Essays about: "Sevket Melih Zenciroglu"

Found 1 essay containing the words Sevket Melih Zenciroglu.

  1. 1. Comparing Non-Bayesian Uncertainty Evaluation Methods in Chromosome Classification by Using Deep Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sevket Melih Zenciroglu; [2021]
    Keywords : Karyotyping; Chromosome; Image Classification; Deep Neural Networks; Uncertainty; Ensembles; Test Time Augmentation; Dropout; Entropy; Variance.; Deep Neural Networks; non-Bayesian; Osäkerhet; Ensembler; Testtidförstoring; Dropout; Entropy; Variance.;

    Abstract : Chromosome classification is one of the essential tasks in karyotyping to diagnose genetic abnormalities like some types of cancers and Down syndrome. Deep convolutional neural networks have been widely used in this task, and the accuracy of classification models is exceptionally critical to such sensitive medical diagnoses. READ MORE