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  • Chatterjee, Swarnadip, 1990-, et al. (author)
  • DCNN based Oral Cancer Screening using Whole Slide Cytology Images : Effect of Increased Patch Size
  • 2022
  • Conference paper (other academic/artistic)abstract
    • Cases of Oral Cancer are increasing around the world. Oral Squamous Cell Carcinomas constitute majority of all Oral Cancer cases and arise from the oral epithelium. Although this type of Oral Cancer is highly accessible to clinicians as they are superficial, they are often discovered late. To improve early detection in order to increase the chances of survival, we propose a Deep Convolutional Neural Network based framework on whole slide cytology images. In this ongoing work, we have shown that increasing the size of the patch centered at the detected nuclei, increases the accuracy of classification of the pathological condition of the nuclei using only slide-level labels.
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Type of publication
conference paper (1)
Type of content
other academic/artistic (1)
Author/Editor
Lindblad, Joakim (1)
Sladoje, Nataša (1)
Chatterjee, Swarnadi ... (1)
University
Uppsala University (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Medical and Health Sciences (1)
Year
2022 (1)

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