Review of 2-D/3-D reconstruction using statistical shape and intensity models and X-ray image synthesis: Toward a unified framework

CJF Reyneke, M Lüthi, V Burdin… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
Patient-specific three-dimensional (3-D) bone models are useful for a number of clinical
applications such as surgery planning, postoperative evaluation, as well as implant and …

The accuracy of statistical shape models in predicting bone shape: A systematic review

A Patil, K Kulkarni, S Xie, AMJ Bull… - … International Journal of …, 2023 - Wiley Online Library
Background This systematic review aims to ascertain how accurately 3D models can be
predicted from two‐dimensional (2D) imaging utilising statistical shape modelling. Methods …

Generation of 3D shape, density, cortical thickness and finite element mesh of proximal femur from a DXA image

SP Väänänen, L Grassi, G Flivik, JS Jurvelin… - Medical image …, 2015 - Elsevier
Areal bone mineral density (aBMD), as measured by dual-energy X-ray absorptiometry
(DXA), predicts hip fracture risk only moderately. Simulation of bone mechanics based on …

Effective automated prediction of vertebral column pathologies based on logistic model tree with SMOTE preprocessing

EM Karabulut, T Ibrikci - Journal of medical systems, 2014 - Springer
This study develops a logistic model tree based automation system based on for accurate
recognition of types of vertebral column pathologies. Six biomechanical measures are used …

3-D subject-specific shape and density estimation of the lumbar spine from a single anteroposterior DXA image including assessment of cortical and trabecular bone

ML Picazo, AM Baro, LMDR Barquero… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Dual Energy X-ray Absorptiometry (DXA) is the standard exam for osteoporosis diagnosis
and fracture risk evaluation at the spine. However, numerous patients with bone fragility are …

Bone microarchitecture and metabolism in elderly male patients with signs of intravertebral cleft on MRI

H Qi, J Qi, Y Sun, J Gao, J Sun, G Wang - European Radiology, 2022 - Springer
Objectives Intravertebral cleft (IVC) is a common but not unique imaging manifestation in
Kümmell's disease. To date, great controversy exists regarding the specific mechanisms of …

3D shape reconstruction of lumbar vertebra from two X-ray images and a CT model

L Fang, Z Wang, Z Chen, F Jian, S Li… - IEEE/CAA Journal of …, 2019 - ieeexplore.ieee.org
Structure reconstruction of 3D anatomy from bi-planar X-ray images is a challenging topic.
Traditionally, the elastic-model-based method was used to reconstruct 3D shapes by …

Dataset of Finite Element Models of Normal and Deformed Thoracolumbar Spine

M Rasouligandomani, A Del Arco, FK Chemorion… - Scientific Data, 2024 - nature.com
Adult spine deformity (ASD) is prevalent and leads to a sagittal misalignment in the vertebral
column. Computational methods, including Finite Element (FE) Models, have emerged as …

Quantitative computed tomography discriminates between postmenopausal women with low spine bone mineral density with vertebral fractures and those with low …

MA Paggiosi, M Debono, JS Walsh, NFA Peel… - Osteoporosis …, 2020 - Springer
Lumbar spine volumetric bone mineral density (BMD) measured using quantitative
computed tomography (QCT) can discriminate between postmenopausal women with low …

Statistical shape and appearance models in osteoporosis

I Castro-Mateos, JM Pozo, TF Cootes… - Current osteoporosis …, 2014 - Springer
Statistical models (SMs) of shape (SSM) and appearance (SAM) have been acquiring
popularity in medical image analysis since they were introduced in the early 1990s. They …