2016 - 2019 Formulation of statistical models for longitudinal data and estimation by the sparse regularization
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Papers (135):
Hiroaki Akamatsu, Tomomi Nishikawa, Yuriko Takeda, Toshihiro Misumi, Tadashi Aoki, Hiroyasu Shoda, Motohiro Yamashita, Noriaki Sakakura, Haruko Daga, Shunichi Sugawara, et al. Longitudinal recurrence risk of adjuvant cytotoxic chemotherapy and gefitnib in resected lung cancer: A combined analysis of phase III studies. Lung cancer (Amsterdam, Netherlands). 2025. 201. 108437-108437
Takaaki Tokito, Kazuhiko Yamada, Hidenobu Ishii, Yuichi Takiguchi, Go Saito, Koichi Minato, Hisao Imai, Hiroshi Tanaka, Satoru Miura, Kageaki Watanabe, et al. Single-arm multicenter phase II study on aggressive local consolidative therapy in combination with systemic chemotherapy for stage IV non-small cell lung carcinoma with oligometastases: CURE-OLIGO (TORG1529). Radiation oncology (London, England). 2025. 20. 1. 2-2
Yuta Kumazu, Nao Kobayashi, Seigo Senya, Yuya Negishi, Kazuya Kinoshita, Yudai Fukui, Kazuhito Mita, Tomohiko Osaragi, Toshihiro Misumi, Hisashi Shinohara. AI-based visualization of loose connective tissue as a dissectable layer in gastrointestinal surgery. Scientific reports. 2025. 15. 1. 152-152
Ryo Okuda, Tamiko Takemura, Toshihiro Misumi, Shigeru Komatsu, Eri Hagiwara, Takashi Ogura. Effects of immunosuppressants in patients with mild fibrotic hypersensitivity pneumonitis. Respiratory Investigation. 2025
Hiroaki Akamatsu, Yasuhiro Koh, Makoto Nishio, Yasushi Goto, Hidetoshi Hayashi, Satoru Miura, Koji Tamada, Hiroshi Kagamu, Akihiko Gemma, Ichiro Yoshino, et al. Comprehensive serum biomarker analysis reveals IL-8 changes as the only predictor of the effectiveness of immune checkpoint inhibitors for patients with advanced non-small cell lung cancer. Lung cancer (Amsterdam, Netherlands). 2024. 198. 108017-108017
Joint Models for Incomplete Longitudinal Data and Time-to-Event Data
(ENAR 2021 Spring Meeting 2021)
Dynamic predictions via functional joint models for sparse longitudinal and time-to-event data
(13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020) 2020)
Joint modeling and estimation for multivariate longitudinal data and binary outcome.
(The 12nd International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019) 2019)
Automatic multivariate functional clustering for spatial longitudinal data.
(The 12nd International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019) 2019)
THE BIOMETRIC SOCIETY OF JAPAN
, JAPANESE SOCIETY OF APPLIED STATISTICS
, THE JAPAN STATISTICAL SOCIETY
, The Royal Statistical Society
, American Statistical Association