output
20192022
most citedKidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge

31 citations

5 papers

physics.acc-ph2022★ 2 cited

Transverse emittance measurement in 2D and 4D performed on a Low Energy Beam Transport line: benchmarking and data analysis

F Osswald, T Durand, M Heine +4

2D and 4D transverse phase-space of a low-energy ion-beam is measured with two of the most common emittance scanners. The article covers the description of the installation, the se…

physics.med-ph2022★ 7 cited

Mechanical performance comparison of two surgical constructs for wrist four-corner arthrodesis via dorsal and radial approaches

Barthélémy Faudot, Julien Ballerini, Mark Ross +4

Background: Four-corner arthrodesis, which involves fusing four carpal bones while removing the scaphoid bone, is a standard surgery for the treatment of advanced stages of wrist a…

eess.IV2021★ 7 cited

Deformable image registration with deep network priors: a study on longitudinal PET images

Constance Fourcade, Ludovic Ferrer, Noemie Moreau +10

Longitudinal image registration is challenging and has not yet benefited from major performance improvements thanks to deep-learning. Inspired by Deep Image Prior, this paper intro…

physics.ins-det2021★ 9 cited

Performance of CVD diamond detectors for single ion beam-tagging applications in hadrontherapy monitoring

Sébastien Curtoni, Marie-Laure Gallin-Martel, Sara Marcatili +26

In the context of online ion range verification in particle therapy, the CLaRyS collaboration is developing Prompt-Gamma (PG) detection systems. The originality in the CLaRyS appro…

eess.IV2019★ 31 cited

Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge

Gianmarco Santini, Noémie Moreau, Mathieu Rubeaux

Precise characterization of the kidney and kidney tumor characteristics is of outmost importance in the context of kidney cancer treatment, especially for nephron sparing surgery w…