Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features

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Main Authors: Maulana Abdul Aziz, Hiroshi Kanazawa, Yuri Murakami, Fumikazu Kimura, Masahiro Yamaguchi, Tomoharu Kiyuna, Yoshiko Yamashita, Akira Saito, Masahiro Ishikawa, Naoki Kobayashi, Tokiya Abe, Akinori Hashiguchi, Michiie Sakamoto
Format: Article
Language:English
Published: Wiley 2014-01-01
Series:Analytical Cellular Pathology
Online Access:http://dx.doi.org/10.1155/2014/726782
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author Maulana Abdul Aziz
Hiroshi Kanazawa
Yuri Murakami
Fumikazu Kimura
Masahiro Yamaguchi
Tomoharu Kiyuna
Yoshiko Yamashita
Akira Saito
Masahiro Ishikawa
Naoki Kobayashi
Tokiya Abe
Akinori Hashiguchi
Michiie Sakamoto
author_facet Maulana Abdul Aziz
Hiroshi Kanazawa
Yuri Murakami
Fumikazu Kimura
Masahiro Yamaguchi
Tomoharu Kiyuna
Yoshiko Yamashita
Akira Saito
Masahiro Ishikawa
Naoki Kobayashi
Tokiya Abe
Akinori Hashiguchi
Michiie Sakamoto
author_sort Maulana Abdul Aziz
collection DOAJ
format Article
id doaj-art-9ddf66c523e24913aebe7ef3d6db7e3a
institution Kabale University
issn 2210-7177
2210-7185
language English
publishDate 2014-01-01
publisher Wiley
record_format Article
series Analytical Cellular Pathology
spelling doaj-art-9ddf66c523e24913aebe7ef3d6db7e3a2025-08-20T03:38:26ZengWileyAnalytical Cellular Pathology2210-71772210-71852014-01-01201410.1155/2014/726782726782Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular FeaturesMaulana Abdul Aziz0Hiroshi Kanazawa1Yuri Murakami2Fumikazu Kimura3Masahiro Yamaguchi4Tomoharu Kiyuna5Yoshiko Yamashita6Akira Saito7Masahiro Ishikawa8Naoki Kobayashi9Tokiya Abe10Akinori Hashiguchi11Michiie Sakamoto12Department of Information Processing, Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology, 4259-S1-17 Nagatsuta, Midori, Yokohama, Kanagawa 226-8503, JapanGlobal Scientific Information and Computing Center, Tokyo Institute of Technology, 2-12-1-I7-6 Ookayama, Meguro-ku, Tokyo 152-8550, JapanGlobal Scientific Information and Computing Center, Tokyo Institute of Technology, 2-12-1-I7-6 Ookayama, Meguro-ku, Tokyo 152-8550, JapanGlobal Scientific Information and Computing Center, Tokyo Institute of Technology, 2-12-1-I7-6 Ookayama, Meguro-ku, Tokyo 152-8550, JapanGlobal Scientific Information and Computing Center, Tokyo Institute of Technology, 2-12-1-I7-6 Ookayama, Meguro-ku, Tokyo 152-8550, JapanMedical Solutions Division, NEC Corporation, 5-7-1 Shiba, Minato-ku, Tokyo 108-8001, JapanDepartment of Information Processing, Interdisciplinary Graduate School of Science and Engineering, Tokyo Institute of Technology, 4259-S1-17 Nagatsuta, Midori, Yokohama, Kanagawa 226-8503, JapanMedical Solutions Division, NEC Corporation, 5-7-1 Shiba, Minato-ku, Tokyo 108-8001, JapanFaculty of Health and Medical Care, Saitama Medical University, 1397-1 Yamane, Hidaka-shi, Saitama 350-1241, JapanFaculty of Health and Medical Care, Saitama Medical University, 1397-1 Yamane, Hidaka-shi, Saitama 350-1241, JapanDepartment of Pathology, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, JapanDepartment of Pathology, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, JapanDepartment of Pathology, School of Medicine, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japanhttp://dx.doi.org/10.1155/2014/726782
spellingShingle Maulana Abdul Aziz
Hiroshi Kanazawa
Yuri Murakami
Fumikazu Kimura
Masahiro Yamaguchi
Tomoharu Kiyuna
Yoshiko Yamashita
Akira Saito
Masahiro Ishikawa
Naoki Kobayashi
Tokiya Abe
Akinori Hashiguchi
Michiie Sakamoto
Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
Analytical Cellular Pathology
title Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
title_full Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
title_fullStr Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
title_full_unstemmed Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
title_short Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features
title_sort enhancing automatic classification of hepatocellular carcinoma images through image masking tissue changes and trabecular features
url http://dx.doi.org/10.1155/2014/726782
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