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个人信息Personal Information
讲师
硕士生导师
主要任职：无
性别：女
毕业院校：布鲁塞尔自由大学
学位：博士
所在单位：软件学院、国际信息与软件学院
学科：软件工程
办公地点：开发区校区综合楼323
联系方式：0411-62274513
电子邮箱：xiaoyafan@dlut.edu.cn
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个人简介Personal Profile
范晓娅，大连理工大学软件学院讲师。2011年本科毕业于大连理工大学电信学院，保送至北京航空航天大学攻读硕士学位，2014年硕士毕业后获国家留学基金委资助前往布鲁塞尔自由大学(Université Libre de Bruxelles)工学院BEAMS组(Bio- Electro- And Mechanical Systems)攻读博士学位，于2018年12月获得工程与技术科学博士学位。主要从事人工智能与脑科学的交叉研究以及大脑信号处理与挖掘。基于SPM发布脑电信号处理软件工具包一个，主持国家自然科学基金青年项目1项，大连理工大学中央高校基本科研业务费交叉探索专题1项，在领域知名SCI检索期刊及MICCAI、BIBM及ICASSP等领域顶会发表论文二十余篇，授权国家发明专利3项。大连理工大学星海骨干，中国生物医学工程学会会员，中国计算机学会会员。
代表论著Representative Works
- [论文]范晓娅.Nicolas Gaspard,Benjamin Legros,Federico Lucchetti,Rudy Ercek,Antoine Nonclercq.Seizure evolution can be characterized as path through synaptic gain space of a neural mass model[J],2022,48(9)
- [论文]范晓娅.Nicolas Gaspard,Benjamin Legros,Federico Lucchetti,Rudy Ercek,Antoine Nonclercq.Automated epileptic seizure detection based on break of excitation/inhibition balance[J],2022,107:30-38
- [论文]Zhao, Qi.Mao, Qian,Zhao, Zheng,Yuan, Wenxuan,He, Qiang,Sun, Qixuan,Yao, Yudong,范晓娅.RNA independent fragment partition method based on deep learning for RNA secondary structure prediction.[J],13(1):2861
- [论文]范晓娅.Zhao, Qi,Hao, Chenru,Zhao, Zheng,王忠,徐鹏志.徐鹏志.A Domain Adaption Approach for EEG-Based Automated Seizure Classification with Temporal-Spatial-Spectral Attention[A],2024,15005 LNCS:14-24
- [论文]Liu, Ao.Zhong, Jiaxin,Wang, Zilu,Ge, Zhenyang,王忠,范晓娅,Zhang, Jing,张喜林.张喜林.A deep learning approach for gastroscopic manifestation recognition based on Kyoto Gastritis Score[J],2024,56(1)
- [论文]Zhao, Qi.Mao, Qian,Zhao, Zheng,窦同意,Wang, Zhiguo,Cui, Xiaoyu,Liu, Yuanning,范晓娅.Prediction of plant-derived xenomiRs from plant miRNA sequences using random forest and one-dimensional convolutional neural network models[J],2022,19(1):839
- [论文]范晓娅.Zhao, Qi,Hao, Ruchen,Zhao, Zheng,Wang, Zhong,徐鹏志,杨珊,李炳衡.徐鹏志,杨珊,李炳衡.Automated Seizure Type Classification from Eeg Signals Based on Temporal-Spatial-Spectral Attention[J],2024
- [论文]范晓娅.Wang, Zhong,刘耘滔.刘耘滔.ELECTROENCEPHALOGRAM HELPS FEW-SHOT LEARNING[A],2024:8015-8019
- [论文]Zhao, Qi.Zhao, Zheng,范晓娅,Yuan, Zhengwei,Mao, Qian,Yao, Yudong.Review of machine learning methods for RNA secondary structure prediction[J],2022,17(8)
- [论文]Xiaoya Fan.Antoine Nonclercq;.Nicolas Gaspard,Benjamin Legros,Federico Lucchetti,Rudy Ercek,Antoine Nonclercq.Seizure evolution can be characterized as path through synaptic gain space of a neural mass model[J],SCIE,2018,48(9)
- [论文]Xiaoya FAN.Xiaoya FAN;.Automated epileptic seizure detection based on break of excitation/inhibition balance[J],SCIE,2019,107:30-38
- [论文]Xiaoya Fan.Antoine Nonclercq;.Nicolas Gaspard,Benjamin Legros, Federico Lucchetti,Rudy Ercek,Antoine Nonclercq.Dynamics underlying interictal to ictal transition in temporal lobe epilepsy: insights from a neural[J],SCIE,2018,47(3)