Research theme for competitive and other funds (18):
2022 - 2025 Proposal of a multi-sensor trocar that realizes forceps operation and tissue shape measurement in endoscopic surgery
2020 - 2025 Elucidation of decision-making factors in multi-tasks on clinical practices
2021 - 2024 Development of a minimally invasive spine surgery assisting system with an AI integrated information presentation system
2019 - 2022 Proposal of high precision multidimensional measurement of tongue mucosa under arbitrary environment based on time-domain correlation imaging method
2016 - 2019 Multimodal imaging of microcirculation by integrating OCT and spectral SDF camera
2013 - 2016 Development of the spectral analytical algorithm for determination of noninvasive blood glucose using t mid-infrared spectroscopy
2013 - 2016 Construction of 3D pathological images and registration to MR image for multimodal analysis of brain tumor
2013 - 2016 Development and Evaluation of Injection Training System by Fusing Simulated Patient and Augmented Reality
2013 - 2016 Development of a microcirculation analysis system to support laparoscopic surgery
2012 - 2015 Research of criteria quantification based on a strangeness in visual perception
2010 - 2012 A study on real-time shape measurement of abdominal organs under the minimum invasive surgery
2008 - 2010 Research on decision of criteria based on visual sensibility
2007 - 2009 Measurement, Modeling and Publication of Hollow Organ Mechanics and its Simulator Implementation
2007 - 2008 Near infrared imaging of indocyanine green for sentinel lymph node navigation using nano-sized particle
2007 - 2008 Processing an opened image tubular organs from endoscopic video image for fusion with CT image
2006 - 2006 腹部立体投影による術者単独腹腔鏡下手術システムに関する研究
2004 - 2006 Development of medical training system based on the Virtual Reality and Goniospectral Imaging
2003 - 診断支援の為の医用画像処理研究 画像の測定・再現・評価
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Papers (209):
Zhe Li, Aya Kanazuka, Atsushi Hojo, Yukihiro Nomura, Toshiya Nakaguchi. Multi-metric assessment of hand motion with multi-camera for puncture technique training. Measurement. 2025
Huitao Wang, Takahiro Nakajima, Kohei Shikano, Yukihiro Nomura, Toshiya Nakaguchi. Diagnosis of Lung Cancer Using Endobronchial Ultrasonography Image Based on Multi-Scale Image and Multi-Feature Fusion Framework. Tomography. 2025
Rizki Nurfauzi, Ayaka Baba, Taka-Aki Nakada, Toshiya Nakaguchi, Yukihiro Nomura. Automated detection of traumatic bleeding in CT images using 3D U-Net# and multi-organ segmentation. Biomedical Physics & Engineering Express. 2025. 11. 2. 025026-025026
Ryo Oka, Bochong Li, Seiji Kato, Takanobu Utsumi, Takumi Endo, Naoto Kamiya, Toshiya Nakaguchi, Hiroyoshi Suzuki. Computer-aided diagnosis based on 3D deep convolutional neural network system using novel 3D magnetic resonance imaging sequences for high-grade prostate cancer. Current Urology. 2025
Zhe Li, Aya Kanazuka, Atsushi Hojo, Yukihiro Nomura, Toshiya Nakaguchi. Multi-Modal Fusion Network with Multi-Head Self-Attention for Injection Training Evaluation in Medical Education. Electronics. 2024. 13. 19. 3882-3882
Development of a breast cancer surgery support system with superimposed MRI images at specified depths
(Proc. International Display Workshops (IDW2024) 2024)
2024/09 - Encouragement Award, The 43rd Annual Meeting of the Japan Society of Medical Imaging Technology Peripheral Pulmonary Lesions Classification in Endobronchial Ultrasonography Using a Multi-branch Framework and Voting Mechanism
2024/02 - IMQA IMQA2024 Student Presentation Award Examination of Gaze Estimation with a Webcam for an Easy Eye-contact Training System
2023/08 - Japan VR Medical Society Excellence Award Development of NOTES support system using virtual reality technology and position sensor
2023/03 - Journal of Artificial Life and Robotics Journal of Artificial Life and Robotics Excellent Reviewer Award 2022
2022/09 - Japanese Society for Medical Virtual Reality Silver Award
2022/05 - The Japan Shock Society: JSS President's Award, The 36th Japan Shock Society General Meeting
2022/03 - IMQA2022 IMQA2022 Student Presentation Award A Detection Approach for Traumatic Bleeding Based on the Fusion of Deep Learning Networks and Multi Thresholds
2011/03 - Student Paper Award at NCSP 2011 Abdominal View Expansion by Retractable Camera
2011/03 - Student Paper Award at NCSP 2011 Computer-Assisted System for Detecting Infiltration of Gastric Cancer
2010/02 - "Cum Laude" poster award at SPIE Medical Imaging 2010 Segmentation of Deformable Organs from Medical Images using Particle Swarm Optimization and Nonlinear Shape Priors
2010/02 - SPIE Medical Imaging 2010 "Cum Laude" poster award Segmentation of Deformable Organs from Medical Images using Particle Swarm Optimization and Nonlinear Shape Priors
日本写真学会
, 電子情報通信学会
, IEEE
, 日本医用画像工学会
, ISO/TC249(伝統医学で用いられる治療機器類,製品類に関する国際標準化委員会)
, IDW-PRJワークショップ
, Japan Society of Endoscopic Surgery
, THE VIRTUAL REALITY SOCIETY OF JAPAN
, Japanese Society for Medical Virtual Reality