Publications :

Weakly-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, L. Boussel
The International Journal of Medical Physics Research and Practice (Medical Physics)

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 and 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 Advances : Oxford AcademicIn revision

Leveraging 3D Normalizing Flows for Unsupervised Detection of Pathological Pulmonary CT Scans
Djahnine Aissam, Popoff Alexandre, Jupin-Delevaux Emilien, Cottin Vincent, Nempont Olivier, Boussel Loic
Arxiv