Komori O - Search Results

1

Development of novel diagnostic system for pancreatic cancer, including early stages, measuring mRNA of whole blood cells.

Sakai Y, Honda M, Matsui S, Komori O, Murayama T, Fujiwara T, Mizuno M, Imai Y, Yoshimura K, Nasti A, Wada T, Iida N, Kitahara M, Horii R, Toshikatsu T, Nishikawa M, Okafuji H, Mizukoshi E, Yamashita T, Yamashita T, Arai K, Kitamura K, Kawaguchi K, Takatori H, Shimakami T, Terashima T, Hayashi T, Nio K, Kaneko S; Hokuriku Liver Study Group. Sakai Y, et al. Among authors: komori o. Cancer Sci. 2019 Apr;110(4):1364-1388. doi: 10.1111/cas.13971. Epub 2019 Mar 27. Cancer Sci. 2019. PMID: 30742728 Free PMC article.

2

Reproducible detection of disease-associated markers from gene expression data.

Omae K, Komori O, Eguchi S. Omae K, et al. Among authors: komori o. BMC Med Genomics. 2016 Aug 18;9(1):53. doi: 10.1186/s12920-016-0214-5. BMC Med Genomics. 2016. PMID: 27538512 Free PMC article.

3

Clinical and microarray analysis of breast cancers of all subtypes from two prospective preoperative chemotherapy studies.

Okuma HS, Koizumi F, Hirakawa A, Nakatochi M, Komori O, Hashimoto J, Kodaira M, Yunokawa M, Yamamoto H, Yonemori K, Shimizu C, Fujiwara Y, Tamura K. Okuma HS, et al. Among authors: komori o. Br J Cancer. 2016 Aug 9;115(4):411-9. doi: 10.1038/bjc.2016.184. Epub 2016 Jul 14. Br J Cancer. 2016. PMID: 27415010 Free PMC article. Clinical Trial.

4

A boosting method for maximizing the partial area under the ROC curve.

Komori O, Eguchi S. Komori O, et al. BMC Bioinformatics. 2010 Jun 10;11:314. doi: 10.1186/1471-2105-11-314. BMC Bioinformatics. 2010. PMID: 20537139 Free PMC article.

5

Multiple suboptimal solutions for prediction rules in gene expression data.

Komori O, Pritchard M, Eguchi S. Komori O, et al. Comput Math Methods Med. 2013;2013:798189. doi: 10.1155/2013/798189. Epub 2013 Apr 16. Comput Math Methods Med. 2013. PMID: 23662163 Free PMC article.

6

Quasi-linear score for capturing heterogeneous structure in biomarkers.

Omae K, Komori O, Eguchi S. Omae K, et al. Among authors: komori o. BMC Bioinformatics. 2017 Jun 19;18(1):308. doi: 10.1186/s12859-017-1721-x. BMC Bioinformatics. 2017. PMID: 28629325 Free PMC article.

7

Spontaneous clustering via minimum γ-divergence.

Notsu A, Komori O, Eguchi S. Notsu A, et al. Among authors: komori o. Neural Comput. 2014 Feb;26(2):421-48. doi: 10.1162/NECO_a_00547. Epub 2013 Nov 8. Neural Comput. 2014. PMID: 24206383

8

Generalized t-statistic for two-group classification.

Komori O, Eguchi S, Copas JB. Komori O, et al. Biometrics. 2015 Jun;71(2):404-16. doi: 10.1111/biom.12265. Epub 2014 Oct 30. Biometrics. 2015. PMID: 25359078

9

A Unified Formulation of k-Means, Fuzzy c-Means and Gaussian Mixture Model by the Kolmogorov-Nagumo Average.

Komori O, Eguchi S. Komori O, et al. Entropy (Basel). 2021 Apr 24;23(5):518. doi: 10.3390/e23050518. Entropy (Basel). 2021. PMID: 33923177 Free PMC article.

10

Generalized quasi-linear mixed-effects model.

Saigusa Y, Eguchi S, Komori O. Saigusa Y, et al. Among authors: komori o. Stat Methods Med Res. 2022 Jul;31(7):1280-1291. doi: 10.1177/09622802221085864. Epub 2022 Mar 14. Stat Methods Med Res. 2022. PMID: 35286226

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