AIMC Topic: Femoral Neck Fractures

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Orthopedic Robot-Assisted Femoral Neck System in the Treatment of Femoral Neck Fracture.

Journal of visualized experiments : JoVE Mar 3, 2023
Cannulated screw fixation is the main therapy for femoral neck fractures, especially in young patients. The traditional surgical procedure uses C-arm fluoroscopy to place the screw freehand and requires several guide wire adjustments, which increases...
Robotics Femoral Neck Fractures Femur Neck Humans Treatment Outcome Fracture Fixation, Internal
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External Validation of Deep Learning Algorithm for Detecting and Visualizing Femoral Neck Fracture Including Displaced and Non-displaced Fracture on Plain X-ray.

Journal of digital imaging Aug 11, 2021
This study aimed to develop a method for detection of femoral neck fracture (FNF) including displaced and non-displaced fractures using convolutional neural network (CNN) with plain X-ray and to validate its use across hospitals through internal and ...
Deep Learning Humans Femoral Neck Fractures Algorithms X-Rays Retrospective Studies
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Automated classification of hip fractures using deep convolutional neural networks with orthopedic surgeon-level accuracy: ensemble decision-making with antero-posterior and lateral radiographs.

Acta orthopaedica Aug 12, 2020
Background and purpose - Deep-learning approaches based on convolutional neural networks (CNNs) are gaining interest in the medical imaging field. We evaluated the diagnostic performance of a CNN to discriminate femoral neck fractures, trochanteric f...
Femur Medical Records, Problem-Oriented Orthopedic Surgeons Femoral Neck Fractures Deep Learning Outcome Assessment, Health Care Aged, 80 and over Diagnosis, Differential Humans Hip Fractures Sensitivity and Specificity Radiography Male Neural Networks, Computer Diagnosis, Computer-Assisted Female
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Femoral neck fracture detection in X-ray images using deep learning and genetic algorithm approaches.

Joint diseases and related surgery Mar 26, 2020
OBJECTIVES: This study aims to detect frontal pelvic radiograph femoral neck fracture using deep learning techniques.
Algorithms Retrospective Studies Female Deep Learning Aged Humans Radiography Aged, 80 and over Sensitivity and Specificity Femoral Neck Fractures Adult Male Middle Aged
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Computer vs human: Deep learning versus perceptual training for the detection of neck of femur fractures.

Journal of medical imaging and radiation oncology Nov 8, 2018
INTRODUCTION: To evaluate the accuracy of deep convolutional neural networks (DCNNs) for detecting neck of femur (NoF) fractures on radiographs, in comparison with perceptual training in medically-naïve individuals.
Femoral Neck Fractures Humans Datasets as Topic Neural Networks, Computer Deep Learning
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Individual thigh muscle and proximal femoral features predict displacement in femoral neck Fractures: An AI-driven CT analysis.

Computers in biology and medicine Jun 1, 2025
INTRODUCTION: Hip fractures, particularly among the elderly, impose a significant public health burden due to increased morbidity and mortality. Femoral neck fractures, commonly resulting from low-energy falls, can lead to severe complications such a...
Tomography, X-Ray Computed Female Aged Humans Machine Learning Muscle, Skeletal Thigh Aged, 80 and over Male Femoral Neck Fractures Middle Aged Femur
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Artificial Intelligence-Guided Assessment of Femoral Neck Fractures in Radiographs: A Systematic Review and Multilevel Meta-Analysis.

Orthopaedic surgery May 1, 2025
Artificial Intelligence (AI) is a dynamic area of computer science that is constantly expanding its practical benefits in various fields. The aim of this study was to analyze AI-guided radiological assessment of femoral neck fractures by performing a...
Humans Artificial Intelligence Radiography Femoral Neck Fractures
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All-Cause Mortality Risk in Elderly Patients with Femoral Neck and Intertrochanteric Fractures: A Predictive Model Based on Machine Learning.

Clinical interventions in aging Jan 1, 2025
INTRODUCTION: The aim of this study was to identify the influencing factors for all-cause mortality in elderly patients with intertrochanteric and femoral neck fractures and to construct predictive models.
Proportional Hazards Models Aged, 80 and over Male Risk Assessment Nomograms Femoral Neck Fractures Hip Fractures Female Humans Risk Factors Machine Learning Aged Retrospective Studies
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[Comparison of the efficacy of TiRobot orthopaedic robot assisted F screw technique and inverted triangle parallel nail internal fixation in the treatment of unstable femoral neck fractures].

Zhongguo gu shang = China journal of orthopaedics and traumatology Feb 25, 2024
OBJECTIVE: To compare the effectiveness of TiRobot assisted F screw technique and inverted triangle parallel nail internal fixation in the treatment of unstable femoral neck fractures.
Robotics Femoral Neck Fractures Bone Screws Orthopedics Treatment Outcome Blood Loss, Surgical Fracture Fixation, Internal Middle Aged Postoperative Complications Quality of Life Female Male Humans Retrospective Studies
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[Real-time traking and virtual reality technology-assisted trauma orthopaedic surgery robot for femoral neck fractures].

Zhongguo gu shang = China journal of orthopaedics and traumatology Feb 25, 2024
OBJECTIVE: To investigate the effectiveness of real-time tracking and virtual reality technology（RTVI） used to assist the intraoperative alignment of the trauma orthopaedic surgery robot for the treatment of femoral neck fractures and its impact on t...
Middle Aged Treatment Outcome Blood Loss, Surgical Female Adult Male Fracture Fixation, Internal Robotics Femoral Neck Fractures Humans Retrospective Studies
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