Toyonaga Takuya 豊永拓哉

ORCID

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Researcher Number	20804149
Other IDs
Affiliation (based on the past Project Information) *help	2017 – 2018: 北海道大学, 医学研究院, 客員研究員
Review Section/Research Field	Principal Investigator Radiation science
Keywords	Principal Investigator 脳腫瘍 / 低酸素 / ポジトロン断層撮影法 / PET / ダイナミック造影MRI / イメージング / 機械学習 / MRI / FDG / 深層学習 / ディープラーニング / FMISO

Research Projects
(1 results)
Research Products
(1 results)

Machine-learning aided prediction of hypoxia in brain tumorPrincipal Investigator
- Principal Investigator
  
  Toyonaga Takuya
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Radiation science
- Research Institution
  Hokkaido University

All Presentation

[Presentation] Convolutional neural network (CNN) of MRI and FDG-PET images may predict hypoxia in glioblastoma.2017
- Author(s)
  Takuya Toyonaga, Tohru Shiga, Kenji Hirata, Shigeru Yamaguchi, Wataru Takeuchi, Kohsuke Kudo, Keiichi Magota, Osamu Manabe, Kentaro Kobayashi, Shiro Watanabe, Yuji Kuge, Nagara Tamaki
- Organizer
  SNMMI 2017 Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H06488