Aged Adult Wrist Fractures Humans Machine Learning
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Single Joint Hybrid Assistive Limb (HAL-SJ) robotic exoskeleton therapy in improving functional outcomes among workers with wrist fractures: Study protocol for a randomized controlled trial.

PloS one Apr 24, 2025
INTRODUCTION: Robotic technologies have been developed for motor rehabilitation and such robots have shown favourable results when compared with equivalent doses of usual clinical therapy. Recently, robotic interventions have been suggested to be app...
Humans Robotics Range of Motion, Articular Exoskeleton Device Wrist Injuries Treatment Outcome Wrist Fractures Fractures, Bone Hand Strength Recovery of Function Female Adult Male Middle Aged
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A Neural Network Model for Intelligent Classification of Distal Radius Fractures Using Statistical Shape Model Extraction Features.

Orthopaedic surgery Apr 3, 2025
OBJECTIVE: Distal radius fractures account for 12%-17% of all fractures, with accurate classification being crucial for proper treatment planning. Studies have shown that in emergency settings, the misdiagnosis rate of hand/wrist fractures can reach ...
Female Aged Adult Male Humans Neural Networks, Computer Tomography, X-Ray Computed Wrist Fractures Middle Aged Models, Statistical Radius Fractures
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An open source convolutional neural network to detect and localize distal radius fractures on plain radiographs.

European journal of trauma and emergency surgery : official publication of the European Trauma Society Jan 17, 2025
PURPOSE: Distal radius fractures (DRFs) are often initially assessed by junior doctors under time constraints, with limited supervision, risking significant consequences if missed. Convolutional Neural Networks (CNNs) can aid in diagnosing fractures....
Convolutional Neural Networks Radiography Radius Fractures Trauma Centers Wrist Injuries Wrist Fractures Aged, 80 and over Adult Male Middle Aged Retrospective Studies Female Aged Humans Neural Networks, Computer Algorithms
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A new distal radius fracture classification depending on the specific fragments through machine learning clustering method.

BMC musculoskeletal disorders Dec 30, 2024
PURPOSES: The objective of this study was to investigate intra-articular distal radius fractures, aiming to provide a comprehensive analysis of fracture patterns and discuss the corresponding treatment strategies for each pattern.
Radiography Range of Motion, Articular Bone Plates Radius Fractures Intra-Articular Fractures Wrist Joint Wrist Fractures Follow-Up Studies Fracture Fixation, Internal Cluster Analysis Hand Strength Male Middle Aged Treatment Outcome Aged Aged, 80 and over Young Adult Adult Humans Machine Learning Retrospective Studies Female
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The Accuracy of Artificial Intelligence Models in Hand/Wrist Fracture and Dislocation Diagnosis: A Systematic Review and Meta-Analysis.

JBJS reviews Sep 5, 2024
BACKGROUND: Early and accurate diagnosis is critical to preserve function and reduce healthcare costs in patients with hand and wrist injury. As such, artificial intelligence (AI) models have been developed for the purpose of diagnosing fractures thr...
Joint Dislocations Hand Injuries Wrist Injuries Wrist Fractures Humans Artificial Intelligence Fractures, Bone
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AI for detection, classification and prediction of loss of alignment of distal radius fractures; a systematic review.

European journal of trauma and emergency surgery : official publication of the European Trauma Society Jul 9, 2024
PURPOSE: Early and accurate assessment of distal radius fractures (DRFs) is crucial for optimal prognosis. Identifying fractures likely to lose threshold alignment (instability) in a cast is vital for treatment decisions, yet prediction tools' accura...
Humans Neural Networks, Computer Artificial Intelligence Reproducibility of Results Radiography Radius Fractures Wrist Fractures
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Accuracy of wrist fracture detection on radiographs by artificial intelligence compared to human clinicians. A systematic review and meta-analysis.

European journal of radiology Jun 29, 2024
PURPOSE: The aim of the study is to perform a systematic review and meta-analysis comparing the diagnostic performance of artificial intelligence (AI) and human readers in the detection of wrist fractures.
Wrist Fractures Sensitivity and Specificity Radiography Radius Fractures Humans Scaphoid Bone Artificial Intelligence Reproducibility of Results
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