Tachibana Yasuhiko 立花泰彦

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TACHIBANA Yasuhiko 立花泰彦

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Researcher Number	20749973
Affiliation (Current)	2025: 国立研究開発法人量子科学技術研究開発機構, 量子医科学研究所分子イメージング診断治療研究部, 上席研究員
Affiliation (based on the past Project Information) *help	2021 – 2023: 国立研究開発法人量子科学技術研究開発機構, 量子医科学研究所分子イメージング診断治療研究部, 主幹研究員 2020: 国立研究開発法人量子科学技術研究開発機構, 放射線医学総合研究所分子イメージング診断治療研究部, 主幹研究員(定常) 2017 – 2019: 国立研究開発法人量子科学技術研究開発機構, 放射線医学総合研究所分子イメージング診断治療研究部, 主任研究員(定常) 2014: 放射線医学総合研究所, 重粒子医科学センター, 医師
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related / Radiation science Except Principal Investigator Radiation science
Keywords	Principal Investigator 機械学習 / 深層学習 / 人工知能 / 医用画像 / エラー抑制 / ノイズ除去 / 画像 / 放射線 / 分類学習 / ニューラルネットワーク … More / 脳 / MRI / データバイアス / 画像変換問題 / アノテーション / バイアス / 分類問題 / 可視化 / 画像処理 / 分類 / AI / ディープラーニング / 画像診断 … More Except Principal Investigator MRIコイル / 機器開発 / コンパクト・一体型 / コイル / 一体型 / PET-MRI / PET/MRI / MRI Less

エラー抑制力を強化した、MRI画像ノイズ除去AIの開発Principal Investigator
- Principal Investigator
  
  立花泰彦
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  National Institutes for Quantum Science and Technology
Research on composite deep learning network for AI-based clinical image diagnosisPrincipal Investigator
- Principal Investigator
  
  Tachibana Yasuhiko
- Project Period (FY)
  2017 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  National Institutes for Quantum Science and Technology
Development of a removable MR head coil integrated with high-resolution PET detectors
- Principal Investigator
  
  OBATA Takayuki
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Radiation science
- Research Institution
  National Institute of Radiological Sciences

All 2024 2023 2022 2021 2020 2019 2018 2017 2015 2014 2013 Other

All Journal Article Presentation Book Patent

[Book] 脊髄脊椎ジャーナル Vol.35 No.102023
- Author(s)
  立花泰彦
- Total Pages
  8
- Publisher
  三輪書店
- Data Source
  KAKENHI-PROJECT-17K10385
[Book] INNERVISION 2017年9月号2017
- Author(s)
  立花泰彦
- Total Pages
  3
- Publisher
  株式会社インナービジョン
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] Noise reduction by multiple path neural network using Attention mechanisms with an emphasis on robustness against Errors: A pilot study on brain Diffusion-Weighted images2023
- Author(s)
  Tachibana Yasuhiko、Otsuka Yujiro、Nozaki Hayato、Kamagata Koji、Mori Shinichiro、Saito Yuya、Aoki Shigeki
- Journal Title
  
  Physica Medica
  
  Volume: 116 Pages: 103176-103176
- DOI
  10.1016/j.ejmp.2023.103176
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K07096, KAKENHI-PROJECT-22H04926
[Journal Article] Dual-Energy Computed Tomography-Based Iodine Concentration Estimation for Evaluating Choroidal Malignant Melanoma Response to Treatment: Optimization and Primary Validation2022
- Author(s)
  Tsuchiya Hiroki, Tachibana Yasuhiko, Kishimoto Riwa, Omatsu Tokuhiko, Hotta Eika, Tanimoto Katsuyuki, Wakatsuki Masaru, Obata Takayuki, Tsuji Hiroshi
- Journal Title
  
  Diagnostics
  
  Volume: 12 Issue: 11 Pages: 2692-2692
- DOI
  10.3390/diagnostics12112692
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] Super-resolution generative adversarial networks with static T2*WI-based subject-specific learning to improve spatial difference sensitivity in fMRI activation2022
- Author(s)
  Ota J, Umehara K, Kershaw J, Kishimoto R, Hirano Y, Tachibana Y, Ohba H, Obata T
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 10319-10319
- DOI
  10.1038/s41598-022-14421-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K03309, KAKENHI-PROJECT-19K17216, KAKENHI-PROJECT-17K10385, KAKENHI-PROJECT-23K22361
[Journal Article] Monte Carlo Simulator for Diffusion-weighted Imaging Sequences2021
- Author(s)
  Yasuhiko Tachibana, Tanguy Duval, Takayuki Obata
- Journal Title
  
  MRMS
  
  Volume: 20 Issue: 2 Pages: 222-226
- DOI
  10.2463/mrms.bc.2020-0013
- NAID
  130008046941
- ISSN
  1347-3182, 1880-2206
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] Exploring cell membrane water exchange in aquaporin-4-deficient ischemic mouse brain using diffusion-weighted MRI.2021
- Author(s)
  Urushihata Takuya, Takuwa Hiroyuki, Manami Takahashi, Tachibana Yasuhiko, Jeffrey Kershaw, Nitta Nobuhiro, Shibata Sayaka, Masato Yasui, Higuchi Makoto, Obata Takayuki
- Journal Title
  
  European radiology experimental
  
  Volume: 44 Issue: 1 Pages: 44-44
- DOI
  10.1186/s41747-021-00244-y
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K10385, KAKENHI-PROJECT-23K21399
[Journal Article] New algorithm using L1 regularization for measuring electron energy spectra2020
- Author(s)
  Hironao Sakaki, Tomohiro Yamashita, Akagi, Mamiko Nishiuchi, NicholasPeter Dover, HazelFrances Lowe, Kotaro Kondo, Akira Kon, Masaki Kando, Yasuhiko Tachibana, Takayuki Obata, Keiichiro Shiokawa, Tatsuhiko Miyatake, Yukinobu Watanabe
- Journal Title
  
  Review of Scientific Instruments
  
  Volume: 91 Issue: 7
- DOI
  10.1063/1.5144897
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series2020
- Author(s)
  Yasuhiko Tachibana, Masataka Nishimori, Naoyuki Kitamura, Kensuke Umehara, Junko Ota, Takayuki Obata, Tatsuya Higashi
- Journal Title
  
  arXiv
  
  Volume: epub
- Open Access
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability2020
- Author(s)
  Anne Kerbrat, Charley Gros, Atef Badji, Elise Bannier, Francesca Galassi, Benoit Combes, Raphael Chouteau, Pierre Labauge, Xavier Ayrignac, Yasuhiko Tachibana, Others
- Journal Title
  
  Brain
  
  Volume: 143 Issue: 7 Pages: 2089-2105
- DOI
  10.1093/brain/awaa162
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] The Utility of a Convolutional Neural Network for Generating a Myelin Volume Index Map from Rapid Simultaneous Relaxometry Imaging2020
- Author(s)
  Yasuhiko Tachibana, Akifumi Hagiwara, Masaaki Hori, Jeffrey Kershaw, Misaki Nakazawa, Tokuhiko Omatsu, Riwa Kishimoto, Kazumasa Yokoyama, Nobutaka Hattori, Shigeki Aoki, Tatsuya Higashi, Takayuki Obata
- Journal Title
  
  MRMS
  
  Volume: 19 Issue: 4 Pages: 324-332
- DOI
  10.2463/mrms.mp.2019-0075
- NAID
  130007948910
- ISSN
  1347-3182, 1880-2206
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K10385, KAKENHI-PROJECT-16H06280
[Journal Article] The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis2020
- Author(s)
  Tachibana Yasuhiko、Obata Takayuki、Kershaw Jeff、Sakaki Hironao、Urushihata Takuya、Omatsu Tokuhiko、Kishimoto Riwa、Higashi Tatsuya
- Journal Title
  
  MRMS
  
  Volume: 19 Issue: 2 Pages: 92-98
- DOI
  10.2463/mrms.mp.2019-0021
- NAID
  130007839525
- ISSN
  1347-3182, 1880-2206
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] The utility of a convolutional neural network for generating a myelin volume index map from rapid simultaneous relaxometry imaging2019
- Author(s)
  Yasuhiko Tachibana, Akifumi Hagiwara, Masaaki Hori, Jeff Kershaw, Misaki Nakazawa, Tokuhiko Omatsu, Riwa Kishimoto, Kazumasa Yokoyama, Nobutaka Hattori, Shigeki Aoki, Tatsuya Higashi, Takayuki Obata
- Journal Title
  
  arXiv
  
  Volume: arXiv:1904.10960
- NAID
  130007948910
- Open Access
- Data Source
  KAKENHI-PROJECT-17K10385
[Journal Article] Development of 1.45-mm resolution four-layer DOI-PET detector for simultaneous measurement in 3T MRI2015
- Author(s)
  Nishikido, F., Tachibana, A., Obata, T., Inadama, N., Yoshida, E., Suga, M., Murayama, H., Yamaya
- Journal Title
  
  Radiol Phys Technol
  
  Volume: 8 Issue: 1 Pages: 111-119
- DOI
  10.1007/s12194-014-0298-6
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24390295
[Journal Article] Feasibility of a brain-dedicated PET-MRI system using four-layer DOI detectors integrated with an RF head coil2014
- Author(s)
  Nishikido, F., Obata, T., Shimizu, K., Suga, M., Inadama, N., Tachibana, A., Yoshida, E., Ito, H., Yamaya, T.
- Journal Title
  
  Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
  
  Volume: 756 Pages: 6-13
- DOI
  10.1016/j.nima.2014.04.034
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24390295
[Patent] 情報処理装置、情報処理方法、情報処理プログラム、及び、記録媒体2023
- Inventor(s)
  立花泰彦、橋本綾斗、岸本理和、森慎一郎
- Industrial Property Rights Holder
  量子科学技術研究開発機構
- Industrial Property Rights Type
  実用新案
- Filing Date
  2023
- Data Source
  KAKENHI-PROJECT-17K10385
[Patent] 情報処理装置、情報処理方法、情報処理プログラム、及び、記録媒体2023
- Inventor(s)
  立花　泰彦, 橋本　綾斗, 岸本　理和, 森　慎一郎
- Industrial Property Rights Holder
  量子科学技術研究開発機構
- Industrial Property Rights Type
  特許
- Filing Date
  2023
- Data Source
  KAKENHI-PROJECT-23K07096
[Patent] 画像診断装置、画像診断方法、画像診断プログラム、及び、記録媒体2022
- Inventor(s)
  立花　泰彦
- Industrial Property Rights Holder
  量子科学技術研究開発機構
- Industrial Property Rights Type
  特許
- Filing Date
  2022
- Data Source
  KAKENHI-PROJECT-17K10385
[Patent] ノイズ除去装置、ノイズ除去方法、機械学習装置、機械学習方法及びプログラム2021
- Inventor(s)
  立花　泰彦, 大塚　裕次朗, 鎌形　康司
- Industrial Property Rights Holder
  量子科学技術研究開発機構、順天堂大学
- Industrial Property Rights Type
  特許
- Filing Date
  2021
- Data Source
  KAKENHI-PROJECT-17K10385
[Patent] ノイズ除去装置、ノイズ除去方法、機械学習装置、機械学習方法及びプログラム2021
- Inventor(s)
  立花泰彦、大塚裕次朗
- Industrial Property Rights Holder
  量子科学技術研究開発機構、順天堂大学
- Industrial Property Rights Type
  特許
- Filing Date
  2021
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Enhancing MRI Detection of Prostate Cancer with AI-Assisted Analysis in DCE-T1WI2024
- Author(s)
  Yasuhiko Tachibana, Ayato Hashimoto, Riwa Kishimoto
- Organizer
  2024 International Conference on Intelligent Medicine and Image Processing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K07096
[Presentation] MRI画像診断の実態とAI応用2023
- Author(s)
  立花　泰彦
- Organizer
  総理工情報科学セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] The usefulness of 4D convolution in deep-learning-based noise reduction for low-SNR body DWI2022
- Author(s)
  Tachibana Yasuhiko, Tsuchiya Hiroki, Kishimoto Riwa, Omatsu Tokuhiko, Mori Shinichiro, Obata Takayuki, Higashi Tatsuya
- Organizer
  ISMRM annual meeting 2022
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 放射線照射腫瘍モデルマウスの低酸素領域の描出におけるMRI の有用性の検討2022
- Author(s)
  今泉　晶子, 平山　亮一, 長谷川　純崇, Ｋｅｒｓｈａｗ　Ｊｅｆｆｒｅｙ, 立花　泰彦, 柴田　さやか, 新田　展大, 鵜澤　玲子, 東　達也, 小畠　隆行
- Organizer
  第50回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 乳腺ダイナミック造影MRIにおける血行動態の簡易指標マッピングと汎用ソフトウェア開発2022
- Author(s)
  生駒　洋子, 尾松　徳彦, 岸本　理和, 立花　泰彦, 小畠　隆行
- Organizer
  第50回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] The usefulness of 4D convolution in deep learning-based noise reduction for low-SNR body DWI2022
- Author(s)
  Yasuhiko Tachibana, Hiroki Tsuchiya, Riwa Kishimoto, Tokuhiko Omatsu, Shinichiro Mori, Takayuki Obata, and Tatsuya Higashi
- Organizer
  ISMRM 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 画像解析のすすめ臨床応用・ピットフォール・気を付けるべき点2022
- Author(s)
  立花　泰彦
- Organizer
  第50回日本磁気共鳴医学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 拡散強調MRIによる腫瘍モデルマウスの低酸素領域の検出2021
- Author(s)
  今泉　晶子, 小畠　隆行, Ｋｅｒｓｈａｗ　Ｊｅｆｆｒｅｙ, 立花　泰彦, 柴田　さやか, 新田　展大, 長谷川　純崇, 東　達也
- Organizer
  第49回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Image Classification and Label Inhomogeneity2021
- Author(s)
  Yasuhiko Tachibana
- Organizer
  ISMRM JPC 2021
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep Learning in Diagnostic Radiology2021
- Author(s)
  Yasuhiko Tachibana
- Organizer
  Summer School for Molecular Biomedical Science and Engineering, Hokkaido University
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Exploring the effect of aquaporin-4 suppression on cell membrane water exchange in a mouse model of brain ischemia using diffusion-weighted MRI2021
- Author(s)
  Urushihata Takuya, Takuwa Hiroyuki, Manami Takahashi, Tachibana Yasuhiko, Jeffrey Kershaw, Nitta Nobuhiro, Shibata Sayaka, Masato Yasui, Higuchi Makoto, Obata Takayuki
- Organizer
  ISMRM 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep learning-based DWI Denoising method that suppressed the "instability" problem2021
- Author(s)
  Hayato Nozaki, Tachibana Yasuhiko, Yujiro Otsuka, Wataru Uchida, Yuya Saito, Koji Kamagata, Shigeki Aoki
- Organizer
  ISMRM 2021
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] instabilityを除いた深層学習によるノイズ低減法の評価2021
- Author(s)
  Hayato Nozaki, Yasuhiko Tachibana, Yujiro Otsuka, Wataru Uchida, Yuya Saito, Koji Kamagata
- Organizer
  第49回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 医用画像＋ディープラーニングな臨床研究をデザインするために知っておきたいこと2020
- Author(s)
  立花　泰彦
- Organizer
  第48回日本磁気共鳴医学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep-Brain: A Cutting-edge Concept for Outstanding Functional Resolution in fMRI2020
- Author(s)
  Junko Ota, Kensuke Umehara, Yasuhiko Tachibana, Yoshiyuki Hirano, Hisateru Ohba, Takayuki Obata, Tatsuya Higashi
- Organizer
  RSNA2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] The neural network model that can consider the inhomogeneity of the judgements between different annotators: implementation for MRA diagnosis2020
- Author(s)
  Yasuhiko Tachibana, Masataka Nishimori, Naoyuki Kitamura, Kensuke Umehara, Junko Ota, Takayuki Obata, and Tatsuya Higashi
- Organizer
  ISMRM 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 医用画像へのディープラーニング応用2019
- Author(s)
  立花泰彦
- Organizer
  第30回JAEA CCSEワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 医用画像へのディープラーニング応用2019
- Author(s)
  立花泰彦
- Organizer
  第30回CCSEワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] The utility of a convolutional neural network for generating a myelin volume index map from rapid simultaneous relaxometry imaging2019
- Author(s)
  Yasuhiko Tachibana, Akifumi Hagiwara, Masaaki Hori, Jeff Kershaw, Misaki Nakazawa, Tokuhiko Omatsu, Riwa Kishimoto, Kazumasa Yokoyama, Nobutaka Hattori, Shigeki Aoki, Tatsuya Higashi, Takayuki Obata
- Organizer
  ISMRM2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] ディープラーニングを用いた課題時fMRIの高精度化に向けた初期的検討2019
- Author(s)
  大田　淳子, 立花　泰彦, 平野　好幸, 梅原　健輔, 影山　肇, 生駒　洋子, 大場　久照, 小畠　隆行
- Organizer
  第47回日本放射線技術学会秋季学術大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] The utility of a convolutional neural network for generating a myelin volume index map from rapid simultaneous relaxometry imaging2019
- Author(s)
  Yasuhiko Tachibana, Akifumi Hagiwara, Masaaki Hori, Jeffrey Kershaw, Misaki Nakazawa, Tokuhiko Omatsu, Riwa Kishimoto, Shigeki Aoki, Tatsuya Higashi, Takayuki Obata
- Organizer
  ISMRM2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Improving the Quality of Synthetic FLAIR Images with Deep Learning Using a Conditional Generative Adversarial Network for Pixel-by-Pixel Image Translation2019
- Author(s)
  Akifumi Hagiwara, Yasuhiko Tachibana, Shigeki Aoki
- Organizer
  ISMRM2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] How to design an imaging research using deep learning? A beginner's guide2019
- Author(s)
  Yasuhiko Tachibana
- Organizer
  NeuroImaging Summit 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] T2*WIを代替訓練データとして安静時fMRIを深層学習により高解像度化する手法の初期検討2019
- Author(s)
  影山　肇, 立花　泰彦, 大田　淳子, 梅原　健輔, 平野　好幸, 小畠　隆行, 近藤　啓介, 志村　一男
- Organizer
  第47回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Spatial distribution of multiple sclerosis lesions along the brain and spinal motor tracts and correlation with functional deficits2019
- Author(s)
  Anne Kerbrat, Yasuhiko Tachibana, Julien Cohen-Adad
- Organizer
  ISMRM2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep learning in diagnostic imaging2019
- Author(s)
  Yasuhiko Tachibana
- Organizer
  MRI アライアンス第4回国際シンポジウム
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] A convolutional neural network-based approach for generating PET/CT image series in shorter scan time: A feasibility study2019
- Author(s)
  Ritu Bhusal Chhatkuli, Yasuhiko Tachibana, Takayuki Obata, Yuto Kamitaka, Ryuichi Nishii, Tatsuya Higashi
- Organizer
  第117回日本医学物理学会学術大会
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Radiological application of Deep learning: what the radiologists need to know ?2019
- Author(s)
  Yasuhiko Tachibana
- Organizer
  Neuroimaging summit 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] これでわかるはず、画像のためのディープラーニング入門2018
- Author(s)
  立花泰彦
- Organizer
  第1回日本医用画像人工知能研究会
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 医用画像に深層学習をどう使うか2018
- Author(s)
  立花泰彦
- Organizer
  医用放射線技術研究会
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Synthetic MRIを利用したミエリンマップ推定における畳み込みニューラルネットワークの有用性2018
- Author(s)
  立花泰彦, 萩原彰文, 堀正明, 中澤美咲, 尾松徳彦, 岸本理和, 青木茂樹, 東達也, 小畠隆行
- Organizer
  第46回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 拡散強調像とDeep Learning2018
- Author(s)
  立花泰彦
- Organizer
  第46回日本磁気共鳴医学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep-Neural-Network based image diagnosis: comparing various image preprocessing2017
- Author(s)
  Y. Tachibana, T. Obata, J. Kershaw, Y. Ikoma, R. Kishimoto, T. Omatsu, T. Higashi
- Organizer
  ISMRM 2016 2016 Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] 医療画像を深層ニューラルネットワークに用いるために有用な前処置ソフトウェアの開発2017
- Author(s)
  立花泰彦、小畠隆行、漆畑拓弥、生駒洋子、尾松徳彦、岸本利和、東達也
- Organizer
  第36回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] Deep learning を利用した画像分類において学習精度と判断過程の可視化を両立する手法の検討2017
- Author(s)
  立花泰彦、小畠隆行、漆畑拓弥、尾松徳彦、岸本利和、東達也
- Organizer
  第45回日本磁気共鳴医学会大会
- Data Source
  KAKENHI-PROJECT-17K10385
[Presentation] One-pair prototype integrated system of DOI- PET and the RF-coil specialized for simultaneous PET-MRI measurements2013
- Author(s)
  Fumihiko Nishikido, Takayuki Obata, Naoko Inadama, Eiji Yoshida, Mikio Suga, Kodai Shimizu, Tachibana Atsushi, Hiroshi Ito, Taiga Yamaya
- Organizer
  The 2013 IEEE Nuclear Science Symposium and Medical Imaging Conference, and Room-Temperature Semiconductor X-Ray and Gamma-Ray Detectors
- Place of Presentation
  COEX（韓国・ソウル）
- Data Source
  KAKENHI-PROJECT-24390295
[Presentation] Development of a hindered-diffusion-dominant DTI phantom made of polyethylene fibers: Comparison with a restricted-diffusion phantom
- Author(s)
  橘　篤志 , 小畠　隆行 , 立花　泰彦 , 川口　拓之 , Ｋｅｒｓｈａｗ　Ｊｅｆｆｒｅｙ , 青木　伊知男 , 伊藤　浩 , 辻　比呂志
- Organizer
  Joint Annual Meeting ISMRM-ESMRMB 2014
- Place of Presentation
  イタリア、ミラノ
- Year and Date
  2014-05-10 – 2014-05-16
- Data Source
  KAKENHI-PROJECT-24390295

1. OBATA Takayuki (00285107)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
2. YAMAYA Taiga (40392245)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
3. NISHIKIDO Fumihiko (60367117)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
4. SANO Hiromi (80754366)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. SUGA Mikio (00294281)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
6. SAITO Kazuyuki (80334168)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. HIRANO Yoshiyuki (50386843)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
8. KERSHAW Jeffrey (50508801)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 相田典子 (20586292)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 岸本理和 (00312364)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
11. 森慎一郎 (60415403)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
12. OMATSU Mika

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. TACHIBANA Atsushi

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
14. JEFFREY Kershaw

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Tachibana Yasuhiko 立花 泰彦

TACHIBANA Yasuhiko 立花 泰彦

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エラー抑制力を強化した、MRI画像ノイズ除去AIの開発Principal Investigator

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Research on composite deep learning network for AI-based clinical image diagnosisPrincipal Investigator

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Development of a removable MR head coil integrated with high-resolution PET detectors

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[Book] 脊髄脊椎ジャーナル Vol.35 No.102023

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[Book] INNERVISION 2017年9月号2017

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[Journal Article] Noise reduction by multiple path neural network using Attention mechanisms with an emphasis on robustness against Errors: A pilot study on brain Diffusion-Weighted images2023

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[Journal Article] Dual-Energy Computed Tomography-Based Iodine Concentration Estimation for Evaluating Choroidal Malignant Melanoma Response to Treatment: Optimization and Primary Validation2022

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[Journal Article] Super-resolution generative adversarial networks with static T2*WI-based subject-specific learning to improve spatial difference sensitivity in fMRI activation2022

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[Journal Article] Monte Carlo Simulator for Diffusion-weighted Imaging Sequences2021

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[Journal Article] Exploring cell membrane water exchange in aquaporin-4-deficient ischemic mouse brain using diffusion-weighted MRI.2021

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[Journal Article] New algorithm using L1 regularization for measuring electron energy spectra2020

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[Journal Article] A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series2020

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[Journal Article] Multiple sclerosis lesions in motor tracts from brain to cervical cord: spatial distribution and correlation with disability2020

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[Journal Article] The Utility of a Convolutional Neural Network for Generating a Myelin Volume Index Map from Rapid Simultaneous Relaxometry Imaging2020

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Tachibana Yasuhiko 立花泰彦

TACHIBANA Yasuhiko 立花泰彦

[Patent] ノイズ除去装置、ノイズ除去方法、機械学習装置、機械学習方法及びプログラム2021