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Fan, Y., Resnick, S.M., Wu, X. & Davatzikos, C. Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study.
IDEAL is a multicenter prospective, randomized, open-label, blinded, end point classification study.
This classification study provides guidance on identifiable parameters, and on parameterization and inverse model design for CLM but the methodology is applicable to other models.
The results of a principal component analysis, as well as a classification study using SIMCA (soft independent modeling of class analogies), revealed that the samples can be successfully discriminated with respect to propane content by using the NIR spectrum in the range 8100 8800 cm−1.
Four groups labeled in the MIT-BIH arrhythmia database are selected and used in our classification study.
Section 8 contains a major application of our methodology to a larger set of syllables in a more complex classification study.
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Greenberg's studies on language universals are less controversial than his classification studies.
Classification studies have been carried out using principal component analysis (PCA) of the fractal spectra.
In particular, the classification studies performed along with the use of machine learning (ML) approaches is increasing a little more with each passing day.
In order to evaluate the performance of the proposed method accuracy, sensitivity and specificity performance measures that are used commonly in medical classification studies were used.
In particular, we discuss recent developments in gene expression-based analysis methods used in association and classification studies, phenotyping and reverse engineering of gene networks.
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