副教授/副研究员

刘爽

职称:副研究员

邮箱:shuangliu@tju.edu.cn

电话:022-83612122

地址:天津大学医工院2号楼105室

个人简介

刘爽,博士,副研究员。长期从事情绪的生理机制、识别方法、调控技术及其工程应用,抑郁、精神分裂、焦虑等精神疾病的脑机制及调控研究。作为负责人主持中央军委创新特区专项、国家自然科学基金、天津市面上基金及航天合作等多个项目,以第一作者或通讯作者在Int J Psychophyslol等发表学术论文20余篇,获国家发明专利14项,国际专利PCT1项,获天津市技术发明一等奖等。




教育背景

2012.09-2018.01,天津大学,硕博连读.

2008.09-2012.07,天津医科大学,本科.


工作经历

2018.01-至今,天津大学医学工程与转化医学研究院,副研究员。

主要研究方向

研究方向为情绪的响应机制、识别方法、调控技术及其工程应用;抑郁、精分、焦虑等精神疾病的脑机制与调控研究。


代表性学术成果

[1] Shuang Liu; Long Chen; Dongyue Guo;  Xiaoya Liu; Yue Sheng; Yufeng Ke; Minpeng Xu; Xingwei An; Jiajia Yang; Dong Ming, Incorporation of Multiple-Days Information to Improve the Generalization of EEG-Based Emotion Recognition Over Time, Frontiers in Human Neuroscience, 2018, 12:267-276.

[2] Shuang Liu; Jingjing Tong; Jiayuan Meng; Jiajia Yang*; Xin Zhao; Feng He; Hongzhi Qi; Dong Ming*, Study on an effective cross-stimulus emotion recognition model using EEGs based on feature selection and support vector machine, International Journal of Machine Learning and Cybernetics, 2016.9.27, 2016: 1~6

[3] Xiaoya Liu#; Shuang Liu#; Dongyue Guo; Yue Sheng; Yufeng Ke; Xingwei An; Feng He and Dong Ming*, Enhanced Auditory Steady-State Response Using an Optimized Chirp Stimulus-Evoked Paradigm,Sensors 2019, 19(3) : 748 ~758

[4] Shuang Liu; Di Zhang ; Minpeng Xu; Hongzhi Qi ; Feng He; Xin Zhao; Peng Zhou; Lixin Zhang; Dong Ming (*) Randomly dividing homologous samples , leads to overinflated accuracies for emotion recognition InternationalJournal of Psychophysiology 2015.2.21 96(1) (期刊论文)

[5] Shuang Liu; Jie Guo; Jiayuan Meng; Zhijun Wang; Yang Yao; Jiajia Yang; Hongzhi Qi; Dong Ming (*) Abnormal EEG Complexity and Functional , Connectivity of Brain in Patients with Acute Thalamic Ischemic Stroke Computational and Mathematical Methods in Medicine 2016.6.14 2016(6) (期 刊论文) : 1~9

[6] Shuang Liu ; Minpeng Xu; Jiajia Yang; Hongzhi Qi; Feng He; Xin Zhao; Peng Zhou; Lixin Zhang; Dong Ming (*) Research on Gastroesophageal Reflux Disease Based on Dynamic Features of Ambulatory 24-Hour Esophageal pH , , , Monitoring Computational and Mathematical Methods in Medicine 2017.11.14 20    : 1~717 (6) (期刊论文)

[7] Shuang Liu; Di Zhang; Jingjing Tong; Feng He ; Hongzhi Qi; Lixin Zhang; Dong Ming (*) Individual Feature Extraction and Identification on EEG , Signals in Relax and Visual Evoked Tasks Communications in Computer &Information Science 2014 2014(404) (期刊论文) : 305~318

[8] Shuang Liu ;Xingwei An ; Jiabei Tang; ; Feng He ; Hongzhi Qi; Baikun, Wan; Dong Ming (*) Effects of Temporal Congruity Between Auditory and Visual , Stimuli Using Rapid Audio-Visual Serial Presentation IEEE TRANSACTIONS ONBIOMEDICAL ENGINEERING 2015.12.22 63(10) (期刊论文): 2125~2132

[9] Shuang Liu ; Jiayuan Meng; Di Zhang; Jiajia Yang; Xin Zhao; Feng He; Hongzhi Qi; Dong Ming (*) Emotion Recognition Based on EEG Changes in Movie , , Viewing 7th Annual International IEEE EMBS Conference on Neural Engineering    

[10] Shuang Liu; Tong, Jingjing; Xu, Minpeng ; Yang, Jiajia; Qi, Hongzhi; Ming, Dong (*) Improve the generalization of emotional classifiers , across time by using training samples from different days 38th Annual International Conference of the IEEE Engineering in Medicine and Biology    , -Society, EMBC 2016 Orlando 2016.8.16 2016.8.20 (会议论文)

[11] Shuang Liu; Zhang, Di; Tong, Jingjing; He, Feng ; Qi, Hongzhi; , Zhang, Lixin; Ming, Dong (*) EEG-based emotion estimation using adaptive  tracking of discriminative frequency components 39th Annual International ,Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017   

[12] 刘爽, 仝晶晶, 杨佳佳,等. 基于脑电同源样本捆绑法的情绪识别研究^[J]. 中国生物医学工程学报, 2016, 35(3):272-277.

[13] 刘爽, 仝晶晶, 郭冬月,等. 脑电时间效应对情绪识别模型的影响及解决措施研究[J]. 中国生物医学工程学报, 2017, 36(1):39-45.

[14] 刘爽, 仝晶晶, 郭冬月,等. 情绪影响工作记忆的研究现状与发展动向[J]. 中国生物医学工程学报, 2017(6):724-732.


科研项目

在研项目:

1. 2019/01-2021/12,双相抑郁的gamma高频振荡脑电响应机制及识别方法研究,国家自然科学基金项目,项目负责人

2. 2017.12-2019.12,XXXXXXXX,军委科技委,项目负责人

3. 2019/04-2022/03,面向双相情感障碍识别的诱发脑电高频振荡机制及靶标提取方法研究,天津市自然科学基金面上项目,项目负责人

4. 2018/08-2020/12,面向神经反馈的训练型BCI系统开发,企事业委托,项目负责人

已完成项目:

1. 2018.1-2018.12,面向双相抑郁障碍的情绪型脑-机交互调控技术研究(2018XZC-0024),自主基金,负责人



获奖情况

2020年,天津大学第十三届“我心目中的十佳好导师”

2020年,天津大学2020年度校级三八红旗手

2016.10,天津市技术发明一等奖


社会学术兼职