Pierrick Bourgeat

3 papers · 2021–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

WACV (2) NeurIPS (1)

Top co-authors

Clinton Fookes (3) Leo Lebrat (3) Rodrigo Santa Cruz (3) Olivier Salvado (3) Jurgen Fripp (2) Gregg Belous (1) Frederic de Gournay (1) Jurgen Mejan-Fripp (1) Aaron Nicolson (1) Darren Fu (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Core AI (2) Domain-Specific (2) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Architectures (1) Clinical (1) Processing (1)

Keywords

cortical surface reconstruction (2) medical imaging (2) deep learning (1) surface reconstruction (1) brain imaging (1) saliency mapping (1) magnetic resonance imaging (1) alzheimer's disease (1) saliency map (1) mesh generation (1) counterfactual explanation (1) neural ode (1) diffeomorphic transformation (1) 3d deep learning (1) cortical surface (1) implicit surface representation (1) hypercolumn feature (1) geometric deep learning (1)

Papers

DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations WACV 2023 CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NeurIPS 2021 DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction WACV 2021