18th international symposium on advanced intelligent systems, Best Paper Award,Computer-aided knee surgery: automated anatomical axis definition of clinical interestBelayat Hossain Manabu Nii Shinichi Yoshiya Syoji Kobashi
2017年
6th Int. Conf. on Informatics, Electronics and Vision, Best Paper Award,Analysis of classification results for the nursing-care text evaluation using convolutional neural networkManabu Nii Yuya Tsuchida Yusuke Kato Atsuko Uchinuno Reiko Sakashita
2017 6th International Conference on Informatics, Electronics and Vision and 2017 7th International Symposium in Computational Medical and Health Technology, ICIEV-ISCMHT 2017 2018-January 1-6 2018年4月 [査読有り]
Marin Yasugi   Belayat Hossain   Manabu Nii   Syoji Kobashi   
Journal of Advanced Computational Intelligence and Intelligent Informatics 22(2) 249-255 2018年3月 [査読有り]
Lifestyle and genetics are known to be the major factors causing cerebral aneurysms, but some studies suggest that the shape of cerebral arteries might be correlated with the risk of aneurysm occurrence. This study focuses on the shape of cerebral...
2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 875-880 2018年 [査読有り]
In this paper, a convolution neural network (CNN) based text classification method is proposed. CNNs show strong performance for computer vision and speech recognition applications. Recently, in some researches, CNNs have been applied to sentence ...
Journal of Advanced Computational Intelligence and Intelligent Informatics 22(1) 113-120 2018年1月 [査読有り]
Implanted knee kinematics recognition is required in total knee arthroplasty (TKA), which replaces damaged knee joint with artificial one. The 3-D kinematics of implanted knee in-vivo is used to quantify the knee function for diagnosis of TKA pati...