Browsing Research Articles (Computer Science) by Author "Mapiye, Darlington"

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Discriminatory Gleason grade group signatures of prostate cancer : an application of machine learning methods

Mokoatle, Mpho; Mapiye, Darlington; Marivate, Vukosi; Hayes, Vanessa M.; Bornman, Maria S. (Riana) (Public Library of Science, 2022-06-09)

One of the most precise methods to detect prostate cancer is by evaluation of a stained biopsy by a pathologist under a microscope. Regions of the tissue are assessed and graded according to the observed histological ...
A review and comparative study of cancer detection using machine learning : SBERT and SimCSE application

Mokoatle, Mpho; Marivate, Vukosi; Mapiye, Darlington; Bornman, Maria S. (Riana); Hayes, Vanessa M. (BMC, 2023-03-23)

BACKGROUND : Using visual, biological, and electronic health records data as the sole input source, pretrained convolutional neural networks and conventional machine learning methods have been heavily employed for the ...

Now showing items 1-2 of 2

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