Research field (6)：
Computational science
, Soft computing
, Biological, health, and medical informatics
, Medical systems
, Rehabilitation science
, Biomedical engineering
Research keywords (6)：
Data Science
, Clinical Statistics
, Medical Informatics
, Medical Imaging
, Medical System
, Signal Processing
Research theme for competitive and other funds (12)：
2019 - 2023 Rehabilitation support system for speech disorder by acoustic analysis
2016 - 2019 Biosignal Analysis for Screening Dysphagia in daytime and nighttime based on Pattern recognition
2016 - 2018 Changes in swallowing dynamics associated with different food properties
2013 - 2017 An analysis to prevent human life style diseases in health check up data
2014 - 2016 Evaluation Algorithm of Swallowing Function
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Papers (54)：
Tasuku Honda, Hirohisa Murakami, Hiroshi Tanaka, Yoshikatsu Nomura, Toshihito Sakamoto, Naomi Yagi. Impact of frailty and prefrailty on the mid-term outcomes and rehabilitation course after cardiac surgery. Surgery today. 2024
Rashedur Rahman, Naomi Yagi, Keigo Hayashi, Akihiro Maruo, Hirotsugu Muratsu, Syoji Kobashi. Fragility Fracture of Pelvis Prediction from Computed Tomography Using Boring Survey and Convolutional Neural Network. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2023. 27. 6. 1079-1085
Naomi Yagi, Yutaka Hata, Yoshitada Sakai. Abnormal Articulation Detecting Model with Fluctuation Measurements Using Acoustic Analysis. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2023. 27. 5. 848-854
Naomi YAGI, Reiko MORITA, Masakazu OONISHI. An Approach of Data Analysis for Smart City Using Deep Learning. Biomedical Soft Computing and Human Sciences. 2022. 27. 2. 9-14
Naomi Yagi, Hyodo Tsuji, Takashi Morimoto, Tomohiro Maekawa, Shimpei Mizuta, Tomomoto Ishikawa, Yutaka Hata. Rupture Prediction for Microscopic Oocyte Images of Piezo Intracytoplasmic Sperm Injection by Principal Component Analysis. Journal of clinical medicine. 2022. 11. 21
T. Ueyama, N. Yagi, Y. Fujii, H. Shibutani, Y. Kobayashi, Y. Saji, Y. Sakai, Y. Hata. Aspiration Detection System with Video Fluoroscopic Examination of Swallowing Testing. ICMLC & ICWAPR 2023. 2023
K. Hayashi, R. Harada, N. Yagi, Y. Hata, Y. Saji, Y. Sakai. Fuzzy Logic Evaluation of Knee Flexion Angle during Gait. ICMLC & ICWAPR 2023. 2023
Impact of Frailty and Prefrailty on Mid-term Outcomes After Cardiac Surgery
(The 88th Annual Scientific Meeting of the Japanese Circulation Society 2024)
Medical support system with bioinformation
(Taichung Veterans General Hospital 2023)
Healthcare monitoring by AI and signal processing
(Taichung Veterans General Hospital 2023)
2012 - 2014 University of Hyogo Graduate School of Engineering
1994 - 1998 Himeji Institute of Technology Faculty of Engineering
Professional career (1)：
Ph. D (University of Hyogo)
Work history (11)：
2022/04 - 現在 University of Hyogo Advanced Medical Engineering Research Institute Associate Professor
2018/04 - 現在 Hyogo College of Medicine Faculty of Medicine
2016/04 - 現在 Kyoto University Graduate School of Medicine
2019/08 - 2022/03 University of Hyogo
2018/04 - 2022/03 Himeji Dokkyo University Faculty of Health Care Sciences Department of Medical Engineering Associate Professor
2019/04 - 2019/07 University of Hyogo Graduate School of Engineering
2017/04 - 2018/03 Hyogo College of Medicine Faculty of Medicine
2016/04 - 2017/03 Hyogo College of Medicine Faculty of Medicine
2015/04 - 2016/03 Kyoto University Graduate School of Medicine
2014/02 - 2016/03 Kyoto University Graduate School of Medicine
2009/10 - 2012/03 Ishikawa Hospital
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Awards (14)：
2023/12 - 貢献賞 バイオメディカル・ファジィ・システム学会
2020/02 - IEEE関西支部 Senior Member メダル
2019/07 - The International Conference on Machine Learning and Cybernetics & The International Conference on Wavelet Analysis and Pattern Recognition 2019 Outstanding Contribution Award
2019/06 - IEEE IEEE Senior Member
2018/09 - 8th International Symposium on Medical and Healthcare Technology Certificate of application
2017/09 - the 6th International Conference on Informatics, Electronics & Vision & 7th International Symposium in Computational Medical and Health Technology Plaque of excellent organizer
2017/09 - the 6th International Conference on Informatics, Electronics & Vision & 7th International Symposium in Computational Medical and Health Technology Plaque of invited speaker
2013/11 - The 14th International Symposium on Advanced Intelligent Systems Best Presentation Award Mobile health care management in smart medical system
2012/09 - Google Google Anita Borg Memorial Scholarship Asia Scholar's Award
2012/06 - World Automation Congress 2012 The Best Student Paper Award A Knowledge-Based Approach to Identify Aspiration by Fuzzy Logic
