プロフィール詳細

プロジェクトを作成

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Dr. Antoine B.に依頼

France

PhD Neuroscientist | Expert in Medical Imaging Pipelines & Advanced Biostatistics

プロフィール概要

I am a cognitive neuroscientist and postdoctoral researcher specializing in the neural mechanisms of memory, emotion, and learning. I have a strong publication record of 20+ papers in high-impact journals (e.g., Nature Human Behavior, eLife, Trends in Cognitive Sciences, Imaging Neurosciences). I provide consulting and freelance services working on projects ranging from scientific writing (papers, chapters, reviews, grants, manuals), statistical modeling and data analysis, study design, research strategy, or more generally expertise pertaining to topics related to neuroscience, psychology and psychiatry. If you're working on something that requires this kind of profile, feel free to get in touch. Provided services: *Statistical Analysis & Data Modeling: Deliverables can range from a full analysis pipeline to a results summary ready for publication or reporting. *Research & Study Design: Advice on experimental design, sample size, outcome measures, and analysis strategy. *Scientific Writing & Reporting: I write and edit research papers, technical reports, white papers, literature reviews. From peer-reviewed publications to summaries for non-specialist audiences. *Systematic Reviews & Evidence Synthesis: I conduct structured literature reviews and evidence syntheses, scoping reviews, narrative reviews or full systematic reviews depending on timeline and scope. *Neuroscience & Cognition Consulting: I advise on questions regarding the neuroscience, psychology and learning, providing expert input on specific topics or designing training programs based on and inspired by latest research.

専門分野

• ★ 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

サービス

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

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

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

Consulting Healthcare Consulting, Scientific and Technical Consulting

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

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

職務経験

Research Strategist & Data Analyst

Freelancer

4月 2025 - 現在

Postdoctoral Scientist

Ruhr-Universität Bochum

1月 2022 - 現在

学歴

PhD

Université Pierre et Marie Curie (Paris VI) - France

9月 2017 - 10月 2021

認定資格

• Natural Language Processing

  coursera

  1月 2021 - 現在

出版物

JOURNAL ARTICLE

Khazar Ahmadi, Stephanie Swegle, Sriranga Kashyap, Antoine Bouyeure, Peter Bandettini, Nikolai Axmacher, Renzo Huber (2026). Blood volume sensitive laminar fMRI with VASO in human hippocampus: Capabilities and biophysical challenges at clinical 7T scanners . Imaging Neuroscience.

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.

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.

(2026). Extinction memories: putting learning into context . TRENDS IN COGNITIVE SCIENCES.

(2026). Distinct representational properties of cues and contexts shape fear and reversal learning . ELIFE.

(2026). Representational dynamics during extinction of fear memories in the human brain . NATURE HUMAN BEHAVIOUR.

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.).

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.).

(2025). Representational dynamics during extinction of fear memories in the human brain . bioRxiv.

(2025). Representational dynamics during extinction of fear memories in the human brain (Aug, 10.1038/s41562-025-02268-5, 2025) . NATURE HUMAN BEHAVIOUR.

(2025). Distinct representational properties of cues and contexts shape fear learning and reversal . bioRxiv.

(2025). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI . IMAGING NEUROSCIENCE.

(2025). Risk profiles of elite breath-hold divers . INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH.

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.).

(2024). Attention-gated 3D CapsNet for robust hippocampal segmentation . JOURNAL OF MEDICAL IMAGING.

(2024). Monitoring the Breath-Hold Training Load during an Ecological Session: A Pilot Study . INTERNATIONAL JOURNAL OF SPORTS MEDICINE.

(2024). Characterizing BOLD activation patterns in the human hippocampus with laminar fMRI . bioRxiv.

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.

(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.

(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.

(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 .

DISSERTATION THESIS

(2021). Neuroimaging of episodic memory development during childhood : a multi-component approach .

BOOK CHAPTER

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

OTHER

Antoine Bouyeure, Marion Noulhiane(2020). Memory: Normative development of memory systems . Handbook of Clinical Neurology. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 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 } .