Bone segmentation on whole-body CT using convolutional neural network with novel data augmentation techniques
Background The purpose of this study was to develop and evaluate an algorithm for bone
segmentation on whole-body CT using a convolutional neural network (CNN). Methods …
segmentation on whole-body CT using a convolutional neural network (CNN). Methods …
Quantitative imaging of peripheral trabecular bone microarchitecture using MDCT
Purpose Osteoporosis associated with reduced bone mineral density (BMD) and
microarchitectural changes puts patients at an elevated risk of fracture. Modern multidetector …
microarchitectural changes puts patients at an elevated risk of fracture. Modern multidetector …
Finite element analysis of trabecular bone microstructure using CT imaging and continuum mechanical modeling
I Guha, X Zhang, CS Rajapakse, G Chang… - Medical …, 2022 - Wiley Online Library
Purpose Osteoporosis is a bone disease associated with enhanced bone loss,
microstructural degeneration, and fracture‐risk. Finite element (FE) modeling is used to …
microstructural degeneration, and fracture‐risk. Finite element (FE) modeling is used to …
Exploring Fracture Patterns: Assessing Representation Methods for Bone Fracture Simulation
FD Pérez-Cano, G Parra-Cabrera… - Journal of Personalized …, 2024 - mdpi.com
Fracture pattern acquisition and representation in human bones play a crucial role in
medical simulation, diagnostics, and treatment planning. This article presents a …
medical simulation, diagnostics, and treatment planning. This article presents a …
Bone fragment segmentation from 3D CT imagery
WG Shadid, A Willis - Computerized Medical Imaging and Graphics, 2018 - Elsevier
This paper presents a novel method to segment bone fragments imaged using 3D
Computed Tomography (CT). Existing image segmentation solutions often lack accuracy …
Computed Tomography (CT). Existing image segmentation solutions often lack accuracy …
Method for Evaluating Cortical Bone Young's Modulus: Numerical Twin Reconstruction, Fe Calculation and Microstructure Analysis
T Kurtz, T Woitrain… - Journal of …, 2023 - asmedigitalcollection.asme.org
The determination of bone mechanical properties remains crucial, especially to feed up
numerical models. An original methodology of inverse analysis has been developed to …
numerical models. An original methodology of inverse analysis has been developed to …
Effects of fluoride intake on cortical and trabecular bone microstructure at early adulthood using multi-row detector computed tomography (MDCT)
PK Saha, RR Oweis, X Zhang, E Letuchy… - Bone, 2021 - Elsevier
Purpose The aim of this study was to examine the effects of period-specific and cumulative
fluoride (F) intake on bone at the levels of cortical and trabecular bone microstructural …
fluoride (F) intake on bone at the levels of cortical and trabecular bone microstructural …
Quantitative CT Based Methods for Bone Microstructural Measures and Their Relationships With Vertebral Fractures in a Pilot Study on Smokers
Osteoporosis causes fragile bone, and bone microstructural quality is a critical determinant
of bone strength and fracture risk. This study pursues technical validation of novel CT based …
of bone strength and fracture risk. This study pursues technical validation of novel CT based …
Computed Tomography–based stiffness measures of trabecular bone microstructure: Cadaveric validation and in vivo application
I Guha, X Zhang, CS Rajapakse… - Journal of Bone and …, 2022 - academic.oup.com
Osteoporosis causes bone fragility and elevates fracture risk. Applications of finite element
(FE) analysis (FEA) for assessment of trabecular bone (Tb) microstructural strength at whole …
(FE) analysis (FEA) for assessment of trabecular bone (Tb) microstructural strength at whole …
[HTML][HTML] Integrating deep learning and machine learning for improved CKD-related cortical bone assessment in HRpQCT images: A pilot study
Y Lee, WR Bandara, S Park, M Lee, C Seo, S Yang… - Bone Reports, 2025 - Elsevier
High resolution peripheral quantitative computed tomography (HRpQCT) offers detailed
bone geometry and microarchitecture assessment, including cortical porosity, but assessing …
bone geometry and microarchitecture assessment, including cortical porosity, but assessing …