Title “Identification of Virtual Tumor Markers and Tumor Diagnosis Predictors Using Evolutionary Algorithms” Prof. Stephan Winkler, Sala de Grados – 17th November 2014 – 11:00

In this talk we present results of empirical research work done on the data based identification of estimation models for tumor markers and cancer diagnoses: Based on patients' data records including standard blood parameters, tumor markers, and information about the diagnosis of tumors we have trained mathematical models that represent virtual tumor markers and predictors for cancer diagnoses, respectively. We have used a medical database compiled at the Central Laboratory of the General Hospital Linz, Austria, and applied several data based modeling approaches for identifying mathematical models for estimating selected tumor marker values on the basis of routinely available blood values.

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winkler_talk.txt · Last modified: 2014/11/18 11:37 by J. Ignacio Hidalgo