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Hire Dr. Antoine B.

France

USD 80 /hr

Research Consultant & Data Analyst | PhD in Neurosciences

Profile Summary

I am a PhD neuroscientist and consultant for academic research, writing, and data analysis. - As an academic, I have published 20+ papers in prestigious life science journals (Nature Human Behavior, eLife, Trends in Cognitive Sciences, Imaging Neurosciences, etc.) and worked on competitive grants. -As a consultant, I help to analyze and interpret data, design analyses, translate findings into reports and publications, and write high-impact reports such as publications and grants. In both cases, I regularly support projects that require advanced statistical reasoning and complex analysis pipelines, particularly in life sciences. Typical projects I help with: - Statistical analysis for academic or biomedical studies - Experimental design and statistical modeling - Reproducible research workflows and code development - Data visualization and scientific reporting - Litterature review - High-quality academic writing I have extensive experience with: - Python (NumPy, SciPy, Pandas, scikit-learn) - R (advanced statistical modeling) - Neuroimaging tools (SPM, FSL, FreeSurfer, custom pipelines) - Advanced statistics (GLM, mixed models, multivariate analysis, RSA, etc.) - Scientific computing and large datasets, cluster environments (SLURM) - Academic writing and reporting - Science outreach I am available for short consulting tasks, project-based collaborations, or ongoing analytical support.

Subject Matter Expertise

• ★ Neuroscience
• ☆ Biostatistics
• ☆ Behavioral Neuroscience
• ☆ Computational Neuroscience
• ☆ Cognitive Neuroscience
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Natural Language Processing
• ☆ Deep Learning
• ☆ Statistics
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Statistical Computing
• ☆ Statistical Review
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Cognitive Science
• ☆ Science Outreach
• ☆ Python
• ☆ R
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Clinical Trial Documentation, Medical Writing, Technical Writing, General Proofreading & Editing

Research Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Healthcare Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Text Mining & Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Quality Assurance & Control (QA/QC), Concept Development

Work Experience

Postdoctoral Scientist

Ruhr-Universität Bochum

January 2022 - Present

Education

PhD

Université Pierre et Marie Curie (Paris VI) - France

September 2017 - October 2021

Certifications

• Neural Language Processing

  coursera

  January 2021 - Present

Publications

JOURNAL ARTICLE

Antoine Bouyeure, Daniel Pacheco-Estefan, George Jacob, Malte Kobelt, Marie-Christin Fellner, Jonas Rose, Nikolai Axmacher (2026). Distinct representational properties of cues and contexts shape fear and reversal learning . eLife.

Antoine Bouyeure, Daniel Pacheco-Estefan, George Jacob, Malte Kobelt, Marie-Christin Fellner, Jonas Rose, Nikolai Axmacher (2026). Distinct representational properties of cues and contexts shape fear and reversal learning . eLife.

Antoine Bouyeure, Daniel Pacheco-Estefan, George Jacob, Malte Kobelt, Marie-Christin Fellner, Jonas Rose, Nikolai Axmacher (2026). Distinct representational properties of cues and contexts shape fear and reversal learning . eLife.

Axmacher N, Pacheco-Estefan D, Bouyeure A, Chen Q(2026). Extinction memories: putting learning into context . Trends in cognitive sciences.

Pacheco-Estefan D, Bouyeure A, Jacob G, Fellner MC, Lehongre K, Lambrecq V, Frazzini V, Navarro V, Güntürkün O, Shen L, et al.(2025). Representational dynamics during extinction of fear memories in the human brain . Nature human behaviour.

Viktor Pfaffenrot, Antoine Bouyeure, Carlos Alexandre Gomes, Sriranga Kashyap, Nikolai Axmacher, David G. Norris (2025). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI . Imaging Neuroscience.

Viktor Pfaffenrot, Antoine Bouyeure, Carlos Alexandre Gomes, Sriranga Kashyap, Nikolai Axmacher, David G. Norris (2025). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI . Imaging Neuroscience.

Pfaffenrot V, Bouyeure A, Gomes CA, Kashyap S, Axmacher N, Norris DG(2025). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI . Imaging neuroscience (Cambridge, Mass.).

Allinger J, Bouyeure A, Noulhiane M, Lemaitre F(2024). Monitoring the Breath-Hold Training Load during an Ecological Session: A Pilot Study . International journal of sports medicine.

Allinger J, Noulhiane M, Féménias D, Louvet B, Clua E, Bouyeure A, Lemaître F(2024). Risk profiles of elite breath-hold divers . International journal of environmental health research.

Poiret C, Bouyeure A, Patil S, Boniteau C, Duchesnay E, Grigis A, Lemaitre F, Noulhiane M(2024). Attention-gated 3D CapsNet for robust hippocampal segmentation . Journal of medical imaging (Bellingham, Wash.).

Poiret C, Bouyeure A, Patil S, Grigis A, Duchesnay E, Faillot M, Bottlaender M, Lemaitre F, Noulhiane M(2023). A fast and robust hippocampal subfields segmentation: HSF revealing lifespan volumetric dynamics . Frontiers in neuroinformatics.

Antoine Bouyeure, Dhaif Bekha, Sandesh Patil, Lucie Hertz-Pannier, Marion Noulhiane(2022). Maturity of white matter tracts is associated with episodic memory recall during development . Cerebral Cortex Communications. 3. (1). Oxford University Press ({OUP})

Antoine Bouyeure, Sandesh Patil, Franck Mauconduit, Clément Poiret, Damien Isai, Marion Noulhiane (2021). Hippocampal subfield volumes and memory discrimination in the developing brain . Hippocampus.

Bouyeure A, Germanaud D, Bekha D, Delattre V, Lefèvre J, Pinabiaux C, Mangin JF, Rivière D, Fischer C, Chiron C, et al.(2018). Three-Dimensional Probabilistic Maps of Mesial Temporal Lobe Structures in Children and Adolescents' Brains . Frontiers in neuroanatomy.

PREPRINT

Antoine Bouyeure, Daniel Pacheco-Estefan, George Jacob, Malte Kobelt, Marie-Christin Fellner, Jonas Rose, Nikolai Axmacher (2025). Distinct representational properties of cues and contexts shape fear and reversal learning .

Khazar Ahmadi, Stephanie Swegle, Sriranga Kashyap, Antoine Bouyeure, Peter Bandettini, Nikolai Axmacher, Laurentius (Renzo) Huber (2025). Blood volume sensitive laminar fMRI with VASO in human hippocampus: Capabilities and biophysical challenges at clinical 7T scanners .

Antoine Bouyeure, Daniel Pacheco, Marie-Christin Fellner, George Jacob, Malte Kobelt, Jonas Rose, Nikolai Axmacher (2025). Distinct representational properties of cues and contexts shape fear learning and extinction .

Antoine Bouyeure, Daniel Pacheco-Estefan, George Jacob, Malte Kobelt, Marie-Christin Fellner, Jonas Rose, Nikolai Axmacher (2024). Distinct representational properties of cues and contexts shape fear and reversal learning .

Viktor Pfaffenrot, Antoine Bouyeure, Carlos Alexandre Gomes, Sriranga Kashyap, Nikolai Axmacher, David G Norris (2024). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI .

BOOK CHAPTER

Antoine Bouyeure, Marion Noulhiane(2021). Episodic memory development in normal and adverse environments . Factors Affecting Neurodevelopment. p. 517–527. Elsevier

OTHER

Antoine Bouyeure, Marion Noulhiane(2020). Memory: Normative development of memory systems . Handbook of Clinical Neurology. p. 201--213. Elsevier

Où s'en vont nos souvenirs d'enfance ? @article{Bouyeure_2021, title={Où s’en vont nos souvenirs d’enfance ?}, url={http://dx.doi.org/10.64628/aak.wsxyxhr3q}, DOI={10.64628/aak.wsxyxhr3q}, publisher={The Conversation}, author={Bouyeure, Antoine}, editor={Cavicchioli, Lionel and Lefèvre-Balleydier, Anne}, year={2021}, month=mar } .