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Judie Tabbal

@judietabbal

I build computational biomarkers from brain signals for precision neuroscience and clinical applications.

France
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What I'm looking for

I'm looking to advance clinical and translational neuroscience through brain-signal analysis, computational biomarkers, machine learning, and multidisciplinary research that improves precision medicine.

At MINDIG, I develop advanced brain-signal analysis and machine learning predictive and normative models for biomarker discovery and precision medicine. My work focuses on brain health, disorders, cognition, and behavior.

I've built computational and neurophysiological biomarkers using EEG and MEG, including functional connectivity, brain-network reconstruction, and machine learning for Parkinson's disease, Alzheimer's disease, creativity, and alcohol craving. I also contribute to open-source analytical tools, co-supervise AI research projects, and teach software engineering, artificial intelligence, and data mining.

Experience

Work history, roles, and key accomplishments

Institute of Clinical Neurosciences of Rennes logoIR

Postdoctoral Researcher

Institute of Clinical Neurosciences of Rennes

Jan 2022 - Dec 2024 (2 years 11 months)

Developed computational and neurophysiological biomarkers for behavioral trait modeling and prediction, co-supervised AI projects for neurodegenerative disease diagnosis, and collaborated on secure cloud platforms for brain data analytics.

Beirut Arab University logoBU

Teaching Assistant

Beirut Arab University

Mar 2023 - May 2023 (2 months)

Assisted in teaching courses in Software Engineering, Artificial Intelligence, and Data Mining at the Department of Computer Science.

University of Rennes 1 logoUR

Thesis Co-supervisor

University of Rennes 1

Jan 2020 - Dec 2022 (2 years 11 months)

Co-supervised three Master's and PhD students in research projects focused on advanced brain signal processing, brain network reconstruction, functional connectome, and motor imagery-based brain-computer interfaces.

University of Rennes 1 logoUR

PhD Researcher

University of Rennes 1

Jan 2018 - Dec 2021 (3 years 11 months)

Conducted doctoral research on the dynamics of electrophysiological (dys)functional brain networks, focusing on EEG, MEG, brain networks, functional connectivity, and signal processing.

PL

Research Internship

PolySTIM Neurotechnologies Laboratory

Jun 2017 - Jun 2017 (0 months)

Designed and optimized control algorithms using MATLAB for optical systems, including LED array light-pattern generation for optogenetic stimulation.

BC

Web Development Internship

BeeTech Company

Jun 2016 - Jul 2016 (1 month)

Developed a user-friendly web platform to facilitate communication and interaction between parents, schools, and students using HTML, CSS, and JavaScript.

Education

Degrees, certifications, and relevant coursework

Université Paris-Est Créteil (UPEC) logoUU

Université Paris-Est Créteil (UPEC)

Master of Science, Biomedical Engineering

2017 - 2018

Grade: 88%

Pursued a Master of Science in Technology of Medical and Industrial Systems, with a thesis on Brain-Computer Interface for Smart Living Environment. Achieved a grade of 88% and ranked first in the program.

Lebanese University logoLU

Lebanese University

Master of Science, Biomedical Engineering

2017 - 2018

Grade: 88%

Completed a Master of Science in Biomedical Engineering as part of a co-diplomation with Université Paris-Est Créteil. The thesis focused on a Brain-Computer Interface for Smart Living Environment.

Lebanese University logoLU

Lebanese University

Bachelor of Engineering, Computer and Telecommunication Engineering

2013 - 2018

Grade: 94%

Earned a Bachelor of Engineering in Computer and Telecommunication Engineering, with a final year project grade of 94% and ranked first in the class.

Lebanese University logoLU

Lebanese University

Baccalaureate, Life Sciences

2012 - 2013

Grade: 88.5%

Completed the Lebanese Baccalaureate in Life Sciences with a grade of 88.5%, ranking 7th in North Lebanon.

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