Daisuke Komura

17 papers A* 1Misc 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis.
CoRR
Daisuke Komura, Maki Takao, Mieko Ochi, Takumi Onoyama, Hiroto Katoh, Hiroyuki Abe, Hiroyuki Sano, Teppei Konishi, Toshio Kumasaka, Tomoyuki Yokose, Yohei Miyagi, Tetsuo Ushiku, Shumpei Ishikawa
2025 J jnl
Medicine for artificial intelligence: applying a medical framework to AI anomalies.
Frontiers Artif. Intell.
Takahiro Kato, Daisuke Komura, Binaya Panda, Shumpei Ishikawa
2024 — conf
Enhanced Interpretability in Histopathological Images via Combined Tissue and Cell-Level Graph Analysis.
AMAI@MICCAI
Mieko Ochi, Daisuke Komura, Tetsuo Ushiku, Yasushi Rino, Shumpei Ishikawa
2024 J jnl
Multimodal Whole Slide Foundation Model for Pathology.
CoRR
Tong Ding, Sophia J. Wagner, Andrew H. Song, Richard J. Chen, Ming Y. Lu, Andrew Zhang, Anurag J. Vaidya, Guillaume Jaume, Muhammad Shaban, Ahrong Kim, Drew F. K. Williamson, Bowen Chen, Cristina Almagro-Pérez, Paul Doucet, Sharifa Sahai, Chengkuan Chen, Daisuke Komura, Akihiro Kawabe, Shumpei Ishikawa, Georg Gerber, Tingying Peng, Long Phi Le, Faisal Mahmood
2024 J jnl
Pathology Foundation Models.
CoRR
Mieko Ochi, Daisuke Komura, Shumpei Ishikawa
2024 J jnl
SegRep: Mask-Supervised Learning for Segment Representation in Pathology Images.
IEEE Access
Chichun Yang, Daisuke Komura, Mieko Ochi, Miwako Kakiuchi, Hiroto Katoh, Tetsuo Ushiku, Shumpei Ishikawa
2023 J jnl
Meet the authors: Daisuke Komura and Shumpei Ishikawa.
Patterns
Daisuke Komura, Shumpei Ishikawa
2023 J jnl
Restaining-based annotation for cancer histology segmentation to overcome annotation-related limitations among pathologists.
Patterns
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
2022 J jnl
Viola: a structural variant signature extractor with user-defined classifications.
Bioinform.
Itsuki Sugita, Shohei Matsuyama, Hiroki Dobashi, Daisuke Komura, Shumpei Ishikawa
2019 J jnl
Capturing the differences between humoral immunity in the normal and tumor environments from repertoire-seq of B-cell receptors using supervised machine learning.
BMC Bioinform.
Hiroki Konishi, Daisuke Komura, Hiroto Katoh, Shinichiro Atsumi, Hirotomo Koda, Asami Yamamoto, Yasuyuki Seto, Masashi Fukayama, Rui Yamaguchi, Seiya Imoto, Shumpei Ishikawa
2019 J jnl
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.
IEEE Trans. Medical Imaging
Péter Bándi, Oscar Geessink, Quirine Manson, Marcory Van Dijk, Maschenka Balkenhol, Meyke Hermsen, Babak Ehteshami Bejnordi, Byungjae Lee, Kyunghyun Paeng, Aoxiao Zhong, Quanzheng Li, Farhad Ghazvinian Zanjani, Svitlana Zinger, Keisuke Fukuta, Daisuke Komura, Vlado Ovtcharov, Shenghua Cheng, Shaoqun Zeng, Jeppe Thagaard, Anders B. Dahl, Huangjing Lin, Hao Chen, Ludwig Jacobsson, Martin Hedlund, Melih Çetin, Eren Halici, Hunter Jackson, Richard Chen, Fabian Both, Jörg Franke, Heidi Küsters-Vandevelde, Willem Vreuls, Peter Bult, Bram van Ginneken, Jeroen van der Laak, Geert Litjens
2018 J jnl
A benchmark for comparing precision medicine methods in thyroid cancer diagnosis using tissue microarrays.
Bioinform.
Ching-Wei Wang, Yu-Ching Lee, Evelyne Calista, Fan Zhou, Hongtu Zhu, Ryohei Suzuki, Daisuke Komura, Shumpei Ishikawa, Shih-Ping Cheng
2017 J jnl
Machine learning methods for histopathological image analysis.
CoRR
Daisuke Komura, Shumpei Ishikawa
2009 A* conf
Promoting Total Efficiency in Text Clustering via Iterative and Interactive Metric Learning.
ICDM
Michinari Momma, Satoshi Morinaga, Daisuke Komura
2006 J jnl
Noise Reduction from Genotyping Microarrays Using Probe Level Information.
Silico Biol.
Daisuke Komura, Kunihiro Nishimura, Shumpei Ishikawa, Binaya Panda, Jing Huang, Hiroshi Nakamura, Sigeo Ihara, Michitaka Hirose, Keith W. Jones, Hiroyuki Aburatani
2005 J jnl
Multidimensional support vector machines for visualization of gene expression data.
Bioinform.
Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara
2004 Misc conf
Multidimensional support vector machines for visualization of gene expression data.
SAC
Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara