Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification. - Shota Harada; Ryoma Bise; Kengo Araki; Akihiko Yoshizawa; Kazuhiro Terada; Mariyo Kurata; Naoki Nakajima; Hiroyuki Abe; Tetsuo Ushiku; Seiichi Uchida (ISBI, 2023)

Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation. - Xiaoqing Liu; Kengo Araki; Shota Harada; Akihiko Yoshizawa; Kazuhiro Terada; Mariyo Kurata; Naoki Nakajima; Hiroyuki Abe; Tetsuo Ushiku; Ryoma Bise (ISBI, 2023)

Domain Adaptive Multiple Instance Learning for Instance-Level Prediction of Pathological Images. - Shusuke Takahama; Yusuke Kurose; Yusuke Mukuta; Hiroyuki Abe; Akihiko Yoshizawa; Tetsuo Ushiku; Masashi Fukayama; Masanobu Kitagawa; Masaru Kitsuregawa; Tatsuya Harada (ISBI, 2023)

Restaining-based annotation for cancer histology segmentation to overcome annotation-related limitations among pathologists. - Daisuke Komura; Takumi Onoyama; Koki Shinbo; Hiroto Odaka; Minako Hayakawa; Mieko Ochi; Ranny Rahaningrum Herdiantoputri; Haruya Endo; Hiroto Katoh; Tohru Ikeda; Tetsuo Ushiku; Shumpei Ishikawa (Patterns, 2023)

Domain Generalization for Pathological Images Using the Storage Period Information. - Yuki Shigeyasu; Shota Harada; Akihiko Yoshizawa; Kazuhiro Terada; Naoki Nakazima; Mariyo Kurata; Hiroyuki Abe; Tetsuo Ushiku; Ryoma Bise (ISBI, 2024)

Enhanced Interpretability in Histopathological Images via Combined Tissue and Cell-Level Graph Analysis. - Mieko Ochi; Daisuke Komura; Tetsuo Ushiku; Yasushi Rino; Shumpei Ishikawa (AMAI@MICCAI, 2024)

SegRep: Mask-Supervised Learning for Segment Representation in Pathology Images. - Chichun Yang; Daisuke Komura; Mieko Ochi; Miwako Kakiuchi; Hiroto Katoh; Tetsuo Ushiku; Shumpei Ishikawa (IEEE Access, 2024)

Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis. - Daisuke Komura; Maki Takao; Mieko Ochi; Takumi Onoyama; Hiroto Katoh; Hiroyuki Abe; Hiroyuki Sano; Teppei Konishi; Toshio Kumasaka; Tomoyuki Yokose; Yohei Miyagi; Tetsuo Ushiku; et al. (CoRR, 2025)

Domain Generalization of Pathological Image Segmentation by Patch-Level and WSI-Level Contrastive Learning. - Yuki Shigeyasu; Shota Harada; Akihiko Yoshizawa; Kazuhiro Terada; Naoki Nakazima; Mariyo Kurata; Hiroyuki Abe; Tetsuo Ushiku; Ryoma Bise (CoRR, 2025)