Publications :

Self-Supervised learning based Pathology Detection and Localization in 3D Chest Scans
A. Djahnine, E. Jupin-delevaux, O. Nempont, F. Craighero, S. A. Si-Mohamed, V. Cottin, P. Douek, A. Popoff, Loïc Boussel
The International Journal of Medical Physics Research and Practice (Medical Physics)In revision

Detection and severity quantification of pulmonary embolism with 3D CT data using an automated deep learning-based artificial solution
A. Djahnine, C. Lazarus, M. Lederlin, S. Mulé, R. Wiemker, S. Si-Mohamed, E. Jupin-Delevaux, O. Nempont, Y. Skandarani, M. De Craene, S. Goubalan, C. Raynaud, Y. Belkouchi, A. Ben Afia, C. Fabre, G. Ferretti, C. De Margerie, P. Berge, R. Liberge, N. Elbaz, M. Blain, P. Brillet, G. Chassagnon, F. Cadour, C. Caramella, M. El Hajjam, S. Boussouar, J. Hadchiti, X. Fablet, A. Khalil, H. Talbot, A. Luciani, N. Lassau, L. Boussel
Diagnostic and Interventional Imaging Journal (DII)

BERT-based natural language processing analysis of French CT reports: Application to the measurement of the positivity rate for pulmonary embolism
E. Jupin-Delevaux, A. Djahnine, F. Talbot, A. Richard, S. Gouttard, A. Mansuy, P. Douek, S. A. Si-Mohamed, L. Boussel
Research in Diagnostic and Interventional Imaging Journal (ReDII)

Automatization and development of the TAVI CAPRI risk score with imaging biomarkers
P.-J. Lartaud, B. Harbaoui, A. Djahnine, O. Nempont, J.-M. Rouet, Anna Vlachomitrou, B. Riche, M. Rabilloud, S. Si-Mohamed P. Douek, F. Derimay, G. Rioufol, P. Lantelme, L. Boussel
Radiology: Artificial IntelligenceIn revision