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A review of CT-based fracture risk assessment with finite element modeling and machine learning
Abstract Purpose of Review We reviewed advances over the past 3 years in assessment of
fracture risk based on CT scans, considering methods that use finite element models …
fracture risk based on CT scans, considering methods that use finite element models …
CT image-based biomarkers for opportunistic screening of osteoporotic fractures: a systematic review and meta-analysis
The use of opportunistic computed tomography (CT) image-based biomarkers may be a low-
cost strategy for screening older individuals at high risk for osteoporotic fractures and …
cost strategy for screening older individuals at high risk for osteoporotic fractures and …
3D Finite Element Models Reconstructed From 2D Dual‐Energy X‐Ray Absorptiometry (DXA) Images Improve Hip Fracture Prediction Compared to Areal BMD in …
Bone strength is an important contributor to fracture risk. Areal bone mineral density (aBMD)
derived from dual‐energy X‐ray absorptiometry (DXA) is used as a surrogate for bone …
derived from dual‐energy X‐ray absorptiometry (DXA) is used as a surrogate for bone …
[HTML][HTML] DXA-based statistical models of shape and intensity outperform aBMD hip fracture prediction: A retrospective study
Areal bone mineral density (aBMD) currently represents the clinical gold standard for hip
fracture risk assessment. Nevertheless, it is characterised by a limited prediction accuracy …
fracture risk assessment. Nevertheless, it is characterised by a limited prediction accuracy …
QCT-based 3D finite element modeling to assess patient-specific hip fracture risk and risk factors
Early assessment of hip fracture risk may play a critical role in designing preventive
mechanisms to reduce the occurrence of hip fracture in geriatric people. The loading …
mechanisms to reduce the occurrence of hip fracture in geriatric people. The loading …
[HTML][HTML] Discriminatory accuracy of fracture risk assessment tool in Asian populations: a Systematic review and meta-analysis
Background This review explores the discriminative ability of fracture risk assessment tool
(FRAX) in major osteoporotic fracture (MOF) and hip fracture (HF) risk prediction and the …
(FRAX) in major osteoporotic fracture (MOF) and hip fracture (HF) risk prediction and the …
Fast and robust femur segmentation from computed tomography images for patient-specific hip fracture risk screening
Osteoporosis is a common bone disease that increases the risk of bone fracture. Hip-fracture
risk screening methods based on flnite element analysis depend on segmented computed …
risk screening methods based on flnite element analysis depend on segmented computed …
Multi-view information fusion using multi-view variational autoencoder to predict proximal femoral fracture load
Background Hip fracture occurs when an applied force exceeds the force that the proximal
femur can support (the fracture load or “strength”) and can have devastating consequences …
femur can support (the fracture load or “strength”) and can have devastating consequences …
3D-DXA based finite element modelling for femur strength prediction: evaluation against QCT.
Osteoporosis is characterised by the loss of bone density resulting in an increased risk of
fragility fractures. The clinical gold standard for diagnosing osteoporosis is based on the …
fragility fractures. The clinical gold standard for diagnosing osteoporosis is based on the …
A computed tomography-based limit analysis approach to investigate the mechanical behavior of the human femur prone to fracture
The paper proposes a refined CT-based FE modelling strategy that implements a limit
analysis numerical procedure, namely the Elastic Compensation Method (ECM), to estimate …
analysis numerical procedure, namely the Elastic Compensation Method (ECM), to estimate …