AIMC Topic: Cancellous Bone

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Trabeculae microstructure parameters serve as effective predictors for marginal bone loss of dental implant in the mandible.

Scientific reports Oct 28, 2020
Marginal bone loss (MBL) is one of the leading causes of dental implant failure. This study aimed to investigate the feasibility of machine learning (ML) algorithms based on trabeculae microstructure parameters to predict the occurrence of severe MBL...
Humans Neural Networks, Computer Female Cross-Sectional Studies Male Case-Control Studies Mandible Logistic Models Support Vector Machine Dental Implants Prosthesis Failure Cancellous Bone Bone Resorption
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Parametric investigation of the effects of load level on fatigue crack growth in trabecular bone based on artificial neural network computation.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine May 21, 2020
This study reports the development of an artificial neural network computation model to predict the accumulation of crack density and crack length in cancellous bone under a cyclic load. The model was then applied to conduct a parametric investigatio...
Humans Neural Networks, Computer Bone Density Fractures, Bone Materials Testing Stress, Mechanical X-Ray Microtomography Weight-Bearing Elastic Modulus Cancellous Bone
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Automatic detection of osteoporosis based on hybrid genetic swarm fuzzy classifier approaches.

Dento maxillo facial radiology Jun 8, 2016
OBJECTIVES: This study proposed a new automated screening system based on a hybrid genetic swarm fuzzy (GSF) classifier using digital dental panoramic radiographs to diagnose females with a low bone mineral density (BMD) or osteoporosis.
Humans Algorithms Bone Density Female Aged Aged, 80 and over Sensitivity and Specificity Middle Aged Diagnosis, Computer-Assisted Mandible Image Processing, Computer-Assisted Fuzzy Logic Predictive Value of Tests Radiography, Panoramic Lumbar Vertebrae Bone Diseases, Metabolic Femur Neck Osteoporosis, Postmenopausal Fractals Cortical Bone Cancellous Bone
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