no code implementations • 12 Apr 2024 • Noel Jeffrey Pinton, Alexandre Bousse, Catherine Cheze-Le-Rest, Dimitris Visvikis
This paper presents a proof-of-concept approach for learned synergistic reconstruction of medical images using multi-branch generative models.
1 code implementation • 10 Mar 2022 • Alessandro Perelli, Suxer Alfonso Garcia, Alexandre Bousse, Jean-Pierre Tasu, Nikolaos Efthimiadis, Dimitris Visvikis
Extensive experiments with simulated and real computed tomography (CT) data were performed to validate the effectiveness of the proposed methods and we reported increased reconstruction accuracy compared to CAOL and iterative methods with single and joint total-variation (TV) regularization.
no code implementations • 3 Dec 2020 • V. S. S. Kandarpa, Alexandre Bousse, Didier Benoit, Dimitris Visvikis
The task of medical image reconstruction involves mapping of projection main data collected from the detector to the image domain.
Computed Tomography (CT) Denoising +2 Medical Physics