Ensemble Clustering to Generate Phenotypes of Kidney Transplant Donors and Recipients.

Abstract excerpt

In this paper we investigate the generation of phenotypes for kidney transplant donors and recipients to assist with decision making around organ allocation. We present an ensemble clustering approach for multi-type data (numerical and categorical) using two different clustering approaches-i.e., model based and vector quantization based clustering. These clustering approaches were applied to a large, US national...

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