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Iwamoto Yutaro  岩本 祐太郎

ORCIDConnect your ORCID iD *help
Researcher Number 30779054
Other IDs
Affiliation (Current) 2025: 大阪電気通信大学, 情報通信工学部, 准教授
Affiliation (based on the past Project Information) *help 2023 – 2024: 大阪電気通信大学, 情報通信工学部, 准教授
2022 – 2023: 大阪電気通信大学, 情報通信工学部, 講師
2018 – 2022: 立命館大学, 情報理工学部, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61010:Perceptual information processing-related
Except Principal Investigator
Basic Section 61010:Perceptual information processing-related / Medium-sized Section 61:Human informatics and related fields
Keywords
Principal Investigator
セグメンテーション / 深層学習 / 医用画像処理 / 機械学習 / 水頭症 / 小児水頭症 / インタラクティブセグメンテーション / 領域分割 / 高精細化 / 脳画像解析 … More / クラス分類 / 教師なし学習 / マルチチャンネルデータ / 超解像技術 / 画質改善 … More
Except Principal Investigator
深層学習 / 肝臓セグメンテーション / アテンション / アテンション機構 / 弱教師学習 / 早期再発予測 / 多時相CT画像 / 3D Augmentation / 疑似アスペクトグラフ / グラフニューラルネットワーク / 構造化記述 / 物体認識 / 画像分類 / Transformer / アスペクトグラフ / グラフニューラルネット / 肝臓腫瘍セグメンテーション / 教師なし学習 / 弱教師あり学習 / 臨床データ / フェーズアテンションネット / 解剖アトラス / 腫瘍検出 / domain adaptation / マルチフェーズCT画像 / フェーズアテンション / マルチフェーズ画像 / 生成AI / 肝臓がん / GAN / マルチフェーズCT / マルチモーダルMRI / 肝臓腫瘍性病変 / 医用画像処理 / 肝臓腫瘍摘出と鑑別 / 半教師付き学習 / 弱教師付き学習 / 畳み込みニュートラルネットワーク / 計算解剖モデル / 肝臓がん再発予測 / 腫瘍検出とセグメンテーション / 計算解剖学モデル / 肝臓がん診断支援 / 連邦学習 / マルチモーダル医用画像 / 腫瘍セグメンテーション / 肝臓腫瘍 / 計算機支援診断 / 三次元ネットワーク / 肝臓腫瘍検出 / 三次元畳み込みニュートラルネットワーク / 高解像度 / セグメンテーション / 肝臓疾患 / ボリューム画像 / Adaptor / Foundation Model / Adaptive Decomposition / 軽量化 / 三次元深層学習ネットワーク / 医用画像セグメンテーション / 時空間特徴 / 鑑別と分類 / 肝臓のセグメンテーション / テンソルスパース表現 / 診断支援 / 肝腫瘍性病変症例検索 / テンソル / スパース表現法 / 多重線型代数 / 肝臓腫瘍の分類 / 計算機診断支援 / スパース符号化法 / 多重線型理論 / 肝臓腫瘍病変 / パイロット試験 / 類似症例検索 / 時空間特徴抽出 / 肝腫瘍性病変 / 多時相C T画像 / テンソルスパース表現法 Less
  • Research Projects

    (7 results)
  • Research Products

    (121 results)
  • Co-Researchers

    (9 People)
  •  Object Recognition by using Deep Neural Networks for Graph Stractured Descriptions of Image Features and Aspect Views

    • Principal Investigator
      越後 富夫
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Osaka Electro-Communication University
  •  インタラクティブ深層学習モデルによる小児水頭症の高精度脳室セグメンテーションPrincipal Investigator

    • Principal Investigator
      岩本 祐太郎
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Osaka Electro-Communication University
      Ritsumeikan University
  •  Weakly-Supervised Differentiation of Focal Liver Lesions Using Phase-Attention Net

    • Principal Investigator
      陳 延偉
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Ritsumeikan University
  •  Lightweight 3D Deep Learning Network for Computer-Aided Diagnosis of Liver Lesions

    • Principal Investigator
      陳 延偉
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Ritsumeikan University
  •  弱教師深層学習と計算解剖モデルの統合による肝臓がんの診断支援

    • Principal Investigator
      陳 延偉
    • Project Period (FY)
      2020 – 2025
    • Research Category
      Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Ritsumeikan University
  •  Super-Resolution and Segmentation of 3D Brain MR images using Multi-Channel dataPrincipal Investigator

    • Principal Investigator
      Iwamoto Yutaro
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Ritsumeikan University
  •  Tensor Sparse Coding for Temporal and Spatial Feature Extraction and Classification of Liver Lesions in Multi-phase CT Images

    • Principal Investigator
      CHEN Yen-Wei
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Ritsumeikan University

All 2023 2022 2021 2020 2019 2018

All Journal Article Presentation

  • [Journal Article] Unsupervised MRI Super-Resolution using Deep External Learning and Guided Residual Dense Network with Multimodal Image Priors2023

    • Author(s)
      Yutaro Iwamoto, Kyohei Takeda, Yinhao Li, Akihiko Shiino, and Yen-Wei Chen
    • Journal Title

      IEEE Transactions on Emerging Topics in Computational Intelligence (Impact Factor: 4.851 )

      Volume: Vol.7, No.2 Issue: 2 Pages: 426-435

    • DOI

      10.1109/tetci.2022.3215137

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267
  • [Journal Article] A Boundary-Enhanced Liver Segmentation Network for Multi-Phase CT Images with Unsupervised Domain Adaptation2023

    • Author(s)
      Ananda Swathi、Jain Rahul Kumar、Li Yinhao、Iwamoto Yutaro、Han Xianhua、Kanasaki Shuzo、Hu Hongjie、Chen Yen-Wei
    • Journal Title

      Bioengineering

      Volume: 10 Issue: 8 Pages: 899-899

    • DOI

      10.3390/bioengineering10080899

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-23K21683
  • [Journal Article] 3D Multiple-Contextual ROI-Attention Network for Efficient and Accurate Volumetric Medical Image Segmentation2023

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Akira Furukawa, Shuzo Kanasaki, and Yen-Wei Chen
    • Journal Title

      IEICE Trans. Inf. & Syst.

      Volume: E106.D Issue: 5 Pages: 1027-1037

    • DOI

      10.1587/transinf.2022EDP7193

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2023-05-01
    • Language
      English
    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234
  • [Journal Article] MTL-ABS3Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images2022

    • Author(s)
      Huang Huimin、Chen Qingqing、Lin Lanfen、Cai Ming、Zhang Qiaowei、Iwamoto Yutaro、Han Xianhua、Furukawa Akira、Kanasaki Shuzo、Chen Yen-Wei、Tong Ruofeng、Hu Hongjie
    • Journal Title

      IEEE Journal of Biomedical and Health Informatics

      Volume: 26 Issue: 8 Pages: 3988-3998

    • DOI

      10.1109/jbhi.2022.3153406

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-23K21683
  • [Journal Article] IDH Mutation Status Prediction by a Radiomics Associated Modality Attention Network2022

    • Author(s)
      Xinran Zhang, Xiaoyu Shi, Yutaro Iwamoto, Jingliang Cheng, Jie Bai, Guohua Zhao, Xian-hua Han and *Yen-Wei Chen
    • Journal Title

      The Visual Computer (Impact Factor: 2.601 )

      Volume: Published Online Issue: 6 Pages: 2367-2379

    • DOI

      10.1007/s00371-022-02452-y

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234
  • [Journal Article] Phase Attention Model for Prediction of Early Recurrence of Hepatocellular Carcinoma With Multi-Phase CT Images and Clinical Data2022

    • Author(s)
      Wang Weibin、Wang Fang、Chen Qingqing、Ouyang Shuyi、Iwamoto Yutaro、Han Xianhua、Lin Lanfen、Hu Hongjie、Tong Ruofeng、Chen Yen-Wei
    • Journal Title

      Frontiers in Radiology

      Volume: 2

    • DOI

      10.3389/fradi.2022.856460

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-23K21683
  • [Journal Article] Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-192021

    • Author(s)
      Kitrungrotsakul Titinunt、Chen Qingqing、Wu Huitao、Iwamoto Yutaro、Hu Hongjie、Zhu Wenchao、Chen Chao、Xu Fangyi、Zhou Yong、Lin Lanfen、Tong Ruofeng、Li Jingsong、Chen Yen-Wei
    • Journal Title

      IEEE Journal of Biomedical and Health Informatics

      Volume: 25 Issue: 7 Pages: 2363-2373

    • DOI

      10.1109/jbhi.2021.3082527

    • Data Source
      KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234
  • [Journal Article] VolumeNet: A Lightweight Parallel Network for Super-Resolution of MR and CT Volumetric Data2021

    • Author(s)
      Yinhao Li, Yutaro Iwamoto, Lanfen Lin, Rui Xu, Ruofeng Tong, Yen-Wei Chen
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: - Pages: 4840-4854

    • DOI

      10.1109/tip.2021.3076285

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19J13820, KAKENHI-PROJECT-18K18078, KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-21H04903, KAKENHI-PROJECT-23K21683
  • [Journal Article] PA‐ResSeg: A phase attention residual network for liver tumor segmentation from multiphase CT images2021

    • Author(s)
      Xu Yingying、Cai Ming、Lin Lanfen、Zhang Yue、Hu Hongjie、Peng Zhiyi、Zhang Qiaowei、Chen Qingqing、Mao Xiongwei、Iwamoto Yutaro、Han Xian‐Hua、Chen Yen‐Wei、Tong Ruofeng
    • Journal Title

      Medical Physics

      Volume: 48 Issue: 7 Pages: 3752-3766

    • DOI

      10.1002/mp.14922

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821, KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-23K21683
  • [Journal Article] Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small Cell Lung Cancer2021

    • Author(s)
      Aonpong Panyanat、Iwamoto Yutaro、Han Xian-Hua、Lin Lanfen、Chen Yen-Wei
    • Journal Title

      IEEE Access

      Volume: 9 Pages: 90244-90254

    • DOI

      10.1109/access.2021.3088234

    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Journal Article] Medical Image Segmentation With Deep Atlas Prior2021

    • Author(s)
      Huang Huimin、Zheng Han、Lin Lanfen、Cai Ming、Hu Hongjie、Zhang Qiaowei、Chen Qingqing、Iwamoto Yutaro、Han Xianhua、Chen Yen-Wei、Tong Ruofeng
    • Journal Title

      IEEE Transactions on Medical Imaging

      Volume: 40 Issue: 12 Pages: 3519-3530

    • DOI

      10.1109/tmi.2021.3089661

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-23K21683
  • [Journal Article] Mutual Information-Based Graph Co-Attention Networks for Multimodal Prior-Guided Magnetic Resonance Imaging Segmentation2021

    • Author(s)
      Shaocong Mo, Ming Cai, Lanfen Lin, Ruofeng Tong, Qingqing Chen, Fang Wang, Hongjie Hu, Yutaro Iwamoto, Xian-Hua Han, and Yen-Wei Chen
    • Journal Title

      IEEE Trans. Circuits and Systems for Video Technology

      Volume: Vol.32, Issue: 5 Pages: 2512-2526

    • DOI

      10.1109/tcsvt.2021.3112551

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Journal Article] An Efficient Deep Learning Based Coarse-to-Fine Cephalometric Landmark Detection Method2021

    • Author(s)
      SONG Yu、QIAO Xu、IWAMOTO Yutaro、CHEN Yen-Wei、CHEN Yili
    • Journal Title

      IEICE Trans. Inf. & Syst.

      Volume: E104.D Issue: 8 Pages: 1359-1366

    • DOI

      10.1587/transinf.2021EDP7001

    • NAID

      130008070344

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2021-08-01
    • Language
      English
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Journal Article] Accurate BAPL Score Classification of Brain PET Images Based on Convolutional Neural Networks with a Joint Discriminative Loss Function2020

    • Author(s)
      Ryosuke Sato, Yutaro Iwamoto, Kook Cho, Do-Young Kang, Yen-Wei Chen
    • Journal Title

      Applied Sciences

      Volume: 10 Issue: 3 Pages: 1-13

    • DOI

      10.3390/app10030965

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Journal Article] CasCRNN-GL-Net: cascaded convolutional and recurrent neural networks with global and local pathways for classification of focal liver lesions in multi-phase CT images2020

    • Author(s)
      Dong Liang, Yingying Xu, Lanfeng Lin, Nan Zhou, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Xianhua Han, Yutaro Iwamoto and Yen-Wei Chen
    • Journal Title

      Communications in Information and Systems

      Volume: Vol.20 Issue: 4 Pages: 415-442

    • DOI

      10.4310/cis.2020.v20.n4.a2

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Journal Article] Deep Fusion Models of Multi-Phase CT and Selected Clinical Data for Preoperative Prediction of Early Recurrence in Hepatocellular Carcinoma2020

    • Author(s)
      Weibin Wang, Qingqinng Chen, Yutaro Iwamoto, Panyanat Aonpong, Lanfen Lin, Hongjie Hu, Qiaowei Zhang and Yen-Wei Chen
    • Journal Title

      IEEE Access (Impact Factor: 3.75)

      Volume: Vol.8 Pages: 139212-139220

    • DOI

      10.1109/access.2020.3011145

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Journal Article] Classification and Quantification of Emphysema Using a Multi-Scale Residual Network2019

    • Author(s)
      Liying Peng, Lanfen Lin, Hongjie Hu, Huali Li, Qingqing Chen. Xiaoli Ling, Dan Wang, Xianhua Han, Yutaro Iwamoto and Yen-Wei Chen
    • Journal Title

      IEEE Journal of Biomedical and Health Informatics

      Volume: 23 Issue: 6 Pages: 2526-2536

    • DOI

      10.1109/jbhi.2018.2890045

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Journal Article] Tensor-based Sparse Representations of Multi-phase Medical Images for Classification of Focal Liver Lesions2019

    • Author(s)
      Jian Wang, Jing Li, Xian-Hua Han, Lanfen Lin, Hongjie Hu, Yingying Xu, Qingqing Chen, Yutaro Iwamoto, Yen-Wei Chen
    • Journal Title

      Pattern Recognition Letter

      Volume: 印刷中 Pages: 207-215

    • DOI

      10.1016/j.patrec.2019.01.001

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-18H04747, KAKENHI-PROJECT-18H03267
  • [Journal Article] A Preliminary Study of Kinect-Based Real-Time Hand Gesture Interaction Systems for Touchless Visualizations of Hepatic Structures in Surgery2019

    • Author(s)
      Jiaqing LIU, Tomoko TATEYAMA, Yutaro IWAMOTO, Yen-Wei CHEN
    • Journal Title

      Medical Imaging and Information Sciences

      Volume: 36 Issue: 3 Pages: 128-135

    • DOI

      10.11318/mii.36.128

    • NAID

      130007723852

    • ISSN
      0910-1543, 1880-4977
    • Year and Date
      2019-09-30
    • Language
      English
    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K11454, KAKENHI-PROJECT-18H03267, KAKENHI-PROJECT-17H00754
  • [Journal Article] Comparison of Machine Learning-Based Radiomics Models for Early Recurrence Prediction of Hepatocellular Carcinoma2019

    • Author(s)
      Panyanat Aonpong, Qingqin Chen, Yutaro Iwamoto, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, and Yen-Wei Chen
    • Journal Title

      Journal of Image and Graphics

      Volume: 7 Issue: 4 Pages: 117-125

    • DOI

      10.18178/joig.7.4.117-125

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Journal Article] Automatic Liver Segmentation Using U-Net with Wasserstein GANs2018

    • Author(s)
      Yuki Enokiya, Yutaro Iwamoto, Yen-Wei Chen, and Xian-Hua Han
    • Journal Title

      Journal of Image and Graphics

      Volume: 6 Issue: 2 Pages: 152-159

    • DOI

      10.18178/joig.6.2.152-159

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] CT Brain Image synthesization from MRI Brain Images Using CycleGAN2023

    • Author(s)
      Kazuki Takamiya, Yutaro Iwamoto, Masahiro Nonaka, Yen-Wei Chen
    • Organizer
      41st IEEE International Conference on Consumer Electronics (IEEE ICCE2023)(国際学会)(H5 index: 27)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Unsupervised Domain Adaptation Using Fourier Phase Enhanced Training Images for Liver Tumors Detection in Multi-phase CT Images2023

    • Author(s)
      Rahul Kumar Jain, Takahiro Sato, Ahmed M El-Sayed, Taro Watasue, Tomohiro Nakagawa, Yutaro Iwamoto, Yinhao Li, Xianhua Han, Lanfen Lin, Hongjie Hu, Xiang Ruan, Yen-Wei Chen
    • Organizer
      2023 IEEE Annu Int Conf IEEE Eng Med Biol Soc . (EMBC2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Unsupervised Domain Adaptation Using Fourier Phase Enhanced Training Images for Liver Tumors Detection in Multi-phase CT Images2023

    • Author(s)
      Rahul Kumar Jain, Takahiro Sato, Ahmed M El-Sayed, Taro Watasue, Tomohiro Nakagawa, Yutaro Iwamoto, Yinhao Li, Xianhua Han, Lanfen Lin, Hongjie Hu, Xiang Ruan, Yen-Wei Chen
    • Organizer
      The 45th Annual International Conferenche IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] A Multi-View Weighted Fusion Model for Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI2023

    • Author(s)
      Hikari Maeda, Yutaro Iwamoto, Masahiro Nonaka, Yinhao Li, Yen-Wei Chen
    • Organizer
      2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17774
  • [Presentation] A Multi-View Weighted Fusion Model for Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI2023

    • Author(s)
      Maeda Hikari、Iwamoto Yutaro、Nonaka Masahiro、Li Yinhao、Chen Yen-Wei
    • Organizer
      2023 IEEE 12th Global Conference on Consumer Electronics (GCCE2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] SemiCVT: Semi-Supervised Convolutional Vision Transformer for Semantic Segmentation2023

    • Author(s)
      Huimin Huang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Synthesizing Contrast-Enhanced Computed Tomography Images with an Improved Conditional Generative Adversarial Network2022

    • Author(s)
      Yulin Yang, Caie Xu, Qingqing Chen, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin, Hongjie Hu, Ruofeng Tong, Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Automatic Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI Based on Deep Multi-path Learning2022

    • Author(s)
      Hikari Jinbo, Yutaro Iwamoto, Masahiro Nonaka, Yen-Wei Chen
    • Organizer
      2022 IEEE International Conference on Consumer Electronics (ICCE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17774
  • [Presentation] An Accurate Unsupervised Liver Lesion Detection Method Using Pseudo-lesions2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, *Lanfen Lin, Hongjie Hu and *Yen-Wei Chen
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022)(国際学会)(H5 index: 78)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation2022

    • Author(s)
      Huimin Huang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen and Ruofeng Tong
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Improved Mask R-CNN with Deformable Convolutions for Accurate Liver Lesion Detection in Multiphase CT Images2022

    • Author(s)
      Chanyu LEE, Yutaro IWAMOTO, Lanfen LIN, Hongjie HU, and Yen-Wei CHEN*
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed-2022)(国際学会)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Improved Mask R-CNN with Deformable Convolutions for Accurate Liver Lesion Detection in Multiphase CT Images2022

    • Author(s)
      Chanyu LEE, Yutaro IWAMOTO, Lanfen LIN, Hongjie HU, and Yen-Wei CHEN
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed-2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Automatic Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI Based on Deep Multi-Path Learning2022

    • Author(s)
      Hikari Jinbo, Yutaro Iwamoto, Masahiro Nonaka, Yen-Wei Chen
    • Organizer
      40th IEEE International Conference on Consumer Electronics (IEEE ICCE2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Unsupervised Domain Adaptation Using Adversarial Learning and Maximum Square Loss for Liver Tumors Detection in Multi-phase CT Images2022

    • Author(s)
      Rahul Kumar JAIN, Takahiro SATO, Taro WATASUE, Tomohiro NAKAGAWA, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU Xiang RUAN and Yen-Wei CHEN
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Dual Discriminator-Based Unsupervised Domain Adaptation Using Adversarial Learning for Liver Segmentation on Multiphase CT Images2022

    • Author(s)
      Swathi Ananda, Yutaro Iwamoto, Xianhua HAN, Lanfen Lin, Hongjie Hu and Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] An Accurate Unsupervised Liver Lesion Detection Method Using Pseudo-lesions2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, *Lanfen Lin, Hongjie Hu and *Yen-Wei Chen・
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022(国際学会)(H5 index: 78)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] A Weakly-Supervised Anomaly Detection Method via Adversarial Training for Medical Images2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen
    • Organizer
      40th IEEE International Conference on Consumer Electronics (IEEE ICCE2022)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation2022

    • Author(s)
      Huimin Huang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Weakly-Supervised Focal Liver Lesion Detection in CT Images2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen
    • Organizer
      電子情報通信学会医用画像研究会(MI2022-40)
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Mixed Transformer U-Net for Medical Image Segmentation2022

    • Author(s)
      Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      2022 IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP2022)(国際学会)(H5 index:110 )
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Unsupervised Domain Adaptation with Adversarial Learning for Liver Tumors Detection in Multi-phase CT Images2022

    • Author(s)
      Rahul Kumar JAIN1, Takahiro SATO, Taro WATASUE, Tomohiro NAKAGAWA, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiang RUAN, and Yen-Wei CHEN
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Unsupervised Domain Adaptation Using Adversarial Learning and Maximum Square Loss for Liver Tumors Detection in Multi-phase CT Images2022

    • Author(s)
      Rahul Kumar JAIN, Takahiro SATO, Taro WATASUE, Tomohiro NAKAGAWA, Yutaro IWAMOTO, Xianhua HAN, *Lanfen LIN, *Hongjie HU Xiang RUAN and *Yen-Wei CHEN
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Residual Multilayer Perceptrons for Genotype-Guided Recurrence Prediction of Non-Small Cell Lung Cancer2022

    • Author(s)
      Yang Ai, Panyanat Aonpong, Weibin Wang, Yinhao Li, Yutaro Iwamoto, Xianhua Han, Yen- Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Residual Multilayer Perceptrons for Genotype-Guided Recurrence Prediction of Non-Small Cell Lung Cancer2022

    • Author(s)
      Yang Ai, Panyanat Aonpong, Weibin Wang, Yinhao Li, Yutaro Iwamoto, Xianhua Han, Yen- Wei Chen*
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] マルチパス深層学習を用いたMRI画像からの小児水頭症の脳室領域の自動セグメンテーション2022

    • Author(s)
      神保日華里、岩本祐太郎、陳延偉、埜中正博
    • Organizer
      医用画像研究会
    • Data Source
      KAKENHI-PROJECT-21K17774
  • [Presentation] An Accurate Unsupervised Liver Lesion Detection Method Using Pseudo-lesions2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Hongjie Hu and Yen-Wei Chen
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Dual Discriminator-Based Unsupervised Domain Adaptation Using Adversarial Learning for Liver Segmentation on Multiphase CT Images2022

    • Author(s)
      Swathi Ananda, Yutaro Iwamoto, Xianhua HAN, *Lanfen Lin, *Hongjie Hu and *Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] An Accurate Unsupervised Liver Lesion Detection Method Using Pseudo-lesions2022

    • Author(s)
      He Li, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Hongjie Hu, Yen-Wei Chen
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Residual Multilayer Perceptrons for Genotype-Guided Recurrence Prediction of Non-Small Cell Lung Cancer2022

    • Author(s)
      Yang Ai, Panyanat Aonpong, Weibin Wang, Yinhao Li, Yutaro Iwamoto, Xianhua Han, Yen- Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Synthesizing Contrast-Enhanced Computed Tomography Images with an Improved Conditional Generative Adversarial Network2022

    • Author(s)
      Yulin Yang, Caie Xu, Qingqing Chen, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin*, Hongjie Hu*, Ruofeng Tong, and Yen-Wei Chen*
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Dual Discriminator-Based Unsupervised Domain Adaptation Using Adversarial Learning for Liver Segmentation on Multiphase CT Images2022

    • Author(s)
      Swathi Ananda, Yutaro Iwamoto, Xianhua HAN, Lanfen Lin, Hongjie Hu, Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Unsupervised Domain Adaptation Using Adversarial Learning and Maximum Square Loss for Liver Tumors Detection in Multi-phase CT Images2022

    • Author(s)
      Rahul Kumar JAIN, Takahiro SATO, Taro WATASUE, Tomohiro NAKAGAWA, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU Xiang RUAN, Yen-Wei CHEN
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Mixed Transformer U-Net for Medical Image Segmentation2022

    • Author(s)
      Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      2022 IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP2022)(国際学会)(H5 index:110 )
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Mixed Transformer U-Net for Medical Image Segmentation2022

    • Author(s)
      Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      2022 IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] An Intra- and Inter-Modality Fusion Model Using MR Images for Prediction of Glioma Isocitrate Dehydrogenase (IDH) Mutation2022

    • Author(s)
      Xiaoyu Shi, Xinran Zhang, Yutaro Iwamoto, Jingliang Cheng, Jie Bai, Guohua Zhao and Yen-Wei Chen*
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation2022

    • Author(s)
      Huimin Huang, Shiao Xie, *Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, *Yen-Wei Chen and Ruofeng Tong,
    • Organizer
      International Joint Conference on Artificial Intelligence (IJCAI2022)(国際学会)(H5 index: 120)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Improved Mask R-CNN with Deformable Convolutions for Accurate Liver Lesion Detection in Multiphase CT Images2022

    • Author(s)
      Chanyu LEE, Yutaro IWAMOTO, Lanfen LIN, Hongjie HU, Yen-Wei CHEN
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed-2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] An Intra- and Inter-Modality Fusion Model Using MR Images for Prediction of Glioma Isocitrate Dehydrogenase (IDH) Mutation2022

    • Author(s)
      Xiaoyu Shi, Xinran Zhang, Yutaro Iwamoto, Jingliang Cheng, Jie Bai, Guohua Zhao and Yen-Wei Chen*
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Dual Discriminator-Based Unsupervised Domain Adaptation Using Adversarial Learning for Liver Segmentation on Multiphase CT Images2022

    • Author(s)
      Swathi Ananda, Yutaro Iwamoto, Xianhua HAN, *Lanfen Lin, *Hongjie Hu and *Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)(国際学会)(H5 index: 43)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Mixed Transformer U-Net for Medical Image Segmentation2022

    • Author(s)
      Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      2022 IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Synthesizing Contrast-Enhanced Computed Tomography Images with an Improved Conditional Generative Adversarial Network2022

    • Author(s)
      Yulin Yang, Caie Xu, Qingqing Chen, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin, Hongjie Hu, Ruofeng Tong, and Yen-Wei Chen
    • Organizer
      44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (IEEE EMBC 2022)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] An Efficient and Accurate 3D Multiple-Contextual Semantic Segmentation Network for Medical Volumetric Images2021

    • Author(s)
      He Li, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin*, and Yen-Wei Chen*
    • Organizer
      43st International Engineering in Medicine and Biology Conference (IEEE EMBC2021)
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Improved Genotype-Guided Deep Radiomics Signatures for Recurrence Prediction of Non-Small Cell Lung Cancer2021

    • Author(s)
      Panyanat Aonpong, Yutaro Iwamoto, Xian-Hua Han, Akira Furukawa, Shuzo Kanasaki, and Yen-Wei Chen*
    • Organizer
      43st International Engineering in Medicine and Biology Conference (IEEE EMBC2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] 高効率かつ高精度な三次元ボリューム画像のセグメンテーション法2021

    • Author(s)
      He Li,岩本祐太郎, 韓先花, 陳延偉
    • Organizer
      日本生体医工学会生体画像と医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Patch-Free 3D Medical Image Segmentation Driven by Super-Resolution Technique and Self-Supervised Guidance2021

    • Author(s)
      Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, and Ruofeng Tong
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Automatic Detection and Segmentation of Liver Tumors in Multi-Phase CT Images by Phase Attention Mask R-CNN2021

    • Author(s)
      Ryo Hasegawa, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, and Yen-Wei CHEN
    • Organizer
      9th IEEE International Conference on Consumer Electronics (IEEE ICCE2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] 高効率かつ高精度な三次元ボリューム画像のセグメンテーション法2021

    • Author(s)
      He Li,岩本祐太郎, 韓先花, 陳延偉
    • Organizer
      日本生体医工学会生体画像と医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Automatic Detection and Segmentation of Liver Tumors in Multi-Phase CT Images by Phase Attention Mask R-CNN2021

    • Author(s)
      Ryo Hasegawa, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, and Yen-Wei CHEN
    • Organizer
      39th IEEE International Conference on Consumer Electronics (IEEE ICCE2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] 3D Graph-S2Net: Shape-Aware Self-Ensembling Network for Semi-Supervised Segmentation with Bilateral Graph Convolution2021

    • Author(s)
      Huimin Huang, Nan Zhou, *Lanfen Lin, *Hongjie Hu, Yutaro Iwamoto, Han, *Yen-Wei Chen, Ruofeng Tong
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Radiomicsと深層学習を用いたMR画像における肝臓癌の血管浸潤予測2021

    • Author(s)
      Weibin Wang, Qingqing Chen, Risheng Deng, Fang Wang, 岩本祐太郎, 韓先花, Lanfen Lin, 陳延偉
    • Organizer
      日本生体医工学会生体画像と医用人工知能研究会
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] 3D Graph-S2Net: Shape-Aware Self-Ensembling Network for Semi-Supervised Segmentation with Bilateral Graph Convolution2021

    • Author(s)
      Huimin Huang, Nan Zhou, Lanfen Lin, Hongjie Hu, Yutaro Iwamoto, Han, Yen-Wei Chen, Ruofeng Tong
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Automatic Detection and Segmentation of Liver Tumors in Multi-Phase CT Images by Phase Attention Mask R-CNN2021

    • Author(s)
      Ryo Hasegawa, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, and Yen-Wei CHEN
    • Organizer
      39th IEEE International Conference on Consumer Electronics (IEEE ICCE2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] A Teacher-Student Learning Based on Composed Ground-Truth Images for Accurate Cephalometric Landmark Detection2021

    • Author(s)
      Yu Song, Xu Qiao, Yutaro Iwamoto, Yen-Wei Chen
    • Organizer
      2021 IEEE International Conference on Image Processing (IEEE ICIP 2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] IDH Mutation Status Prediction by Modality-Self Attention Network2021

    • Author(s)
      Xinran Zhang, Yutaro Iwamoto, Jingliang Cheng, Jie Bai, Guohua Zhao, Xian-hua Han and Yen-Wei Chen
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Patch-Free 3D Medical Image Segmentation Driven by Super-Resolution Technique and Self-Supervised Guidance2021

    • Author(s)
      Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, and Ruofeng Tong
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Automatic Detection and Segmentation of Liver Tumors in Multi-Phase CT Images by Phase Attention Mask R-CNN2021

    • Author(s)
      Ryo Hasegawa, Yutaro Iwamoto, Xianhua Han, Lanfen Lin, Hongjie Hu, Xiujun Cai, and Yen-Wei Chen
    • Organizer
      Proc. of 39th IEEE International Conference on Consumer Electronics, ICCE2021
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation2021

    • Author(s)
      Huiming Huang, *Ming Cai, Lanfen Lin, Jing Zheng, Xiongwei Mao, Xiaohan Qian, Zhiyi Peng, *Jianying Zhou, Ruofeng Tong, Yutaro Iwamoto, Xian-Hua Han, *Yen-Wei Chen, Ruofeng Tong
    • Organizer
      46th IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Computer-Aided Diagnosis of Peritonitis on Cine MRI Using Deep Optical Flow Network2021

    • Author(s)
      Toshiki Kawahara, Akitoshi Inoue, Yutaro Iwamoto, Akira Furukawa, Yen-Wei Chen
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Case Discrimination: Self-supervised Feature Learning for the classication of Focal Liver Lesions2021

    • Author(s)
      Haohua DONG, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, and Yen-Wei CHEN
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] An Efficient and Accurate 3D Multiple-Contextual Semantic Segmentation Network for Medical Volumetric Images2021

    • Author(s)
      He Li, Yutaro Iwamoto, Xian-Hua Han, Lanfen Lin*, and Yen-Wei Chen*
    • Organizer
      43st International Engineering in Medicine and Biology Conference (IEEE EMBC2021)
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Patch-Free 3D Medical Image Segmentation Driven by Super-Resolution Technique and Self-Supervised Guidance2021

    • Author(s)
      Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, and Ruofeng Tong
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K21683
  • [Presentation] Automatic Detection and Segmentation of Liver Tumors in Multi-Phase CT Images by Phase Attention Mask R-CNN2021

    • Author(s)
      Ryo Hasegawa, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, Yen-Wei CHEN
    • Organizer
      9th IEEE International Conference on Consumer Electronics (IEEE ICCE2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Case Discrimination: Self-supervised Feature Learning for the classication of Focal Liver Lesions2021

    • Author(s)
      Haohua DONG, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Xiujun CAI, and Yen-Wei CHEN
    • Organizer
      International Conference on Innovation in Medicine and Healthcare
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] Attention Mask R-CNNを用いたマルチフェ ーズCT画像における肝臓腫瘍候補の自動検出2020

    • Author(s)
      長谷川諒・岩本祐太郎・Lanfen Lin・Hongjie Hu・陳延偉
    • Organizer
      電子情報通信学会医用画像研究会
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] A 3D Shrinking-and-Expanding Module with Channel Attention for Efficient Deep Learning-Based Super-Resolution2020

    • Author(s)
      Yinhao Li, Yutaro Iwamoto, and Yen-Wei Chen
    • Organizer
      International Conference on Innovation in Medicine and Healthcare(InMed2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] A Lightweight Deep Network for 3D Medical Image Segmentation2020

    • Author(s)
      Kawahara Toshiki, Yinhao Li and Yutaro Iwamoto, Lanfen Lin, Yen-Wei Chen
    • Organizer
      2020 IEEE 9th Global Conference on Consumer Electronics(GCCE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Multimodal Priors Guided Segmentation of Liver Lesions in MRI Using Mutual Information Based Graph Co-Attention Networks2020

    • Author(s)
      Shaocong Mo, Ming Cai, Lanfen Lin, Ruofeng Tong, Qingqing Chen, Fang Wang, Hongjie Hu, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen
    • Organizer
      International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Development of an Interactive Semantic Medical Image Segmentation System2020

    • Author(s)
      Hikari Jinbo, Titinunt Kitrungrotsaku, Yutaro Iwamoto, Lanfen Lin, Hongjie Hu, Yen-Wei Chen
    • Organizer
      Proc. of 2020 IEEE 8th Global Conference on Consumer Electronics, GCCE 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Attention Mask R-CNNを用いたマルチフェ ーズCT画像における肝臓腫瘍候補の自動検出2020

    • Author(s)
      長谷川諒・岩本祐太郎・Lanfen Lin・Hongjie Hu・陳延偉
    • Organizer
      電子情報通信学会医用画像研究会
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Multimodal Priors Guided Segmentation of Liver Lesions in MRI Using Mutual Information Based Graph Co-Attention Networks2020

    • Author(s)
      Shaocong Mo, Ming Cai, Lanfen Lin, Ruofeng Tong, Qingqing Chen, Fang Wang, Hongjie Hu, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen
    • Organizer
      Medical Image Computing and Computer Assisted Intervention, MICCAI 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] WNET: An End-to-end Atlas-Guided and Boundary-Enhanced Network for for Medical Image Segmentation2020

    • Author(s)
      Huiming Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Jian Wu
    • Organizer
      IEEE International Symposium on Medical Imaging (IEEE ISBI2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] A 3D Shrinking-and-Expanding Module with Channel Attention for Efficient Deep Learning-Based Super-Resolution2020

    • Author(s)
      Yinhao Li, Yutaro Iwamoto, and Yen-Wei Chen
    • Organizer
      Innovation in Medicine and Healthcare, Smart Innovation, Systems and Technologies, InMed2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] A Lightweight Deep Network for 3D Medical Image Segmentation2020

    • Author(s)
      Kawahara Toshiki, Yinhao Li and Yutaro Iwamoto, Lanfen Lin, Yen-Wei Chen
    • Organizer
      2020 IEEE 9th Global Conference on Consumer Electronics(GCCE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K21821
  • [Presentation] A Lightweight Deep Network for 3D Medical Image Segmentation2020

    • Author(s)
      Toshiki Kawahara, Yinhao Li, Yutaro Iwamoto, Lanfen Lin, Yen-Wei Chen
    • Organizer
      Proc. of 2020 IEEE 8th Global Conference on Consumer Electronics, GCCE 2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] UNET 3+: A Full-Scale Connected UNET for Medical Image Segmentation2020

    • Author(s)
      Huiming Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Jian Wu
    • Organizer
      The 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] WNET: An End-to-end Atlas-Guided and Boundary-Enhanced Network for for Medical Image Segmentation2020

    • Author(s)
      Huiming Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Jian Wu
    • Organizer
      Proc. of IEEE International Symposium on Biomedical Imaging, ISBI2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Case Discrimination: Self-supervised Learning for classification of Medical Image2020

    • Author(s)
      Haohua Dong・Yutaro Iwamoto・Xianhua Han・Lanfen Lin・Hongjie Hu・Xiujun Cai・Yen-Wei Chen
    • Organizer
      電子情報通信学会パターン認識・メディア理解研究会
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] Deep Learning Method for Content-Based Retrieval of Focal Liver Lesions Using Multiphase Contrast-Enhanced Computer Tomography Images2020

    • Author(s)
      Yusuke YOSHINOBU, Yutaro IWAMOTO, Xianhua HAN, Lanfen LIN, Hongjie HU, Qiaowei ZHANG, Yen-Wei CHEN
    • Organizer
      38th IEEE International Conference on Consumer Electronics (IEEE ICCE2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] UNET 3+: A Full-Scale Connected UNET for Medical Image Segmentation2020

    • Author(s)
      Huiming Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Jian Wu
    • Organizer
      Proc. of the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP2020
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Color Guided Depth Map Super-Resolution based on a Deep Self-Learning Approach2020

    • Author(s)
      Kyohei Takeda, Yutaro Iwamoto, Yen-Wei Chen
    • Organizer
      2020 IEEE International Conference on Consumer Electronics (ICCE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] UNET 3+: A Full-Scale Connected UNET for Medical Image Segmentation2020

    • Author(s)
      Huiming Huang, Lanfen Lin, Ruofeng Tong, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han
    • Organizer
      45th IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] A 3D Shrinking-and-Expanding Module with Channel Attention for Efficient Deep Learning-Based Super-Resolution2020

    • Author(s)
      Yinhao Li, Yutaro Iwamoto, and Yen-Wei Chen
    • Organizer
      International Conference on Innovation in Medicine and Healthcare(InMed2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20KK0234
  • [Presentation] 三次元計測の基礎と深度画像の高解像度化2020

    • Author(s)
      岩本 祐太郎
    • Organizer
      先進電磁波イメージング研究会
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Multi-Stream Scale-Insensitive Convolutional and Recurrent Neural Networks for Liver Tumor Detection in Dynamic Ct Images2019

    • Author(s)
      Dong Liang, Ruofeng Tong, Jian Wu, Lanfen Lin, Xiao Chen, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen
    • Organizer
      2019 IEEE International Conference on Image Processing (IEEE ICIP 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Advanced deep learning for liver segmentation and liver lesion classification2019

    • Author(s)
      Yutaro Iwamoto
    • Organizer
      6th International Symposium on AI-driven Analysis of Medical Imaging
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Semi-supervised Segmentation of Liver Using Adversarial Learning with Deep Atlas Prior2019

    • Author(s)
      Han Zheng, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong, Jian Wu
    • Organizer
      MICCAI 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Automatic Segmentation of Infant Brain Ventricles with Hydrocephalus in MRI based on 2.5D U-net and Transfer Learning2019

    • Author(s)
      Kenji Ono, Yutaro Iwamoto, Yen-Wei Chen, Masahiro Nonaka
    • Organizer
      2019 2nd International Conference on Digital Medicine and Image Processing (DMIP 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] A Cascade Attention Network for Liver Lesion Classification in Weakly-Labeled Multi-phase CT Images2019

    • Author(s)
      Xiao Chen, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong, Jian Wu
    • Organizer
      MICCAI 2019 workshop (DART/MIL3ID)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Automatic Segmentation of the Paranasal Sinus from Computer Tomography Images Using a Probabilistic Atlas and a Fully Convolutional Network2019

    • Author(s)
      Yutaro Iwamoto, Kun Xiong, Takahiro Kitamura, Xian-Hua Han, Naoki Matsushiro, Hiroshi Nishimura, Yen-Wei Chen
    • Organizer
      2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Comparison of Hand-craft Subtype Features, Deep Learning Features and Their Fused Features for Classification of Alzheimer's Disease2019

    • Author(s)
      Naohiro Hashizume, Yutaro Iwamoto, Akihiko Shiino, Yen-Wei Chen
    • Organizer
      2019 2nd International Conference on Digital Medicine and Image Processing (DMIP 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Deep Learning-Based Radiomics Models for Early Recurrence Prediction of Hepatocellular Carcinoma with Multi-phase CT Images and Clinical Data2019

    • Author(s)
      Weibin WANG, Qingqing CHEN, Yutaro IWAMOTO, Xianhua HAN, Qiaowei ZHANG, Hongjie HU, Lanfen LIN, Yen-Wei CHEN
    • Organizer
      The 41st International Engineering in Medicine and Biology Conference (EMBC2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] A Dual-Attention Dilated Residual Network for Liver Lesion Classification and Localization on CT Images2019

    • Author(s)
      Xiao Chen, Lanfen Lin, Dong Liang, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong, Jian Wu
    • Organizer
      2019 IEEE International Conference on Image Processing (IEEE ICIP 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Automatic Detection of Focal Liver Lesions in Multi-phase CT Images Using a Multi-channel & Multi-scale CNN2019

    • Author(s)
      Yoshihiro Todoroki, Yutaro Iwamoto, Lanfen Lin, Hongjie Hu, and Yen-Wei Chen
    • Organizer
      The 41st International Engineering in Medicine and Biology Conference (EMBC2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] An Improved Hand Gesture Recognition with Two-Stage Convolutional Neural Networks Using a Hand Color Image and Its Pseudo-Depth Image2019

    • Author(s)
      Jiaqing Liu, Kotaro Furusawa, Tomoko Tateyama, Yutaro Iwamoto, Yen-Wei Chen
    • Organizer
      2019 IEEE International Conference on Image Processing (IEEE ICIP 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] AutoEncoderによるマルチモーダルMR脳画像の教師無しセグメンテーション2018

    • Author(s)
      永田敬之、橋爪直寛、岩本祐太郎、陳延偉
    • Organizer
      平成30年電気関係学会関西連合大会
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Three-class Classification of PET scans in Alzheimer's disease Based on Convolutional Neural Network2018

    • Author(s)
      岩本祐太郎
    • Organizer
      4th International Symposium on AI-based Analysis of Medical Database
    • Invited
    • Data Source
      KAKENHI-PROJECT-18K18078
  • [Presentation] Interactive Liver Segmentation in CT Volumes Using Fully Convolutional Networks2018

    • Author(s)
      Titinunt Kitrungrotsakul,Yutaro Iwamoto, Xian-Hua Han, Xiong Wei, Lanfen Lin, Hongjie Hu, Huiyan Jiang, Yen-Wei Chen
    • Organizer
      International Conference on Innovation in Medicine and Healthcare (InMed2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Combining Convolutional and Recurrent Neural Networks for Classification of Focal Liver Lesions in Multi-Phase CT Images2018

    • Author(s)
      Dong Liang, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen
    • Organizer
      21st International Conference On Medical Image Computing & Computer Assisted Intervention (MICCAI2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Classification of Focal Liver Lesions Using Deep Learning with Fine-tuning2018

    • Author(s)
      Weibin Wang, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Qingqing Chen, Dong Liang, Lanfen Lin, Hongjie Hu and Qiaowei Zhang
    • Organizer
      International Conference on Digital Medicine and Image Processing (DMIP2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • [Presentation] Detection of Liver Tumor Candidates in Multi-Phase CT Images Using Multi-Channel and Multi-Scale CNN2018

    • Author(s)
      Yoshihiro Todoroki, Yutaro Iwamoto1, Lanfen Lin, Hongjie Hu, and Yen-Wei Chen
    • Organizer
      The 14th Joint Workshop on Machine Perception and Robotics (MPR2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18H03267
  • 1.  CHEN Yen-Wei (60236841)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 97 results
  • 2.  韓 先花 (60469195)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 70 results
  • 3.  古川 顕 (80199421)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 5 results
  • 4.  金崎 周造 (90464180)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 5 results
  • 5.  劉 家慶 (20948343)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  李 印豪 (90962465)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 50 results
  • 7.  西川 郁子 (90212117)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  越後 富夫 (80434801)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  LI YINHAO
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results

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