Sökning: "Macenko"

Hittade 1 uppsats innehållade ordet Macenko.

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

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Sammanfattning : 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. LÄS MER