AIMC Topic: Femoral Neck Fractures

Clear Filters Showing 1 to 10 of 26 articles

Development and evaluation of interpretable machine learning regressors for predicting femoral neck bone mineral density in elderly men using NHANES data.

Biomolecules & biomedicine Jan 14, 2025
Osteoporotic femoral neck fractures (OFNFs) pose a significant orthopedic challenge in the elderly population, accounting for up to 40% of all osteoporotic fractures and leading to considerable health deterioration and increased mortality. In address...
Algorithms Bone Density Osteoporosis Humans Machine Learning Aged Male Middle Aged Femoral Neck Fractures Nutrition Surveys Femur Neck Body Mass Index
View on PubMed DOI

DDKG: A Dual Domain Knowledge Guidance strategy for localization and diagnosis of non-displaced femoral neck fractures.

Medical image analysis Nov 19, 2024
X-ray is the primary tool for diagnosing fractures, crucial for determining their type, location, and severity. However, non-displaced femoral neck fractures (ND-FNF) can pose challenges in identification due to subtle cracks and complex anatomical s...
Radiographic Image Interpretation, Computer-Assisted Humans Deep Learning Femoral Neck Fractures
View on PubMed DOI

A deep learning algorithm that aids visualization of femoral neck fractures and improves physician training.

Injury Oct 31, 2024
PURPOSE: Missed fractures are the most common radiologic error in clinical practice, and erroneous classification could lead to inappropriate treatment and unfavorable prognosis. Here, we developed a fully automated deep learning model to detect and ...
Humans Algorithms Female ROC Curve Radiography Middle Aged Femoral Neck Fractures Deep Learning Clinical Competence Aged Sensitivity and Specificity Male
View on PubMed DOI

Machine learning models to predict osteonecrosis in patients with femoral neck fractures undergoing internal fixation.

Injury Aug 22, 2024
OBJECTIVE: This study aimed to use machine learning (ML) to establish risk factor and prediction models of osteonecrosis of the femoral head (ONFH) in patients with femoral neck fractures (FNFs) after internal fixation.
Risk Assessment Postoperative Complications ROC Curve Adult Male Middle Aged Femur Head Necrosis Logistic Models Fracture Fixation, Internal Femoral Neck Fractures Humans Machine Learning Retrospective Studies Female Risk Factors Aged
View on PubMed DOI

Development and Validation of a Machine Learning Algorithm to Predict the Risk of Blood Transfusion after Total Hip Replacement in Patients with Femoral Neck Fractures: A Multicenter Retrospective Cohort Study.

Orthopaedic surgery Jul 1, 2024
OBJECTIVE: Total hip arthroplasty (THA) remains the primary treatment option for femoral neck fractures in elderly patients. This study aims to explore the risk factors associated with allogeneic blood transfusion after surgery and to develop a dynam...
Blood Transfusion Femoral Neck Fractures Arthroplasty, Replacement, Hip Middle Aged Risk Assessment Cohort Studies Algorithms Retrospective Studies Female Aged, 80 and over Male Humans Risk Factors Machine Learning Aged
View on PubMed DOI

Using Artificial Intelligence to predict outcomes of operatively managed neck of femur fractures.

British journal of hospital medicine (London, England : 2005) Jun 19, 2024
Patients with neck of femur fractures present a tremendous public health problem that leads to a high incidence of death and dysfunction. An essential factor is the postoperative length of stay, which heavily impacts hospital costs and the quality o...
Humans Femoral Neck Fractures Artificial Intelligence Machine Learning Length of Stay
View on PubMed DOI

Application of robot navigation system for insertion of femoral neck system in the treatment of femoral neck fracture.

BMC musculoskeletal disorders Jan 10, 2024
PURPOSE: To evaluate the short-term clinical efficacy and advantages of surgery robot positioning system for insertion of Femoral Neck System (FNS) in the treatment of femoral neck fractures.
Surgical Wound Robotics Femoral Neck Fractures Femur Neck Fenofibrate Humans Retrospective Studies Blood Loss, Surgical
View on PubMed DOI

Predictive value of preoperative Fried Frailty Phenotype assessment and serum biomarkers on the prognosis of elderly patients with femoral neck fracture under general anesthesia within 3 months after surgery.

Turkish journal of medical sciences Dec 11, 2023
BACKGROUND/AIM: Femoral neck fracture (FNF) seriously impact the health of the elderly and affect their long-term quality of life of the patients. This study aimed to determine whether combining the preoperative Fried Frailty Phenotype (FFP) with ser...
Core Binding Factor Alpha 1 Subunit Aged, 80 and over Anesthesia, General Prognosis Male Receptor, Fibroblast Growth Factor, Type 3 Humans Frailty Female Middle Aged Phenotype Predictive Value of Tests Aged Biomarkers Femoral Neck Fractures
View on PubMed DOI

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...
Humans Treatment Outcome Robotics Fracture Fixation, Internal Femoral Neck Fractures Femur Neck
View on PubMed DOI

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 ...
Humans Algorithms Retrospective Studies Deep Learning Femoral Neck Fractures X-Rays
View on PubMed DOI
Popular Topics
Recent Journals