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Although this article has focused on the utility of histopathologic features of breast cancers in the context of the classification of variants in the BRCA1 and BRCA2 genes, these results should also be useful in a range of other applications.
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In order for a clinician or student to understand periodontal assessment and diagnosis in the context of the 2017 classification system, it is critical to understand that the first step is to determine the type of periodontal disease (Table 1).
Examples stemming from a global research landscape are discussed in the context of this classification.
In this article, we measure the performance of such alphabets in the context of the protein structure classification problem.
This is particularly relevant in the context of the new 2017 classification system, as staging of periodontitis is based on radiographic bone loss and/or CAL, which is not captured by the BPE.
Effect-based tools support also the ecotoxicological characterisation and classification of hazardous wastes in the context of the Waste Framework Directive (2008/98/EC).
It seems to be a 2D implementation of a syndrome classification comparable to the 3D based classification done in the work of Hammond et al. The way I can read this in the context of the remainder of the paper is: In essence a traditional classification in the raw feature space using SVM increased from 94.4%, to 99.5% in "Face-Space" using kNN classification.
Supervised features were successfully used in the context of image classification and retrieval, where they showed excellent results.
Very recently these methods have begun to be applied to groundwater flow and transport simulations, and we discuss these applications in the context of our classification scheme.
Pires et al. [6] applied the BoVW in the context of lesion classification in retinal images.
We compare the six classification techniques in the context of two classification tasks: schizophrenia versus control and bipolar versus control.
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