首页> Medical image analysis> Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning.

Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning.

导出 LinkOut

翻译打印收藏纠错

第一作者： Noriaki,Hashimoto

第一单位： RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan.

作者： Noriaki,Hashimoto ^[1] ; Yusuke,Takagi ^[2] ; Hiroki,Masuda ^[2] ; Hiroaki,Miyoshi ^[3] ; Kei,Kohno ^[3] ; Miharu,Nagaishi ^[3] ; Kensaku,Sato ^[3] ; Mai,Takeuchi ^[3] ; Takuya,Furuta ^[3] ; Keisuke,Kawamoto ^[3] ; Kyohei,Yamada ^[3] ; Mayuko,Moritsubo ^[3] ; Kanako,Inoue ^[3] ; Yasumasa,Shimasaki ^[3] ; Yusuke,Ogura ^[3] ; Teppei,Imamoto ^[3] ; Tatsuzo,Mishina ^[3] ; Ken,Tanaka ^[3] ; Yoshino,Kawaguchi ^[3] ; Shigeo,Nakamura ^[4] ; Koichi,Ohshima ^[3] ; Hidekata,Hontani ^[2] ; Ichiro,Takeuchi ^[5]

作者单位： RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan. ^[1] Department of Computer Science, Nagoya Institute of Technology, Gokiso-cho, Showa-ku, Nagoya 466-8555, Japan. ^[2] Department of Pathology, Kurume University School of Medicine, 67 Asahimachi, Kurume 830-0011, Japan. ^[3] Department of Pathology and Laboratory Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya 466-8560, Japan. ^[4] RIKEN Center for Advanced Intelligence Project, 1-4-1 Nihonbashi, Chuo-ku, Tokyo 103-0027, Japan; Department of Mechanical Systems Engineering, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8603, Japan. Electronic address: ichiro.takeuchi@mae.nagoya-u.ac.jp. ^[5]

关键词 Case-based similar image retrieval Deep metric learning Digital pathology Malignant lymphoma Multiple instance learning

医学主题词人类(Humans);淋巴瘤(Lymphoma);图像解释, 计算机辅助(Image Interpretation, Computer-Assisted)

DOI 10.1016/j.media.2023.102752

PMID 36716701

发布时间 2023-03-17

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交