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Prior knowledge is incorporated using a plant appearance model implemented with Gaussian mixture models, which utilizes incrementally information from previously segmented instances.
To test this approach, we developed an animal model that enabled simultaneous measurement of cardiac function with a transonic flow meter and PET determination of function using tracer kinetic models which utilizes the sinogram binning.
The potential of developing data fusion based machine learning models which utilizes biomarkers from breathomics (metabolomics study of exhaled air) as a diagnostic tool is demonstrated in [ 121].
The association network was inferred using the experimental response map and graphical Gaussian models, which utilizes partial correlations for network inference (Schafer and Strimmer, 2005).
The moderate performance achieved by existing methods (see next section) have led us to develop a new cell-specific model building method termed PRIME (Personalized ReconstructIon of Metabolic models), which utilizes both molecular and phenotypic data for tailoring cell-specific GSMMs.
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This method is only applicable to material models which utilize a Mohr-Coulomb or similar (e.g. Drucker-Prager) failure criterion.
Current vapor pressure models, which utilize traditional physical properties as inputs, are limited by their range of applicability and/or by poor suitability for generalization.
As most laboratory scientists communicate their data in qualitative terms, rule-based models which utilize such qualitative information provide an ideal candidate for that platform.
The fundamentals of the equation can be traced back to certain uniform field transport models, which utilize the Wigner formalism to derive classical [16], or quantum-mechanical [17] electron phonon interaction operators.
In contrast to the TAg models which utilize lung promoter-viral oncogene fusion, human achaete-scute homolog-1 (hASH1) models have been developed that rely on the human transcription factor's fusion to the lung-specific clara cell 10 kDa secretory protein (CC10).
We also describe our novel small animal model which utilizes humanized Rag2−/−γc−/− mice.
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