Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Enzo Battistella

Enzo Battistella

Université Paris-Saclay, CentraleSupélec, Mathématiques et Informatique pour la Complexité et les Systèmes, Inria Saclay, Université Paris-Saclay, Institut Gustave Roussy, Inserm, Radiothérapie Moléculaire et Innovation Thérapeutique

MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network



Théo Estienne , Maria Vakalopoulou , Enzo Battistella , Theophraste Henry , Marvin Lerousseau , Amaury Leroy , Nikos Paragios , Eric Deutsch

* In submission 

   Access Paper or Ask Questions

Exploring Deep Registration Latent Spaces



Théo Estienne , Maria Vakalopoulou , Stergios Christodoulidis , Enzo Battistella , Théophraste Henry , Marvin Lerousseau , Amaury Leroy , Guillaume Chassagnon , Marie-Pierre Revel , Nikos Paragios , Eric Deutsch

* 13 pages, 5 figures + 3 figures in supplementary materials Accepted to DART 2021 workshop 

   Access Paper or Ask Questions

Weakly supervised pan-cancer segmentation tool



Marvin Lerousseau , Marion Classe , Enzo Battistella , Théo Estienne , Théophraste Henry , Amaury Leroy , Roger Sun , Maria Vakalopoulou , Jean-Yves Scoazec , Eric Deutsch , Nikos Paragios


   Access Paper or Ask Questions

Cancer Gene Profiling through Unsupervised Discovery



Enzo Battistella , Maria Vakalopoulou , Roger Sun , Théo Estienne , Marvin Lerousseau , Sergey Nikolaev , Emilie Alvarez Andres , Alexandre Carré , Stéphane Niyoteka , Charlotte Robert , Nikos Paragios , Eric Deutsch


   Access Paper or Ask Questions

Deep learning based registration using spatial gradients and noisy segmentation labels



Théo Estienne , Maria Vakalopoulou , Enzo Battistella , Alexandre Carré , Théophraste Henry , Marvin Lerousseau , Charlotte Robert , Nikos Paragios , Eric Deutsch

* 5 pages, 0 figures 

   Access Paper or Ask Questions

Weakly supervised multiple instance learning histopathological tumor segmentation



Marvin Lerousseau , Maria Vakalopoulou , Marion Classe , Julien Adam , Enzo Battistella , Alexandre Carré , Théo Estienne , Théophraste Henry , Eric Deutsch , Nikos Paragios

* 10 pages, 3 figures; added code + results url 

   Access Paper or Ask Questions

AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia



Guillaume Chassagnon , Maria Vakalopoulou , Enzo Battistella , Stergios Christodoulidis , Trieu-Nghi Hoang-Thi , Severine Dangeard , Eric Deutsch , Fabrice Andre , Enora Guillo , Nara Halm , Stefany El Hajj , Florian Bompard , Sophie Neveu , Chahinez Hani , Ines Saab , Alienor Campredon , Hasmik Koulakian , Souhail Bennani , Gael Freche , Aurelien Lombard , Laure Fournier , Hippolyte Monnier , Teodor Grand , Jules Gregory , Antoine Khalil , Elyas Mahdjoub , Pierre-Yves Brillet , Stephane Tran Ba , Valerie Bousson , Marie-Pierre Revel , Nikos Paragios


   Access Paper or Ask Questions