Material Mapping of QCT-Derived Scapular Models: A Comparison with Micro-CT Loaded Specimens Using Digital Volume Correlation.
Nikolas K KnowlesJonathan KusinsMohammadreza FaieghiMelissa RyanEnrico Dall'AraLouis M FerreiraPublished in: Annals of biomedical engineering (2019)
Subject- and site-specific modeling techniques greatly improve finite element models (FEMs) derived from clinical-resolution CT data. A variety of density-modulus relationships are used in scapula FEMs, but the sensitivity to selection of relationships has yet to be experimentally evaluated. The objectives of this study were to compare quantitative-CT (QCT) derived FEMs mapped with different density-modulus relationships and material mapping strategies to experimentally loaded cadaveric scapular specimens. Six specimens were loaded within a micro-CT (33.5 μm isotropic voxels) using a custom-hexapod loading device. Digital volume correlation (DVC) was used to estimate full-field displacements by registering images in pre- and post-loaded states. Experimental loads were measured using a 6-DOF load cell. QCT-FEMs replicated the experimental setup using DVC-driven boundary conditions (BCs) and were mapped with one of fifteen density-modulus relationships using elemental or nodal material mapping strategies. Models were compared based on predicted QCT-FEM nodal reaction forces compared to experimental load cell measurements and linear regression of the full-field nodal displacements compared to the DVC full-field displacements. Comparing full-field displacements, linear regression showed slopes ranging from 0.86 to 1.06, r-squared values of 0.82-1.00, and max errors of 0.039 mm for all three Cartesian directions. Nearly identical linear regression results occurred for both elemental and nodal material mapping strategies. Comparing QCT-FEM to experimental reaction forces, errors ranged from - 46 to 965% for all specimens, with specimen-specific errors as low as 3%. This study utilized volumetric imaging combined with mechanical loading to derive full-field experimental measurements to evaluate various density-modulus relationships required for QCT-FEMs applied to whole-bone scapular loading. The results suggest that elemental and nodal material mapping strategies are both able to simultaneously replicate experimental full-field displacements and reactions forces dependent on the density-modulus relationship used.
Keyphrases
- high resolution
- drug delivery
- computed tomography
- lymph node
- image quality
- neoadjuvant chemotherapy
- dual energy
- contrast enhanced
- high density
- cancer therapy
- finite element
- positron emission tomography
- single cell
- patient safety
- magnetic resonance imaging
- stem cells
- magnetic resonance
- wound healing
- machine learning
- fine needle aspiration
- optical coherence tomography
- adverse drug
- deep learning
- postmenopausal women
- electronic health record
- mesenchymal stem cells
- bone mineral density
- radiation therapy
- photodynamic therapy
- locally advanced
- fluorescence imaging