Daisuke Komura

According to our database, Daisuke Komura authored at least 12 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pathology Foundation Models.

Mieko Ochi, Daisuke Komura, Shumpei Ishikawa

CoRR, 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

2023

Meet the authors: Daisuke Komura and Shumpei Ishikawa.

Daisuke Komura, Shumpei Ishikawa

Patterns, July, 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, February, 2023

2022

Viola: a structural variant signature extractor with user-defined classifications.

Itsuki Sugita, Shohei Matsuyama, Hiroki Dobashi, Daisuke Komura, Shumpei Ishikawa

Bioinform., 2022

2019

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.

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

IEEE Trans. Medical Imaging, 2019

Capturing the differences between humoral immunity in the normal and tumor environments from repertoire-seq of B-cell receptors using supervised machine learning.

Hiroki Konishi, Daisuke Komura, Hiroto Katoh, Shinichiro Atsumi, Hirotomo Koda, Asami Yamamoto, Yasuyuki Seto, Masashi Fukayama, Rui Yamaguchi, Seiya Imoto, Shumpei Ishikawa

BMC Bioinform., 2019

2018

A benchmark for comparing precision medicine methods in thyroid cancer diagnosis using tissue microarrays.

Ching-Wei Wang, Yu-Ching Lee, Evelyne Calista, Fan Zhou, Hongtu Zhu, Ryohei Suzuki, Daisuke Komura, Shumpei Ishikawa, Shih-Ping Cheng

Bioinform., 2018

2017

Machine learning methods for histopathological image analysis.

Daisuke Komura, Shumpei Ishikawa

CoRR, 2017

2009

Promoting Total Efficiency in Text Clustering via Iterative and Interactive Metric Learning.

Michinari Momma, Satoshi Morinaga, Daisuke Komura

Proceedings of the ICDM 2009, 2009

2006

Noise Reduction from Genotyping Microarrays Using Probe Level Information.

Daisuke Komura, Kunihiro Nishimura, Shumpei Ishikawa, Binaya Panda, Jing Huang, Hiroshi Nakamura, Sigeo Ihara, Michitaka Hirose, Keith W. Jones, Hiroyuki Aburatani

Silico Biol., 2006

2005

Multidimensional support vector machines for visualization of gene expression data.

Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara

Bioinform., 2005