Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels

• 主要な著者: Sudhir Sornapudi (著者), Ronald Joe Stanley (著者), William V Stoecker (著者), Haidar Almubarak (著者), Rodney Long (著者), Sameer Antani (著者), George Thoma (著者), Rosemary Zuna (著者), Shelliane R Frazier (著者)
• フォーマット: 図書
• 出版事項: Elsevier, 2018-01-01T00:00:00Z.
• 主題: article
• オンライン･アクセス: Connect to this object online.

Background: Advances in image analysis and computational techniques have facilitated automatic detection of critical features in histopathology images. Detection of nuclei is critical for squamous epithelium cervical intraepithelial neoplasia (CIN) classification into normal, CIN1, CIN2, and CIN3 gr...