Yasuo Sakurai
Toshiba Medical Systems Corporation
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Publication
Featured researches published by Yasuo Sakurai.
international symposium on biomedical imaging | 2010
Huanxiang Lu; Mauricio Reyes; Amira Šerifović; Stefan Weber; Yasuo Sakurai; Hitoshi Yamagata; Philippe C. Cattin
In this paper we propose a variational approach for multimodal image registration based on the diffeomorphic demons algorithm. Diffeomorphic demons has proven to be a robust and efficient way for intensity-based image registration. However, the main drawback is that it cannot deal with multiple modalities. We propose to replace the standard demons similarity metric (image intensity differences) by point-wise mutual information (PMI) in the energy function. By comparing the accuracy between our PMI based diffeomorphic demons and the B-Spline based free-form deformation approach (FFD) on simulated deformations, we show the proposed algorithm performs significantly better.
international symposium on artificial intelligence | 2010
Atsushi Nara; Kiyoshi Izumi; Hiroshi Iseki; Takashi Suzuki; Kyojiro Nambu; Yasuo Sakurai
This research aims at investigating intermediate-scale workflows using the surgical staffs movement pattern. In this study, we have introduced an ultrasonic location aware system to monitor intraoperative movement trajectories on surgical staffs for the workflow analysis. And we developed trajectory data mining for surgical workflow segmentation, and analyzed trajectory data with multiple cases. As a result, in 77.18% of total time, a kind of current operation stage could be correctly estimated. With high accuracy 85.96%, the estimation using trajectory data was able to distinguish whether a current 5 minutes was transition time from one stage to another stage or not.. Based on these results, we are implementing the surgery safe support system that promotes safe & efficient surgical operations.
international conference of the ieee engineering in medicine and biology society | 2010
Takashi Suzuki; Yasuo Sakurai; Kitaro Yoshimitsu; Kyojiro Nambu; Yoshihiro Muragaki; Hiroshi Iseki
Identification, analysis, and treatment of potential risk in surgical workflow are the key to decrease medical errors in operating room. For the automatic analysis of recorded surgical information, this study reports multichannel audio visual recording system, and its review and analysis system. Motion in operating room is quantified using video file size without motion tracking. Conversation among surgical staff is quantified using fast Fourier transformation and frequency filter without speech recognition. The results suggested the progression phase of surgical procedure.
international conference on machine learning | 2010
Xiao Dong; Huanxiang Lu; Yasuo Sakurai; Hitoshi Yamagata; Guoyan Zheng; Mauricio Reyes
Robust and accurate identification of intervertebral discs from low resolution, sparse MRI scans is essential for the automated scan planning of the MRI spine scan. This paper presents a graphical model based solution for the detection of both the positions and orientations of intervertebral discs from low resolution, sparse MRI scans. Compared with the existing graphical model based methods, the proposed method does not need a training process using training data and it also has the capability to automatically determine the number of vertebrae visible in the image. Experiments on 25 low resolution, sparse spine MRI data sets verified its performance.
Archive | 2012
Shigeharu Ohyu; Hitoshi Yamagata; Yasuo Sakurai; Atsuko Sugiyama
Archive | 2009
Yasuo Sakurai; Yoichi Takada; Masahiro Kumakura; Shigeharu Ohyu; Motoji Haragashira; Kyojiro Nambu; Mariko Shibata
Archive | 2008
Yasuo Sakurai; Shigeharu Ohyu; Kyojiro Nambu; Motoji Haragashira; Masahiro Kumakura; Mariko Shibata; Katsuhiko Fujimoto; Yoichi Takada
Archive | 2008
Shigeharu Ohyu; Motoji Haragashira; Yasuo Sakurai
Archive | 2007
Yasuo Sakurai; Shigeharu Ohyu; Takuzo Takayama; Mariko Shibata
Archive | 2009
Motoshi Harato; Masayasu Kumakura; Kyojiro Nanbu; Shigeharu Oyu; Yasuo Sakurai; 恭二郎 南部; 基司 原頭; 重治 大湯; 康雄 櫻井; 正泰 熊倉