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ANN as a prognostic tool after treatment of non-seminoma testicular cancer

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Marszałł M., Krysiński J., Sroka W., Nyczak Z., Stefanowicz M., Waśniewski T., Romaszko J., Buciński A.
Open Medicine
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2012
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vol. 7
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issue 5
672-679
EN
Testicular cancer is rare but is the most common cancer in males between 15 and 34 years of age. Two principal types of testicular cancer are distinguished: seminomas and non-seminomas. If detected early, the overall cure rate for testicular cancer exceeds 90%. In this study, artificial neural network (ANN) analysis as a prognostic tool was demonstrated regard to five year recurrence after the non-seminoma treatment. Data from 202 patients treated for non-seminoma were available for evaluation and comparison. A total of 32 variables were analysed using the ANN. The ANN approach, as an advanced multivariate data processing method, was demon-strated to provide objective prognostic data. Some of these prognostic factors are consistent or even imperceptible with previously evaluated by other statistical methods.
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