Shumpei Ishikawa

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 7

Top Topics

Supervised Machine Learning

Automatic Annotation

Cancer Diagnosis

Top Venues

Publications

Mieko Ochi, Daisuke Komura, Shumpei Ishikawa
Pathology Foundation Models. CoRR (2024)
Daisuke Komura, Shumpei Ishikawa
Meet the authors: Daisuke Komura and Shumpei Ishikawa. Patterns 4 (7) (2023)
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) (2023)
Itsuki Sugita, Shohei Matsuyama, Hiroki Dobashi, Daisuke Komura, Shumpei Ishikawa
Viola: a structural variant signature extractor with user-defined classifications. Bioinform. 38 (2) (2022)
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) (2019)
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) (2018)
Daisuke Komura, Shumpei Ishikawa
Machine learning methods for histopathological image analysis. CoRR (2017)
Jing Huang, Wen Wei, Joyce Chen, Jane Zhang, Guoying Liu, Xiaojun Di, Rui Mei, Shumpei Ishikawa, Hiroyuki Aburatani, Keith W. Jones, Michael H. Shapero
CARAT: A novel method for allelic detection of DNA copy number changes using high density oligonucleotide arrays. BMC Bioinform. 7 (2006)
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) (2006)