Enhancing automatic classification of hepatocellular carcinoma images through image masking, tissue changes and trabecular features

• Main Authors: Maulana Abdul Aziz (Author), Hiroshi Kanazawa (Author), Yuri Murakami (Author), Fumikazu Kimura (Author), Masahiro Yamaguchi (Author), Tomoharu Kiyuna (Author), Yoshiko Yamashita (Author), Akira Saito (Author), Masahiro Ishikawa (Author), Naoki Kobayashi (Author), Tokiya Abe (Author), Akinori Hashiguchi (Author), Michiie Sakamoto (Author)
• Format: Book
• Published: Elsevier, 2015-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background: Recent breakthroughs in computer vision and digital microscopy have prompted the application of such technologies in cancer diagnosis, especially in histopathological image analysis. Earlier, an attempt to classify hepatocellular carcinoma images based on nuclear and structural features...