In the clinical application of genomic data analysis and modeling, a number of factors contribute to the performance of disease classification and clinical outcome prediction. This study focuses on ...

Abstract: In this paper we present a geometric extension of K-Nearest Neighbors (KNN) classifier, one that improves classification performance by retaining the structural relationships between ...