Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels

• Main Authors: Sudhir Sornapudi (Author), Ronald Joe Stanley (Author), William V Stoecker (Author), Haidar Almubarak (Author), Rodney Long (Author), Sameer Antani (Author), George Thoma (Author), Rosemary Zuna (Author), Shelliane R Frazier (Author)
• Format: Book
• Published: Elsevier, 2018-01-01T00:00:00Z.
• Subjects: article
• Online Access: 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...