Deep Learning Nuclei Detection in Digitized Histology Images by Superpixels

• প্রধান লেখক: Sudhir Sornapudi (লেখক), Ronald Joe Stanley (লেখক), William V Stoecker (লেখক), Haidar Almubarak (লেখক), Rodney Long (লেখক), Sameer Antani (লেখক), George Thoma (লেখক), Rosemary Zuna (লেখক), Shelliane R Frazier (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: Elsevier, 2018-01-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...