CV
General information
| Name | Eva Guttmann-Flury |
| Label | Postdoc Researcher at Shanghai Jiao Tong University |
| eva.guttmann.flury@gmail.com | |
| Summary | Deep interest in unraveling the intricacies of the brain through the development of advanced parameterized algorithms based on solid mathematical foundations. Bridging the realm of BCI with my other hobbies (Chinese culture and music) represents a captivating challenge. |
Work
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2016.09 - 2023.11 Shanghai City, China
PHD Researcher
Shanghai Jiao Tong University
Multimodal dataset for Brain-Computer Interface (BCI) application: - Large dataset (31 subjects, 63 sessions, >46 hours) combining electroencephalography (EEG), eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms - BCI paradigms investigated: Motor Imagery (MI), Motor Execution (ME), Steady-State Visual Evoked Potentials (SSVEP), and P300 Algorithms design: - Innovative and fast Adaptive Blink Correction and De-drifting (ABCD) for EEG pre-processing - New dual classifier based on Source Localized Spatio-Temporal (SLST) features and Riemannian geometry, reaching an accuracy of 94% Meta-analysis and statistical approaches: - A priori sample size estimation (both using an online-available dataset and a prospective power analysis) - Systematic review (21 studies) for channel selection from source localization - Improved quantitative and visual methods for accuracy estimation and confusion matrix representations Post-stroke rehabilitation: - Contributed to a project using TMS and BCI-controlled robotics with >3 health practitioners from Huashan Hospital and 4 subjects
- Brain-Computer Interface
- Electroencephalography
- Signal processing
- Artifact correction
- Pattern recognition
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2013.02 - 2013.08 Nantes Area, France
6 month Internship in Process improvement
Airbus
Process improvement study between the European Airbus factories - Conducting tests on stiffened panels from the wing box structure - Analyzing complete process and performing statistical data analysis - Working in an international context Skills developed: knowledge acquisition in composite material, communication at different levels of hierarchy, autonomy, statistical analysis, testing methodology
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2012.05 - 2012.08 Pise, Italie
3 month Internship in Innovative research
The Biorobotics Institute
Specific designed of an underwater robot adapted to electrolocation - Conduct mechanical analysis of the vehicle and design overview - Developping dynamic modeling and controlling Skills developed: knowledge acquisition on electrolocation and on Solidworks, association knowledge (mechanics, electronics, computing), simulation to validate Matlab/Simulink model
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2011.07 - 2011.07 Trémery
1 month Internship on Assembly line
PSA Peugeot Citroën
Assembly Line Worker Internship Worked on eight-hour shifts. This experience gave me resilience and skills in team working. It also gave me a hands-on experience on car motors and an understanding of industry processes.
Volunteer
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2016.07 - 2017.08 Teacher
Shanghai Jiao Tong University
As part of a partnership between Shanghai Jiatong University and Dongfeng Electric, outstanding Master and PhD students are sent in high schools from remote cities (Yibin in Sichuan, China) to promote academic excellence and encourage high school students for the preparation of their highschool diploma (gaokao), which is extremely important in China. In July 2016, as part of a group of 5 Master and Phd, I went one week to teach in a highschool in Yibin. It was a very interesting experience, since for most of the Chinese students there, I was the first foreigner they saw in real life.
Education
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2013.09 - 2016.07 Doctor of Philosophy (Ph.D.)
Shanghai Jiao Tong University
Computational Cognitive Neuroscience (Biomechanics)
- Data Mining
- Advanced Signal Processing
- Advanced Statistics
- New frontiers in Biomechatronics
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2010.09 - 2013.07 Master’s Degree - Mines de Nantes
IMT Atlantique
Control Engineering and Industrial Information Technology
- Control theory
- Embedded system
- Robotics
- System modeling and control (active control of a robotic arm)
- Team work
- Project management
- Sociology
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2007.09 - 2010.07 Bachelor’s Degree
Lycée Jacques Decour
Preparation for national exams to leading French « Grandes Ecoles »
- Mathematics
- Physics
- Chemistry
- Engineering scienc
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2004.09 - 2005.07 Cultural immersion program
High school Huairou Hongluosi Zhongxue (北京市怀柔区红螺寺中学)
First year of high school in a Chinese school
Awards
- 2016.06.30
Outstanding Foreign Student Award (优秀来华留学生奖学金)
Chinese Government Scholarship
The Chinese Ministry of Education established this award to further the development of international student education and cultivate more talents with a global mindset. It also aims at encouraging international students in China to improve their performance.
Certificates
| IELTS Level 7.5: good user | ||
| British Council |
| HSK Level 5: Advanced | ||
| Confucius Institute Online |
Skills
| Mathematics | |
| Statistics | |
| Quantum Computing | |
| Quantum Information | |
| Quantum Cryptography | |
| Quantum Communication | |
| Quantum Teleportation |
Languages
| Chinese | |
| Professional Working (C2) |
| English | |
| Full Professional (C1) |
| French | |
| Native Speaker |
| German | |
| Elementary |
| Italian | |
| Limited Working (A2) |
| Russian | |
| Elementary |
| Spanish | |
| Elementary |
Projects
- 2015.09 - Present
Rehabilitation in Huashan Hospital, Shanghai (China)
As part of a partnership between Shanghai Jiaotong University and Huashan Hospital, our Brain-Computer Interface laboratory carries on rehabilitation improvement analysis on stroke patients. Our group consists of 7 Masters and PhD, that alternates the patients treatment and the setting up of the needed equipment. This project is still on going, but preliminary results tend to show an improvement of the rehabilitation process.
- 2011.05 - 2011.06
Les Ambulances de l'Espoir, Humanitarian Project
"Les Ambulances de l'Espoir" is a humanitarian project aiming at collecting old ambulances in Loire-Atlantique (French region) in order to give them to countries in need of health equipments and first aids. Our mission focused on: - Centralizing and data analyzing on the identification of the given vehicles as well as redacting the International vehicle transport files - Contacting and establishing good working relations with ambulance sponsors, benefactors acting as intermidiaires (Lions Clubs) and humanitarian associations for the vehicle transport - Developing of a communication strategy to increase awareness - Organizing of the official ambulance handover to the humanitarian associations (held the 29th of September 2011) more information on: http://les-ambulances-de-l-espoir.weebly.com/