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2020 – today
- 2024
[j9]Chichun Yang
, Daisuke Komura, Mieko Ochi, Miwako Kakiuchi, Hiroto Katoh, Tetsuo Ushiku, Shumpei Ishikawa:
SegRep: Mask-Supervised Learning for Segment Representation in Pathology Images. IEEE Access 12: 141729-141740 (2024)- [i2]Mieko Ochi, Daisuke Komura, Shumpei Ishikawa:
Pathology Foundation Models. CoRR abs/2407.21317 (2024) - 2023
- [j8]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:
Restaining-based annotation for cancer histology segmentation to overcome annotation-related limitations among pathologists. Patterns 4(2): 100688 (2023) - [j7]Daisuke Komura, Shumpei Ishikawa:
Meet the authors: Daisuke Komura and Shumpei Ishikawa. Patterns 4(7): 100794 (2023) - 2022
- [j6]Itsuki Sugita, Shohei Matsuyama, Hiroki Dobashi, Daisuke Komura, Shumpei Ishikawa:
Viola: a structural variant signature extractor with user-defined classifications. Bioinform. 38(2): 540-542 (2022)
2010 – 2019
- 2019
- [j5]Hiroki Konishi, Daisuke Komura, Hiroto Katoh, Shinichiro Atsumi, Hirotomo Koda, Asami Yamamoto, Yasuyuki Seto, Masashi Fukayama, Rui Yamaguchi, Seiya Imoto, Shumpei Ishikawa:
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. 20(1): 267:1-267:11 (2019) - [j4]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:
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge. IEEE Trans. Medical Imaging 38(2): 550-560 (2019) - 2018
- [j3]Ching-Wei Wang, Yu-Ching Lee, Evelyne Calista, Fan Zhou, Hongtu Zhu, Ryohei Suzuki, Daisuke Komura, Shumpei Ishikawa, Shih-Ping Cheng:
A benchmark for comparing precision medicine methods in thyroid cancer diagnosis using tissue microarrays. Bioinform. 34(10): 1767-1773 (2018) - 2017
- [i1]Daisuke Komura, Shumpei Ishikawa:
Machine learning methods for histopathological image analysis. CoRR abs/1709.00786 (2017)
2000 – 2009
- 2009
- [c2]Michinari Momma, Satoshi Morinaga, Daisuke Komura:
Promoting Total Efficiency in Text Clustering via Iterative and Interactive Metric Learning. ICDM 2009: 878-883 - 2006
- [j2]Daisuke Komura, Kunihiro Nishimura, Shumpei Ishikawa, Binaya Panda, Jing Huang, Hiroshi Nakamura, Sigeo Ihara, Michitaka Hirose, Keith W. Jones, Hiroyuki Aburatani:
Noise Reduction from Genotyping Microarrays Using Probe Level Information. Silico Biol. 6(1-2): 79-92 (2006) - 2005
- [j1]Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara:
Multidimensional support vector machines for visualization of gene expression data. Bioinform. 21(4): 439-444 (2005) - 2004
- [c1]Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara:
Multidimensional support vector machines for visualization of gene expression data. SAC 2004: 175-179
Coauthor Index
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