Domain-adaptive semi-supervised learning for efficient rare pathological lesion detection with minimal annotation.
Matsui I, Matsumoto A, Imai A, Okushima H, Niioka H, Abe M, Tamai N, Nagasu H, Kanda E, Uchino E, Sofue T, Imasawa T, Yano Y, Kinashi H, Miyoshi KI, Harada T, Nagasawa Y, Fujimoto K, Kurokawa Y, Kato S, Kaseda R, Koizumi M, Kusunoki Y, Ohya M, Kawazoe Y, Abe H, Matsukuma Y, Kosugi T, Ueda Y, Fujii N, Takeji M, Suzuki A, Nagatoya K, Oka K, Ando Y, Izumi M, Komiya T, Tsukamoto T, Mimura I, Kuragano T, Nakano T, Tsuruya K, Ito Y, Minamino T, Yamaguchi O, Yamamoto S, Komaba H, Furuichi K, Fukami K, Araki SI, Masaki T, Tsuboi N, Yokoyama H, Shimizu A, Ushiku T, Maruyama S, Yanagita M, Nangaku M, Yamamoto R, Inoue K, Isaka Y.
Matsui I, et al. Among authors: araki si.
NPJ Digit Med. 2025 Nov 23. doi: 10.1038/s41746-025-02160-6. Online ahead of print.
NPJ Digit Med. 2025.
PMID: 41276625
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