AIMC Topic: Radius Fractures

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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...
Young Adult Humans Adult Sensitivity and Specificity Female Neural Networks, Computer Wrist Injuries Aged Artificial Intelligence Radiography Aged, 80 and over Deep Learning Male Algorithms Radiographic Image Interpretation, Computer-Assisted ROC Curve Radius Fractures Middle 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...
Point-of-Care Systems Child, Preschool Child Humans Female Artificial Intelligence Sensitivity and Specificity Male Ultrasonography Radius Fractures Wrist Injuries Fractures, Bone Elbow Injuries Elbow Fractures 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.
Retrospective Studies Female Aged Aged, 80 and over Humans Artificial Intelligence Child, Preschool Child Radiography Radius Fractures Male Wrist Fractures Middle Aged Young Adult Adolescent Adult Sensitivity and Specificity
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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 ...
Osteoporotic Fractures Wrist Injuries Tomography, X-Ray Hip Finland Osteoporosis, Postmenopausal Wrist Fractures Lumbar Vertebrae Postmenopause Bone Diseases, Metabolic Radius Fractures Phantoms, Imaging Absorptiometry, Photon Radius Aged Humans Middle Aged Machine Learning Mass Screening Bone Density Osteoporosis Female
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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...
Deep Learning Image Processing, Computer-Assisted Humans Radius Fractures Algorithms Radiography Wrist Fractures
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FDA backs clinician-free AI imaging diagnostic tools.

Nature biotechnology Aug 6, 2018
Humans Artificial Intelligence United States Food and Drug Administration Image Processing, Computer-Assisted Device Approval Radius Fractures United States Diagnostic Imaging Stroke
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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.
Adolescent Ulna Treatment Outcome Adult Ulna Fractures Fracture Fixation, Internal Humans Elbow Joint Male Joint Dislocations Female Middle Aged Range of Motion, Articular Elbow Injuries Radius Fractures Young Adult
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