研究者業績

野村 行弘

ノムラ ユキヒロ  (Yukihiro Nomura)

基本情報

所属
千葉大学 フロンティア医工学センター 准教授
東京大学 医学部附属病院コンピュータ画像診断学/予防医学講座 特任研究員
学位
博士(工学)(2006年3月 千葉大学)

J-GLOBAL ID
201901001849008767
researchmap会員ID
B000349313

受賞

 2

論文

 100

MISC

 8

書籍等出版物

 1
  • Yoshitaka Masutani, Mitsutaka Nemoto, Yukihiro Nomura, Naoto Hayashi
    IGI Global 2013年5月31日  Refereed
    A machine learning-based method using a database of clinical data, such as Computer-Assisted Detection/Diagnosis (CAD), is one of the next key technologies in clinical imaging. The most important issue for machine learning, based on clinical data, is construction of the database, and one of the promising improvements this technology offers is in the field of in-hospital development because of increased data accessibility and periodical updates. This chapter first discusses the database problems in CAD development comprehensively. Then, it introduces the authors' integrated platform, called the Clinical Infrastructure for Radiologic Computation of United Solutions (CIRCUS), for in-hospital research, development, use, and evaluation of clinical image processing. Based on the authors' clinical experience and the data collected through the CIRCUS system, they present research results on the improvement of CAD performance as well as simulated studies for additional learning. Finally, the authors' future plans, including radiologist-CAD collaboration beyond machine learning, are also discussed.

講演・口頭発表等

 154

共同研究・競争的資金等の研究課題

 9