New Quadratic Discriminant Analysis Algorithms for Correlated Audiometric Data.

Abstract excerpt

Paired organs like eyes, ears, and lungs in humans exhibit similarities, and data from these organs often display remarkable correlations. Accounting for these correlations could enhance classification models used in predicting disease phenotypes. To our knowledge, there is limited, if any, literature addressing this topic, and existing methods do not exploit such correlations. For example, the conventional...

Topics

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• Algorithms
• Audiometry
• Computer Simulation
• Discriminant Analysis
• Hearing Loss