no code implementations • 7 Apr 2024 • Aurélie Beaufrère, Nora Ouzir, Paul Emile Zafar, Astrid Laurent-Bellue, Miguel Albuquerque, Gwladys Lubuela, Jules Grégory, Catherine Guettier, Kévin Mondet, Jean-Christophe Pesquet, Valérie Paradis
The diagnostic agreement between the pathological diagnosis and the model predictions in the internal and external validation sets was 100% (11/11) and 96% (25/26) for HCC and 78% (7/9) and 87% (13/15) for iCCA, respectively.
no code implementations • 12 Dec 2023 • Nora Ouzir, Frédéric Pascal, Jean-Christophe Pesquet
In robust estimation, imposing classical constraints on the precision matrix, such as sparsity, has been limited by the non-convexity of the resulting cost function.
1 code implementation • 17 Feb 2021 • Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov, Esa Ollila
The resulting performance and execution times show the competitiveness of the proposed method in comparison with state-of-the-art medical image fusion methods.