AIMC Topic: Fractures, Stress

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Microfracture-coagulation for the real robotic liver parenchymal transection.

Journal of robotic surgery Feb 29, 2024
The use of the robotic approach in liver surgery is exponentially increasing. Although technically the robot introduces several innovative features, the instruments linked with the traditional laparoscopic approach for the liver parenchymal transecti...
Humans Liver Robotics Robotic Surgical Procedures Hepatectomy Fractures, Stress
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Lower-extremity fatigue fracture detection and grading based on deep learning models of radiographs.

European radiology Jun 24, 2022
OBJECTIVES: To identify the feasibility of deep learning-based diagnostic models for detecting and assessing lower-extremity fatigue fracture severity on plain radiographs.
Humans Retrospective Studies Deep Learning Radiography Extremities Fractures, Stress
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Differentiation between subchondral insufficiency fractures and advanced osteoarthritis of the knee using transfer learning and an ensemble of convolutional neural networks.

Injury Mar 8, 2022
PURPOSE: Subchondral insufficiency fractures (SIF) and advanced osteoarthritis (OA) of the knee are usually seen in conjunction with bone marrow lesions (BMLs) and their differentiation may pose a significant diagnostic challenge. We aimed to develop...
Humans Neural Networks, Computer Retrospective Studies Deep Learning ROC Curve Osteoarthritis, Knee Fractures, Stress
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Vertebral body insufficiency fractures: detection of vertebrae at risk on standard CT images using texture analysis and machine learning.

European radiology Dec 5, 2018
PURPOSE: To evaluate the diagnostic performance of bone texture analysis (TA) combined with machine learning (ML) algorithms in standard CT scans to identify patients with vertebrae at risk for insufficiency fractures.
Humans Machine Learning Bone Density Retrospective Studies Tomography, X-Ray Computed Female Aged Aged, 80 and over Male Middle Aged Case-Control Studies ROC Curve Thoracic Vertebrae Lumbar Vertebrae Spinal Fractures Fractures, Stress
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