Publications

Detection of ISUP≥2 Prostate Cancers Using Multiparametric MRI: Prospective Multicenter Assessment of the non-inferiority of an Artificial Intelligence System as compared to the PI-RADS Version 2.1 Score (CHANGE study) O. Rouvière, R. Souchon, C. Lartizien, A. Mansuy, L. Magaud, M. Colom, M. Dubreuil-Chambardel, S. Debeer, T. Jaouen, A. Duran, P. Rippert, B. Riche, C. Monini, V. Vlaeminck Guillem, J. Haesebaert, M. Rabilloud, S. Crouzet. British Medical Journal Open (2022) ACCEPTED

Computer-aided diagnosis system for characterizing ISUP grade ≥ 2 prostate cancers at multiparametric MRI: A cross-vendor evaluation. S. Transin, R. Souchon, C. Gonindard-Melodelima, R. de Rozario, P. Walker, M. Funes de la Vega, R. Loffroy, L. Cormier, O. Rouvière. Diagnostic and Interventional Imaging (2019) 100, 801-811  https://doi.org/10.1016/j.diii.2019.06.01

Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone. Audrey Duran, Pierre-Marc Jodoin, Carole Lartizien. Proceedings of the Third Conference on Medical Imaging with Deep Learning, PMLR 121:193-204, 2020.  Download PDF

Learning to segment prostate cancer by aggressiveness from scribbles in bp-MRI. Audrey Duran, Gaspard Dussert, Carole Lartizien. Proceeding accepted,  SPIE Medical Imaging 2022