Achievements

2026

Paper

Imaging and Clinical Research Team
Taku SUGIYAMA
  1. Spetzler-Martin Grade III 脳動静脈奇形に対する外科的摘出術
    杉山拓,氏原匡樹,栗栖宏多,長内俊也, 中山若樹, 藤村幹
    脳卒中の外科, 2026
  2. Vessel Wall Enhancement in Brain Arteriovenous Malformations: Associations with Imaging and Histopathological Markers of Instability
    Ujihara M, Sugiyama T, Fujima N, Tomaru U, Kurisu K, Osanai T, Fujimura M
    Neurosurgical Review, 49;405:2026
    DOI: 10.1007/s10143-026-04336-4
  3. Surgical Video Understanding with Alignment-Preserving Temporal Adaptation and Action Triplet Text Alignment
    Ikeido T, Togo R, Ogawa T, Sugiyama T, Poudel S, Sugimori H, Tang M, Feng H, Koyano H, Hirata K, Kudo K, Haseyama M
    Bioengineering-Basel, 13;640:2026
    DOI: 10.3390/bioengineering13060640
  4. Automated Scene Classification and Interpretable Time-Point Estimation for Arteriovenous Malformation Resection Videos Using Deep Learning and a Non-Monotonic Hidden Semi-Markov Model
    Sugimori H, Sugiyama T, Poudel S, Togo R, Tang M, Feng H, Koyano H, Ujihara M, Hirata K, Ogawa T, Haseyama M, Kudo K, Fujimura M
    Appl Sci-Basel, 16;7118
    DOI: 10.3390/app16147118
  5. Impact of Plaque Composition and Its Longitudinal Course on The Recurrence of Ipsilateral Cerebrovascular Events in Symptomatic Mild Carotid Stenosis: A MUSIC Study
    Kashiwazaki D, Chida K, Yoshida K, Yamada K, Morioka M, Maruichi K, Takagi Y, Moroi J, Miyamoto S, Chin M, Wada K, Sakai N, Izumo T, Nishikawa Y, Mase M, Hosoda K, Takizawa K, Kobayashi E, Kubo M, Fujita A, Sugiyama T, Fujimura M, Yoshioka H, Kinouchi H, Kunieda T, Yoshimura S, Shiokawa Y, Abe H, Kataoka H, Ogasawara K, Uno M, Sasaki M, Kuroda S, the MUSIC Study Group
    Cerebrovasc Dis, 2026
  6. Collagen Matrix-Assisted Indirect Bypass While Preserving Subcutaneous Soft Tissues in Hemorrhagic Moyamoya Disease: illustrative case
    Kimata J, Uchino H, Osanai T, Sugiyama T, Fujimura M
    NMC Case Rep J, 2026
Ren TOGO
  1. Dual-model weight selection and self-knowledge distillation for medical image classification
    Ayaka Tsutsumi, Guang Li, Ren Togo, Takahiro Ogawa, Satoshi Kondo, Miki Haseyama
    Computers in Biology and Medicine, 2026
    DOI: 10.1016/j.compbiomed.2026.111510
  2. Personalized federated learning for medical vision-language models via efficient fine-tuning and uncertainty-aware disentanglement
    He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama
    Journal of Biomedical Informatics, 2026
    DOI: 10.1016/j.jbi.2026.105014

International Conference

The Molecular and Basic Research Team
Ken MURAMATSU
  1. Basophils exacerbate bullous pemphigoid by promoting natural killer cell-mediated skin inflammation and by regulating dendritic cell accumulation and T cell proliferation in secondary lymphoid organs
    Kawamura T, Muramatsu K, Miyake K, Ito T, Katayama S, Shiiya C, Yoshimoto N, Izumi K, Karasuyama H, Ujiie H
    55th Annual ESDR Meeting, Heidelberg, Germany, 2026
  2. Construction of HLA-DQA1*05:05/HLA-DQB1*03:01 with Type XVII Collagen Protein Complex for Elucidating the Pathomechanism of DPP-4 Inhibitor-Associated Bullous Pemphigoid
    Muramatsu K, Kurosawa S, Tsuyuki T, Maenaka K, Ujiie H
    IPPF Scientific Symposium on Pemphigus and Pemphigoid, Lubeck, Germany, 2026
Imaging and Clinical Research Team
Taku SUGIYAMA
  1. Microsurgical resection for intermediate-grade brain arteriovenous malformations
    Sugiyama T, Ujihara M, Osanai T, Nakayama N, Fujimura M
    The 18th Korea-Japan Joint Conference on Surgery for Cerebral Stroke (KJJC), Osaka, 2026
  2. Age-dependent association between concomitant cilostazol use and delayed ischemic events in clazosentan-treated aneurysmal subarachnoid hemorrhage: A multicenter prospective registry
    Sugiyama T, Nakazaki A, Shimbo D, Ito M, Shimoda Y, Hokari M, Tatezawa R, Ito Y, Gekka M, Uchino H, Fujimura M
    The 18th Korea-Japan Joint Conference on Surgery for Cerebral Stroke (KJJC), Osaka, 2026
  3. Surgical Data Science and AI for Advancing Safety Management and Education in Neurosurgery; Data-Driven Analysis of Intraoperative Events
    Sugiyama T
    EANS2026 Hamburg, Hamburg, 2026
Ren TOGO
  1. “Enhancing Story Visualization via Subject-Aware Inpainting with SOEDiff”
    Hideo Kodama, Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
    International Workshop on Advanced Image Technology (IWAIT), 2026.
  2. “Similar Video Retrieval for Laparoscopic Cholecystectomy Videos Based on Image and Text Feature Representations with Temporal Context Integration”
    Taiyo Ikeido, Ren Togo, Takahiro Ogawa, Miki Haseyama
    International Workshop on Advanced Image Technology (IWAIT), 2026.
  3. “Dual-Model Weight Selection and Wasserstein Knowledge Distillation for Medical Image Classification”
    Ayaka Tsutsumi, Guang Li, Ren Togo, Takahiro Ogawa, Satoshi Kondo, Miki Haseyama
    IFMIA, 2026.
  4. H3GM: HISTORY-GUIDED GLOBAL GEOMETRIC METRIC FOR SINGLE IMAGE TO 3D SCENE GENERATION
    Yuki Katayama, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona (Spain), 2026
  5. CROSS-MODAL SIMILAR VIDEO RETRIEVAL IN LAPAROSCOPIC CHOLECYSTECTOMY VIDEOS CONSIDERING TEMPORAL AND HIERARCHICAL INFORMATION
    Taiyo Ikeido, Ren Togo, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona (Spain), 2026
  6. Personalized longitudinal medical report generation via temporally-aware federated adaptation
    He Zhu, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama
    The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026, Denver, 2026
  7. ADAPTIVE SHARED EXPERTS WITH LORA-BASED MIXTURE OF EXPERTS FOR MULTI-TASK LEARNING
    Minghao Yang, Ren Togo, Guang Li, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona (Spain), 2026
  8. Reranking-based Analysis on Visual and Textual Query Contribution to Composed Image Retrieval
    Huaying Zhang, Ren Togo, Takahiro Ogawa, Miki Haseyama
    ACM International Conference on Multimedia Retrieval (ICMR), Netherlands, 2026
  9. Analysis of model merging for integrating adversarial robustness across diverse datasets in CLIP models
    Koshiro Toishi, Keisuke Maeda, Soichiro Kumano, Ren Togo, Toshihiko Yamasaki, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), Taiwan, 2026
  10. Understanding the layer-wise role of text-stream modulation in diffusion transformers
    Hideo Kodama, Masaki Yoshida, Ren Togo, Takahiro Ogawa, Miki Haseyama
    IEEE International Conference on Consumer Electronics – Taiwan (ICCE-TW), Taiwan, 2026

2025

Paper

Imaging and Clinical Research Team
Ren TOGO
  1. “Privacy-aware continual self-supervised learning on multi-window chest CT for domain shift robustness”
    Ren Tasai, Guang Li, Ren Togo, Takahiro Ogawa, Kenji Hirata, Minghui Tang, Takaaki Yoshimura, Hiroyuki Sugimori, Noriko Nishioka, Yukie Shimizu, Kohsuke Kudo, Miki Haseyama
    Bioengineering, 2025.
    DOI: 10.3390/bioengineering13010032
  2. “TPSMG: Text-controllable polyphonic symbolic music generation”
    Jinlong Zhu, Keigo Sakurai, Ren Togo, Takahiro Ogawa, Miki Haseyama
    ITE Transactions on Media Technology and Applications, 2025.
    DOI: 10.3169/mta.14.110
  3. "Deep-learning-based automatic liver segmentation using computed tomography images in dogs"
    Seungyeon Lee, Genya Shimbo, Nozomu Yokoyama, Kensuke Nakamura, Ren Togo, Takahiro Ogawa, Miki Haseyama and Mitsuyoshi Takiguchi
    Frontiers in Veterinary Science, 2025.
    DOI: 10.3389/fvets.2025.1681820

International Conference

The Molecular and Basic Research Team
Takanori SHINOTSUKA
  • " Stimulated Raman scattering imaging visualizes the water dynamics in the mouse brain"
    T. Shinotsuka, Y. Ozeki, M. Yasui, M. Nuriya
    Neuroscience 2025. (2025).
Imaging and Clinical Research Team
Taku SUGIYAMA
  1. Clinical factors associated with delayed ischemic and non-ischemic adverse events in clazosentan therapy after aneurysmal subarachnoid hemorrhage: A multicenter prospective registry
    Sugiyama T, Hokari M, Shimbo D, Uchino H, Shimoda Y, Okamoto M, Ito Y, Gekka M, Saito H, Yamamoto T, Fujiwara Y, Fujimura M
    EANS (The European Association of Neurosurgical Societies) 2025 Vienna Congress, Vienna, Austria, 2025
  2. AI-based Video Analysis of Instrument Motion and Tissue Deformation for Microvascular Anastomosis Training
    Sugiyama T, Tang M, Sugimori H, Fujimura M
    EANS (The European Association of Neurosurgical Societies) 2025 Vienna Congress, Vienna, Austria, 2025
Ren TOGO
  1. “MLLM-guided Training-free Spherical Panorama Generation from a Single Image”
    Yuki Katayama, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
    ACM SIGGRAPH Asia Posters (SIGGRAPH Asia), 2025.
  2. “Lost in the Interface: How Structured UI Complexity Challenges Large Vision Language Models in Games”
    Xiang Li, Ren Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama
    ACM SIGGRAPH Asia Technical Communications (SIGGRAPH Asia), 2025.

Invited lecture

The Molecular and Basic Research Team
Takanori SHINOTSUKA
  • " Visualization of water dynamics in brain: application of the Stimulated Raman Scattering imaging to the neuroscience"
    T. Shinotsuka
    Keio University – Academia Sinica Joint Workshop Multidisciplinary Approach to Living and Active Matter Systems. (2025)