Alexandre Routier
Co-Lead Data Scientist On Prostate Cancer Project
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolAlexandre Routier is a data scientist and medical imaging specialist with a Neuroscience PhD and a decade of hands-on experience building clinical-grade AI for oncology and neurodegeneration. Based in Paris, he co-leads Guerbet’s prostate cancer AI project, contributing to a Class IIa medical device and a PI-CAI–winning algorithm for clinically significant tumor detection. His background blends deep learning for segmentation, detection and QC of diffusion MRI with strong data curation skills across heterogeneous medical formats and databases. Previously he led development of Clinica, a reproducible neuroimaging platform at Inria, and has a track record of turning research tools into production-ready software. He routinely partners with radiologists and urologists to translate clinical feedback into product improvements and mentors interns across oncology projects. Notably, he combines rigorous mathematical training and GPU-optimized C++ experience from early deformable-shape work with modern PyTorch deep learning pipelines.
10 years of coding experience
4 years of employment as a software developer
PhD in Neuroscience, Neuroscience, Neuroscience, PhD in Neuroscience, Neuroscience, Neuroscience at Sorbonne UniversitéEngineer's degree, Applied Mathematics, Engineer's degree, Applied Mathematics at Institut national des Sciences appliquées de RouenMaster's degree, Theoretical and Applied Mathematics, Master's degree, Theoretical and Applied Mathematics at Université de Rouen Normandie
French, English
Github Skills (76)
python10
deep-learning10
medical-imaging10
ants10
brain-imaging10
python-logging10
neuroscience10
pytorch10
machine-learning10
logger10
neuroimaging10
scikit-learn10
electrophysiology9
mri9
computational-neuroscience9
Programming languages (5)
Github contributions (5)
alexandreroutier/clinica
Jul 2019 - Jan 2025
Software platform for clinical neuroimaging studies.
Contributions:294 pushes, 96 branches in 5 years 7 months
neuroimagingpythonclinicalmachine-learningmedicine
aramis-lab/clinica
Apr 2016 - Apr 2022
Software platform for clinical neuroimaging studies
Contributions:7 releases, 49 reviews, 711 commits in 6 years
neuroimagingfslneurosciencepythonclinical
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