AIMC Topic: Femoral Neck Fractures

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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 Outcome Assessment, Health Care Humans Hip Fractures Neural Networks, Computer Diagnosis, Computer-Assisted Female Deep Learning Diagnosis, Differential Radiography Aged, 80 and over Sensitivity and Specificity Male
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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.
Femoral Neck Fractures Retrospective Studies Female Middle Aged Aged Humans Aged, 80 and over Deep Learning Algorithms Adult Radiography Sensitivity and Specificity Male
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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...
Aged Humans Muscle, Skeletal Aged, 80 and over Thigh Machine Learning Male Femoral Neck Fractures Tomography, X-Ray Computed Middle Aged Femur Female
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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...
Femoral Neck Fractures Humans Artificial Intelligence Radiography
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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.
Femoral Neck Fractures Hip Fractures Proportional Hazards Models Female Aged, 80 and over Humans Risk Factors Male Machine Learning Aged Risk Assessment Retrospective Studies Nomograms
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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.
Retrospective Studies Female Femoral Neck Fractures Humans Male Middle Aged Bone Screws Blood Loss, Surgical Orthopedics Postoperative Complications Fracture Fixation, Internal Quality of Life Robotics Treatment Outcome
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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...
Robotics Femoral Neck Fractures Retrospective Studies Female Middle Aged Humans Adult Treatment Outcome Male Blood Loss, Surgical Fracture Fixation, Internal
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[Orthopaedic robot assisted closed reduction and cannulated screw internal fixation for the treatment of femoral neck fractures].

Zhongguo gu shang = China journal of orthopaedics and traumatology Feb 25, 2024
OBJECTIVE: To investigate the preliminary clinical effect of closed reduction and cannulated nail internal fixation for femoral neck fracture assisted by robot navigation and positioning system.
Fracture Healing Orthopedics Male Middle Aged Treatment Outcome Fracture Fixation, Internal Robotics Femoral Neck Fractures Retrospective Studies Bone Screws Female Aged Humans Adult
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[Orthopaedic robot assisted femoral neck dynamic cross fixation system for the treatment of femoral neck fractures].

Zhongguo gu shang = China journal of orthopaedics and traumatology Feb 25, 2024
OBJECTIVE: To explore and compare the clinical efficacy of orthopedic robot assisted femoral neck system （FNS） and traditional manual FNS in the treatment of femoral neck fractures in middle-aged and young people.
Retrospective Studies Aged Adult Middle Aged Humans Robotics Femoral Neck Fractures Femur Neck Orthopedics Adolescent Treatment Outcome Fracture Fixation, Internal
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