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Furthermore, the production model can be generalised using higher-dimensional techniques such as Principal Component Analysis (PCA) and others.

Two-dimensional techniques such as cephalometry and photographs are of limited value in describing the complex 3D topography of the facial surface.

Given the data's relevance, H-NMR studies were then made by applying two-dimensional techniques such as nuclear Overhauser effect spectroscopy (NOESY) to generate more accurate data regarding the three molecules' 3D structure.

In structural engineering, sophisticated multi-dimensional analysis techniques, such as the Restoring Force Method (RFM), have been established for complex, nonlinear hysteretic systems.

Furthermore, the increased utility of high-dimensional imaging techniques such as spectral imaging or videography in applications like remote sensing, biomedical imaging and astronomical imaging[8 15] necessitates the extension of compressive target detection ideas to such imaging modalities to achieve reliable target detection from fewer measurements relative to the ambient signal dimensions.

But, unlike in two-dimensional imaging techniques such as SEM, these features were not investigated from surface images.

Few studies monitor SBC longitudinally, and clinical research using three-dimensional imaging techniques, such as magnetic resonance imaging (MRI), is limited to retrospective analyses as SBC are identified within an OA patient cohort.

With the advent of improved three-dimensional imaging techniques, such as micro-CT [ 51, 126], high-resolution peripheral QCT (HR-pQCT) [ 14, 82], and multidetector CT (MDCT) [ 73], it is possible to perform in vitro and in vivo imaging of bone across different structural scales from the whole bone to the ultrastructural level.

We observe that (frac{d}{mathrm{d}x}log (phi )=0) is non-linear in x, so the change-point of the hazard function estimate should be obtained using some one-dimensional root finding techniques, such as Newton Raphson.

Currently, most evaluation of knee cartilage is done with two-dimensional (2D) acquisition techniques, such as turbo spin-echo (TSE) sequences, as they provide excellent tissue contrast and high in-plane spatial resolution [4].

In this study, we carried out the first full assignment of the 1 H and 13C signals of saccharide 1 (β-planteose), saccharide 3 (theanderose), and saccharide 4 (laminaribiofructose), two-dimensional (2D -NMR techniques such as COSY, HSQC, HSQC-TOCSY, and HMBC.

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