Institute of Science Tokyo · Institute for Advanced Studies · 准教授

Research keywordssurgical navigation・CNN nerve detection・ultrasound guided nerve block imaging・shape from focus imaging・tunable stiffness grasping devices・endoscopic 3D shape measurement・fiducial marker tracking・trigeminal nerve morphology

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• Takaaki Sugino, Shinya Onogi, Rieko Oishi, Chie Hanayama, Satoki Inoue, Shinjiro Ishida, Yuhang Yao, Nobuhiro Ogasawara, Masahiro Murakawa, Yoshikazu Nakajima. 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
• 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
• Onogi Shinya, Nakajima Yoshikazu. Assessment of All-in-focus Image Quality in Shape-from-focus Technique SENSORS AND MATERIALS. 2023.04; 35 (4): 1327-1337. ( DOI )2023
• 中島 義和, 小野木 真哉, 杉野 貴明. 【外科手術支援におけるAI研究開発の動向】画像情報に基づく手術ナビゲーションとAI活用 MEDICAL IMAGING TECHNOLOGY. 2022.09; 40 (4): 158-163. ( 医中誌 )2022

• メカトロニクスと医用ナビゲーションシステムの統合による超音波自動撮像システム
• 誤差確率分布と誤差伝搬モデルによる手術ナビゲーションの精度推定と高精度化

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