Thesis :
During my PhD, I developed interpretable kernel-based tests to compare multivariate biological samples measured with single-cell techniques in complex experimental settings. [Manuscript] - [Slides] - [Ktest package].
Publications :
- Evidence for close molecular proximity between reverting and undifferentiated cells - S. Zreika, C. Fourneaux, E. Vallin, L. Modolo, R. Seraphin, A. Moussy, E. Ventre, M. Bouvier, A. Ozier-Lafontaine, A. Bonnaffoux, F. Picard, O. Gandrillon, S. Gonin-Giraud
Preprints :
- Kernel-Based Testing for Single-Cell Differential Analysis - A. Ozier-Lafontaine, C. Fourneaux, G. Durif, C. Vallot, O. Gandrillon, S. Giraud, B. Michel, F. Picard.
Previous works :
- Landmark-based spatial navigation across the human lifespan - M. Bécu, D. Sheynikhovich, S. Ramanoël, G. Tatur, A. Ozier-Lafontaine, CN Authié, JA Sahel, A. Arleo.
- Selective neural coding of object, feature, and geometry spatial cues in humans - S. Ramanoël, M. Durteste, A. Bizeul, A. Ozier-Lafontaine, M. Bécu, JA Sahel, C. Habas, A. Arleo.
- Modulation of spatial cue processing across the lifespan: a geometric polarization of space restores allocentric navigation strategies in children and older adults - M. Bécu, D. Sheynikhovich, S. Ramanoël, G. Tatur, A. Ozier-Lafontaine, JA Sahel, A. Arleo.