Case-based Similar Image Retrieval for Weakly Annotated Large Histopathological Images of Malignant Lymphoma Using Deep Metric Learning

In the present study, we propose a novel case-based similar image retrieval (SIR) method for hematoxylin and eosin (H&E)-stained histopathological images of malignant lymphoma. When a whole slide image (WSI) is used as an input query, it is desirable to be able to retrieve similar cases by focus...

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Hauptverfasser:	Hashimoto, Noriaki, Takagi, Yusuke, Masuda, Hiroki, Miyoshi, Hiroaki, Kohno, Kei, Nagaishi, Miharu, Sato, Kensaku, Takeuchi, Mai, Furuta, Takuya, Kawamoto, Keisuke, Yamada, Kyohei, Moritsubo, Mayuko, Inoue, Kanako, Shimasaki, Yasumasa, Ogura, Yusuke, Imamoto, Teppei, Mishina, Tatsuzo, Tanaka, Ken, Kawaguchi, Yoshino, Nakamura, Shigeo, Ohshima, Koichi, Hontani, Hidekata, Takeuchi, Ichiro
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
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