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  1. 1. Automatic Gleason Classification of Prostate Cancer - Classification of Small Regions

    University essay from Lunds universitet/Matematik LTH

    Author : Kasper Tall; [2018]
    Keywords : Prostate cancer; Gleason grading; CNN; Inception; ResNet; Inception-ResNet; Technology and Engineering;

    Abstract : Purpose: To classify the severity of a case of prostate cancer, physicians use the 10-grade Gleason score. The purpose of this Master’s thesis is to study how small dimensions of image crops affect the Gleason 5-classification capability of a machine learning system. READ MORE