Rchr
J-GLOBAL ID:201301069266445882   Update date: Jul. 16, 2024

KOMORI Osamu

コモリ オサム | KOMORI Osamu
Affiliation and department:
Job title: Professor
Other affiliations (1):
Homepage URL  (1): http://www.ci.seikei.ac.jp/komori/
Research field  (1): Statistical science
Research keywords  (8): Machine learning ,  Biometrics ,  統計手法構築 ,  機械学習 ,  ゲノムデータ ,  高次元 ,  パタン認識 ,  予測
Research theme for competitive and other funds  (11):
  • 2022 - 2027 Dynamic β-Maxentによる生物多様性予測とそのアプリケーション実装
  • 2023 - 2026 Use of deep learning and development of statistical prediction result evaluation methods for the acceleration of personalized medicine
  • 2021 - 2025 個別化医療の適応的臨床研究を支える統計・機械学習法に関する研究
  • 2020 - 2025 Innovative Developments of Theories and Methodologies for Large Complex Data
  • 2018 - 2023 Developments and applications of statistical prediction method
Show all
Papers (39):
  • Masamune Kidoguchi, Ayumi Akazawa, Osamu Komori, Makoto Isozaki, Yoshifumi Higashino, Satoshi Kawajiri, Shinsuke Yamada, Toshiaki Kodera, Hidetaka Arishima, Tetsuya Tsujikawa, et al. Prediction of Occurrence of Cerebral Infarction After Successful Mechanical Thrombectomy for Ischemic Stroke in the Anterior Circulation by Arterial Spin Labeling. Clinical Neuroradiology. 2023
  • Osamu Komori, Yusuke Saigusa, Shinto Eguchi. Statistical learning for species distribution models in ecological studies. Japanese Journal of Statistics and Data Science. 2023. 6. 2. 803-826
  • Bulent Tutmez, Osamu Komori. Regularization Learning of Trace Element Contamination Stemmed from Tailings Dam-Break. Pollution. 2023. 9. 3. 1082-1097
  • Satoshi Kawajiri, Makoto Isozaki, Osamu Komori, Shinsuke Yamada, Yorhifumi Higashino, Takahiro Yamauchi, Ayumi Akazawa, Masamune Kidoguchi, Munetaka Yomo, Toshiaki Kodera, et al. Visual Evoked Potential Can Predict Deterioration of Visual Function After Direct Clipping of Paraclinoid Aneurysm With Anterior Clinoidectomy. Neurosurgery. 2023. 92. 6. 1276-1286
  • Takayuki Onishi, Osamu Komori, Tomo Ando, Motoki Fukutomi, Tetsuya Tobaru. Effectiveness of high implantation of SAPIEN 3 in preventing pacemaker implantation: A propensity score analysis. Archives of Cardiovascular Diseases. 2023. 116. 2. 79-87
more...
MISC (3):
  • Yoshio Sakai, Masao Honda, Shigeyuki Matsui, Osamu Komori, Toshinori Murayama, Tadami Fujiwara, Masaaki Mizuno, Yasuhito Imai, Kenichi Yoshimura, Alessandro Nasti, et al. Development of novel diagnostic system for pancreatic cancer, including early stages, measuring mRNA of whole blood cells (vol 110, pg 1364, 2019). CANCER SCIENCE. 2019. 110. 11. 3615-3615
  • S. Eguchi, O. Komori, A.Ohara. Duality of Maximum Entropy and Minimum Divergence. Entrtopy. 2014. 16. 3552-3572
  • 小森 理, 江口 真透. ゲノム・プロテオミクスデータを用いた予測解析: 機械学習による新しい統計的手法. 日本統計学会誌 38巻 シリーズJ 2号. 2009. 38. J2. 199-212
Patents (1):
  • 遺伝子発現解析による膵臓癌の検出
Education (3):
  • 2007 - 2010 The Graduate University for Advanced Studies
  • 2005 - 2007 慶應義塾大学大学院基礎理工学専攻数理科学専修
  • 2001 - 2005 Keio University Faculty of Science and Technology Department of Mathematics
Professional career (1):
  • 博士(統計科学)
Work history (3):
  • 2018/04 - 現在 Seikei University
  • 2015/10 - 2018/03 University of Fukui
  • 2010/04 - 2015/09 The Institute of Statistical Mathematics
Committee career (2):
  • 2017/10 - 現在 日本統計学会 Japanese Journal of Statistics and Data Science, Associate Editor
  • 2015/04 - 現在 日本計量生物学会 日本計量生物学会誌編集委員
Awards (1):
  • 2016/03 - 日本計量生物学会 奨励賞
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