Browsing by Author "García Ríos, Emilio Rafael"

Filter results by typing the first few letters
Now showing 1 - 1 of 1
  • Thumbnail Image
    Item
    Automatic lymphocyte detection on gastric cancer IHC images using deep learning
    (Pontificia Universidad Católica del Perú, 2018-01-19) García Ríos, Emilio Rafael; Beltrán Castañón, César Armando
    Tumor-infiltrating lymphocytes (TILs) have received considerable attention in recent years, as evidence suggests they are related to cancer prognosis. Distribution and localization of these and other types of immune cells are of special interest for pathologists, and frequently involve manual examination on Immunohistochemistry (IHC) Images. We present a model based on Deep Convolutional Neural Networks for Automatic lymphocyte detection on IHC images of gastric cancer. The dataset created as part of this work is publicly available for future research.