Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays. - Shigeyuki Matsui (BMC Bioinform., 2006)

Genomic characterization of multiple clinical phenotypes of cancer using multivariate linear regression models. - Shigeyuki Matsui; Masaaki Ito; Hiroyuki Nishiyama; Hajime Uno; Hirokazu Kotani; Jun Watanabe; Parry Guilford; Anthony Reeve; Masanori Fukushima; Osamu Ogawa (Bioinform., 2007)

Statistical Analysis of Biomarkers for Personalized Medicine. - Shinto Eguchi; Shigeyuki Matsui; Su-Yun Huang; Chuhsing Kate Hsiao (Comput. Math. Methods Medicine, 2013)

Genomic Biomarkers for Personalized Medicine: Development and Validation in Clinical Studies. - Shigeyuki Matsui (Comput. Math. Methods Medicine, 2013)

Cancer Outlier Analysis Based on Mixture Modeling of Gene Expression Data. - Keita Mori; Tomonori Oura; Hisashi Noma; Shigeyuki Matsui (Comput. Math. Methods Medicine, 2013)

An Empirical Bayes Optimal Discovery Procedure Based on Semiparametric Hierarchical Mixture Models. - Hisashi Noma; Shigeyuki Matsui (Comput. Math. Methods Medicine, 2013)

compound.Cox: Univariate feature selection and compound covariate for predicting survival. - Takeshi Emura; Shigeyuki Matsui; Hsuan-Yu Chen (Comput. Methods Programs Biomed., 2019)

More Powerful Selective Kernel Tests for Feature Selection. - Jen Ning Lim; Makoto Yamada; Wittawat Jitkrittum; Yoshikazu Terada; Shigeyuki Matsui; Hidetoshi Shimodaira (AISTATS, 2020)

Effect-Size Estimation Using Semiparametric Hierarchical Mixture Models in Disease-Association Studies with Neuroimaging Data. - Ryo Emoto; Atsushi Kawaguchi; Kunihiko Takahashi; Shigeyuki Matsui (Comput. Math. Methods Medicine, 2020)

Dynamic Risk Prediction via a Joint Frailty-Copula Model and IPD Meta-Analysis: Building Web Applications. - Takeshi Emura; Hirofumi Michimae; Shigeyuki Matsui (Entropy, 2022)

Establishment of a machine learning model for predicting splenic hilar lymph node metastasis. - Kenichi Ishizu; Satoshi Takahashi; Nobuji Kouno; Ken Takasawa; Katsuji Takeda; Kota Matsui; Masashi Nishino; Tsutomu Hayashi; Yukinori Yamagata; Shigeyuki Matsui; Takaki Yoshikawa; Ryuji Hamamoto (npj Digit. Medicine, 2025)

Dose-finding design based on level set estimation in phase I cancer clinical trials. - Keiichiro Seno; Kota Matsui; Shogo Iwazaki; Yu Inatsu; Shion Takeno; Shigeyuki Matsui (CoRR, 2025)