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 年11 月至今 助理教授 开云体育app
2021 年5 月-2023 年3月 研究人员 日本顺天堂大学
2019 年4 月-2023 年3 月 特任助理教授 日本东京农工大学
2017 年5 月-2018 年3 月 科研助理 日本理化学研究所(RIKEN)
2016 年4 月-2017 年1 月 教学助理 日本埼玉工业大学
2016 年4 月-2019 年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。
近三年代表性论文：
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
