AIMC Topic: Radius Fractures

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Artificial intelligence to diagnosis distal radius fracture using biplane plain X-rays.

Journal of orthopaedic surgery and research Nov 25, 2021
BACKGROUND: Although the automatic diagnosis of fractures using artificial intelligence (AI) has recently been reported to be more accurate than those by orthopedics specialists, big data with at least 1000 images or more are required for deep learni...
Wrist Joint Wrist Injuries Humans Artificial Intelligence Diagnosis, Computer-Assisted Radiography Radius Fractures X-Rays
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Robot-assisted arm training for treating adult patients with distal radius fracture: a proof-of-concept pilot study.

European journal of physical and rehabilitation medicine Feb 25, 2020
BACKGROUND: Fracture of the distal radius is a common wrist injury. As to its management after orthopedic (conservative or surgical) treatment, there is weak evidence for conventional rehabilitation interventions. Despite the increasing interest for ...
Humans Female Aged Proof of Concept Study Radius Fractures Robotics Single-Blind Method Exercise Therapy Range of Motion, Articular Male Middle Aged Pilot Projects Hand Strength
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Artificial intelligence detection of distal radius fractures: a comparison between the convolutional neural network and professional assessments.

Acta orthopaedica Apr 3, 2019
Background and purpose - Artificial intelligence has rapidly become a powerful method in image analysis with the use of convolutional neural networks (CNNs). We assessed the ability of a CNN, with a fast object detection algorithm previously identify...
ROC Curve Radiography Radiographic Image Interpretation, Computer-Assisted Radius Fractures Wrist Injuries Sensitivity and Specificity Male Artificial Intelligence Middle Aged Aged, 80 and over Algorithms Humans Deep Learning Young Adult Female Neural Networks, Computer Adult Aged
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Wrist and elbow fracture detection and segmentation by artificial intelligence using point-of-care ultrasound.

Journal of ultrasound Jun 1, 2025
PURPOSE: Distal radius (wrist) and supracondylar (elbow) fractures are common in children presenting to Pediatric Emergency Departments (EDs). These fractures are treated conservatively or surgically depending on deformity severity. Radiographs are t...
Sensitivity and Specificity Male Point-of-Care Systems Child, Preschool Humans Artificial Intelligence Female Radius Fractures Elbow Injuries Wrist Injuries Elbow Fractures Child Ultrasonography Fractures, Bone Elbow
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Artificial intelligence-guided distal radius fracture detection on plain radiographs in comparison with human raters.

Journal of orthopaedic surgery and research May 16, 2025
BACKGROUND: The aim of this study was to compare the performance of artificial intelligence (AI) in detecting distal radius fractures (DRFs) on plain radiographs with the performance of human raters.
Sensitivity and Specificity Wrist Fractures Male Middle Aged Aged Humans Adolescent Aged, 80 and over Artificial Intelligence Child, Preschool Young Adult Retrospective Studies Child Adult Female Radiography Radius Fractures
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Total radius BMD correlates with the hip and lumbar spine BMD among post-menopausal patients with fragility wrist fracture in a machine learning model.

Archives of osteoporosis May 14, 2025
UNLABELLED: Osteoporosis screening should be systematic in the group of over 50-year-old females with a radius fracture. We tested a phantom combined with machine learning model and studied osteoporosis-related variables. This machine learning model ...
Bone Diseases, Metabolic Absorptiometry, Photon Radius Radius Fractures Middle Aged Mass Screening Lumbar Vertebrae Postmenopause Osteoporotic Fractures Wrist Injuries Tomography, X-Ray Wrist Fractures Phantoms, Imaging Hip Finland Osteoporosis, Postmenopausal Humans Machine Learning Bone Density Osteoporosis Female Aged
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[Study on automatic and rapid diagnosis of distal radius fracture by X-ray].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Aug 25, 2024
This article aims to combine deep learning with image analysis technology and propose an effective classification method for distal radius fracture types. Firstly, an extended U-Net three-layer cascaded segmentation network was used to accurately seg...
Radius Fractures Wrist Fractures Algorithms Deep Learning Image Processing, Computer-Assisted Radiography Humans
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FDA backs clinician-free AI imaging diagnostic tools.

Nature biotechnology Aug 6, 2018
United States Diagnostic Imaging Stroke Humans United States Food and Drug Administration Device Approval Artificial Intelligence Radius Fractures Image Processing, Computer-Assisted
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[Effectiveness of improved elbow anteromedial approach in treatment of ulna coronoid process fracture].

Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery Dec 15, 2017
OBJECTIVE: To observe the effectiveness of reduction and fixation by the improved elbow anteromedial approach in treatment of ulna coronoid process fracture.
Elbow Injuries Treatment Outcome Fracture Fixation, Internal Adult Elbow Joint Male Humans Joint Dislocations Range of Motion, Articular Middle Aged Female Radius Fractures Adolescent Young Adult Ulna Ulna Fractures
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