Detection of fibrosis in liver biopsy images by using Bayesian classifier

• Main Authors: Kanyanat Meejaroen, Charoen Chaweechan, Wanus Khodsiri, Vorapranee Khu-Smith, Ukrit Watchareeruetai, Pattana Sornmagura, Taya Kittiyakara
• Other Authors: King Mongkut's Institute of Technology Ladkrabang
• Format: Conference or Workshop Item
• Published: 2018
• Subjects: Computer Science
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/35847
• Institution: Mahidol University

© 2015 IEEE. In this paper, an image-processing-based method designed to detect fibrosis in liver biopsy images is proposed. The proposed method first enhances the color difference between liver tissue and fibrosis areas. Then, a low-pass filtering is applied to each color band to reduce noise. In o...