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The appearance of digital pathology has created good foundation for objective diagnoses based on quantitative feature analysis.
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However, systematic studies with larger samples of varying types of pathologies, and their correlation with specific MRI features, are needed to allow the classification of malformations based on quantitative MRI features.
This is performed through techniques of pattern classification, such as linear classifiers based on quantitative morphologic features, and support vector machines with linear and Gaussian kernels.
An algorithm based on quantitative morphologic features was also used to classify each image.
The use of automated image interpretation tools in medicine greatly depends on the quality of the data received by the system, and machine-based learning systems can increase the accuracy of any image analysis tool that is based on quantitative assessment of feature elements [ 37– 40].
This provides an opportunity to predict substrate determining features based on quantitative comparison of ELK sequences and crystal structures.
10 Much previous evidence supported the hypothesis that this discrimination should be based on quantitative binding parameters rather than geometrical features.
The morphometrical grades were based on quantitative measurements of each of the grading sub-features and their numerical thresholds (Kronqvist et al, 1997, 1998b, 1999 2000).
Each metro is assigned a ranking of one to 40 in each category, based on quantitative data.
Overall, there are few evidence-based strategies to address vaccine hesitancy and even fewer based on quantitative evidence25.
holdings more conservatively — resulting in losses — much of their methodology was based on "quantitative evaluation".
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