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TAMADA Daiki  玉田 大輝

ORCIDConnect your ORCID iD *help
Researcher Number 50803970
Other IDs
Affiliation (based on the past Project Information) *help 2018 – 2019: 山梨大学, 大学院総合研究部, 特任助教
Review Section/Research Field
Principal Investigator
Basic Section 90110:Biomedical engineering-related
Keywords
Principal Investigator
機械学習 / 自由呼吸 / 腹部MRI / 造影MRI / アーチファクト / CNN / スパイラル / DIXON / 自由呼吸撮像 / スパイラルイメージング … More / スパイラル収集 / 深層学習 / DCE-MRI / MRI Less
  • Research Projects

    (1 results)
  • Research Products

    (7 results)
  •  Development of a free-breathing dynamic contrast-enhanced (DCE)-MRI technique for the abdomen using a machine learning approachPrincipal Investigator

    • Principal Investigator
      TAMADA Daiki
    • Project Period (FY)
      2018 – 2019
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 90110:Biomedical engineering-related
    • Research Institution
      University of Yamanashi

All 2021 2020 2019 2018

All Journal Article Presentation

  • [Journal Article] Accelerated Acquisition of High-resolution Diffusion-weighted Imaging of the Brain with a Multi-shot Echo-planar Sequence: Deep-learning-based Denoising2021

    • Author(s)
      Kawamura Motohide、Tamada Daiki、Funayama Satoshi、Kromrey Marie-Luise、Ichikawa Shintaro、Onishi Hiroshi、Motosugi Utaroh
    • Journal Title

      MRMS

      Volume: 20 Issue: 1 Pages: 99-105

    • DOI

      10.2463/mrms.tn.2019-0081

    • NAID

      130007993569

    • ISSN
      1347-3182, 1880-2206
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Journal Article] Motion Artifact Reduction Using a Convolutional Neural Network for Dynamic Contrast Enhanced MR Imaging of the Liver2020

    • Author(s)
      Tamada Daiki、Kromrey Marie-Luise、Ichikawa Shintaro、Onishi Hiroshi、Motosugi Utaroh
    • Journal Title

      MRMS

      Volume: 19 Issue: 1 Pages: 64-76

    • DOI

      10.2463/mrms.mp.2018-0156

    • NAID

      130007796196

    • ISSN
      1347-3182, 1880-2206
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Presentation] Water-fat separation in spiral readout acquisition for the liver using the convolutional neural network: an approach to reduce blurring artifacts2019

    • Author(s)
      Daiki Tamada, Ryoichi Kose, Katsumi Kose, Hiroshi Onishi, Utaroh Motosugi
    • Organizer
      ISMRM 27th Annual Meeting & Exhibition
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Presentation] ディープラーニングを用いたノイズ及びアーチファクト低減の試み2019

    • Author(s)
      玉田大輝
    • Organizer
      第47回日本磁気共鳴医学会大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Presentation] 畳み込みニューラルネットワークを用いたスパイラル収集サイノグラム空間における水脂肪分離手法の開発2019

    • Author(s)
      玉田大輝, 大西洋, 本杉宇太郎
    • Organizer
      第47回日本磁気共鳴医学会大会
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Presentation] The 4th International Congress on MRI & 21th Annual Scientific Meeting of KSMRM2018

    • Author(s)
      玉田大輝,巨瀬亮一,巨瀬勝美,若山哲也,大西洋,本杉宇太郎
    • Organizer
      第46回日本磁気共鳴医学会
    • Data Source
      KAKENHI-PROJECT-18K18364
  • [Presentation] Motion Artifact Reduction in Abdominal MR Imaging using the U-NET Network2018

    • Author(s)
      Daiki Tamada, Hiroshi Onishi, Utaroh Motosugi
    • Organizer
      The 5th International Congress on MRI & 22th Annual Scientific Meeting of KSMRM
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18364

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