Essays about: "Emelie Kvarnström"

Found 1 essay containing the words Emelie Kvarnström.

  1. 1. Boosting CNN Performance in Digital Pathology Using Colour Normalisation and Ensembling

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

    Author : Emelie Kvarnström; Axel Tibbling; [2021]
    Keywords : Colour normalisation; Histogram; Khan; Macenko; Reinhard; ensemble; digital pathology; histopathology; deep learning; EfficientNet;

    Abstract : Researchers within digital pathology are endeavouringto develop machine-learning tools to support dentists whenmaking a diagnosis. The purpose of this study was to investigatehow applying colour normalisation (CN) algorithms on an oral,histopathological dataset would impact both machine-learningmodels and ensembles of models when classifying cell types. READ MORE