Institute of Science Tokyo · Institute for Advanced Studies · 教授

Research keywords医用画像診断支援・CNN画像セグメンテーション・基底核MRI分割・超音波神経検出・三叉神経形態解析・胸腔鏡画像肺癌検出・Shape-from-focus・触覚グローブ・空気圧アクチュエータ・Transformerモデル

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• Tadahiro Ishiwada, Yoji Tanaka, Shinya Onogi, Yoshikazu Nakajima, Akihito Sato, Yukika Arai, Takamaro Takei, Taketoshi Maehara. Morphological analysis of the trigeminal nerve in trigeminal neuralgia using the nerve's centerline and multiple cross-sections of a 3D model Journal of Neurosurgery. 2024;2024
• Pei Jiang, Takashi Obi, Yoshikazu Nakajima. Integrating prior knowledge to build transformer models International Journal of Information Technology. 2024.01; 16 1279-1292.2024
• Sugino T, Onogi S, Oishi R, Hanayama C, Inoue S, Ishida S, Yao Y, Ogasawara N, Murakawa M, Nakajima Y. Investigation of Appropriate Scaling of Networks and Images for Convolutional Neural Network-Based Nerve Detection in Ultrasound-Guided Nerve Blocks. Sensors (Basel, Switzerland). 2024.06; 24 (11): 3696. ( PubMed , DOI )2024
• Sugino T, Kin T, Saito N, Nakajima Y. Improved segmentation of basal ganglia from MR images using convolutional neural network with crossover-typed skip connection. International journal of computer assisted radiology and surgery. 2024.03; 19 (3): 433-442. ( PubMed , DOI )2024

• 軟組織を対象とした手術ナビゲーションのための臓器位置・変形計測に関する研究
• ゲノム・フェノーム統合解析に立脚した顎顔面非対称の成立機構の解明
• 機械学習・深層学習を併用した骨関節診断・手術支援の実装と最適化
• 微細脳神経・血管の四次元計算機モデルに関する研究

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