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作者: 编辑:李贵叶-健康学院 审核人: 发布时间:2023-11-13 11:06 来源: 点击量:

 

 

                           

个人简介

研究方向:医学信号处理、脑机接口、人工智能

教育及工作经历:

2023 11 月至今     助理教授     深圳技术大学

2021 5 -2023 3月  研究人员     日本顺天堂大学

2019 4 -2023 3 月  特任助理教授  日本东京农工大学

2017 5 -2018 3 月  科研助理     日本理化学研究所(RIKEN)

2016 4 -2017 1 月  教学助理     日本埼玉工业大学

2016 4 -2019 3 月  工学博士     日本埼玉工业大学

研究成果及荣誉:

主要从事基于人工智能的医学信号处理(包括癫痫、阿尔茨海默症、深度昏迷和疑似脑死亡EEG/ECoG等)、脑机接口等领域的研究。重点参与了多个科研项目,包括日本JST CREST和日本JSPS KAKENHI。发表学术论文15篇, 包括IEEE Transaction on Biomedical Engineering, Cognitive Neurodynamics等。国际学术会议发表4次,包括生物医学领域Top会议IEEE EMBC等。

年代表性论文:

1. Y. Miao, H. Suzuki, H. Sugano, T. Ueda, Y. Iimura, R. Matsui, and T. Tanaka*, “Causal connectivity network analysis of ictal electrocorticogram with temporal lobe epilepsy based on dynamic phase transfer entropy,” IEEE Transactions on Biomedical Engineering, 2023, doi: 10.1109/TBME.2023.3308616 (SCI , JCR Q2, IF:4.6)

2. Y. Miao, Y. Iimura, H.  Sugano,  K. Fukumori,  and  T. Tanaka*,  “Seizure  onset zone identification using phase-amplitude coupling and multiple machine learning approaches for interictal  electrocorticogram,”  Cognitive Neurodynamics,  2022,  doi:   10.1007/s11571-022- 09915-x (SCI , JCR Q2,IF:3.7)

3. Y. Miao, P. Jurica, Z. R. Struzik*, T. Hitomi, A. Kinoshita, Y. Takahara, K. Ogawa, M. Hasegawa,  and  A.  Cichocki.  “Dynamic  theta/beta  ratio  of  clinical  EEG  in  Alzheimer's disease,”   Journal  of Neuroscience   Methods,   vol.    359,   pp.    109219,    2021,    doi: 10.1016/j.jneumeth.2021.109219  (SCI , JCR Q3, IF:3)

4.Y. Miao, Y. Iimura, H. Sugano, K. Fukumori, T. Shoji, and T. Tanaka*, “Seizure onset  zone identification based on phase-amplitude coupling of interictal electrocorticogram,” 2021 43rd Annual International Conference ofthe IEEE Engineering in Medicine & Biology Society(EMBC), pp. 587-590, 2021, doi: 10.1109/EMBC46164.2021.9630941 (Top 会议, EI)

5.Y. Miao, T. Tanaka*, S. Ito, and J. Cao, “Seizure detection of epileptic EEG based on  multiple phase-amplitude coupling methods,” In: Lintas, A., Enrico, P., Pan, X., Wang, R.,  Vila, A. (eds)Advances in Cognitive Neurodynamics(VI) – 7thInternationalCongress on Cognitive Neurodynamics  2019 (ICCN 2019),  Advances in  Cognitive  Neurodynamics,  Springer, Singapore, 2021, doi: 10.1007/978-981- 16-0317-4_ 1 (EI)

6.T. Ueda, Y. Iimura, T. Mitsuhashi, H. Suzuki, Y. Miao, K. Nishioka, S. Tamrakar, R.  Matsui, T. Tanaka, H. Otsubo, H. Sugano*, and A. Kondo, “Chronological changes in phase-  amplitude   coupling    during   epileptic    seizures   in    temporal   lobe    epilepsy,”   Clinical Neurophysiology, vol.  148, pp. 44-51, 2023,  doi:  10.1016/j.clinph.2023.01.014  (SCI , JCR  Q1, IF:4.7)

7.S. Tamrakar, Y. Iimura, H. Suzuki, T. Mitsuhashi, T. Ueda, K. Nishioka, K. Karagiozov, M. Nakajima, Y.  Miao,  T.  Tanaka,  and  H.  Sugano*,  “Higher  phase-amplitude  coupling between ripple and slow oscillations indicates the distribution of epileptogenicity in temporal lobe epilepsy with hippocampal sclerosis,” Seizure-European Journal ofEpilepsy, vol. 100, pp. 1-7, 2022, doi:10.1016/j.seizure.2022.05.024  (SCI , JCR Q3, IF:3)

8.M. R. Islam, X. Zhao, Y. Miao, H. Sugano, and T. Tanaka*, “Epileptic seizure focus detection from interictal electroencephalogram: a survey,” Cognitive Neurodynamics, 2022, doi: 10.1007/s11571-022-09816-z  (SCI , JCR Q2, IF:3.7)

联系方式:miaoyao@sztu.edu.cn

 

 

 

 

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