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Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach

Autor: Abascal, Juan F P J, Abascal, Juan Fpj, Ducros, Nicolas, Pronina, Valeriya, Rit, Simon, Rodesch, Pierre-Antoine, Broussaud, Thomas, Bussod, Suzanne, Douek, Philippe, Hauptmann, Andreas, Arridge, Simon, PEYRIN, Françoise

Publikováno v: IEEE Access
IEEE Access, IEEE, In press, ⟨10.1109/ACCESS.2021.3056150⟩
IEEE Access, IEEE, 2021, 9, pp.25632-25647. ⟨10.1109/ACCESS.2021.3056150⟩
IEEE Access, Vol 9, Pp 25632-25647 (2021)

International audience; The state-of-the art for solving the nonlinear material decomposition problem in spectral computed tomogra-phy is based on variational methods, but these are computationally slow and critically depend on the particular choice

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3e42928ea12bb17be956d26f54616846
https://doi.org/10.1109/access.2021.3056150

Material Decomposition in Spectral CT using deep learning: A Sim2Real transfer approach

Autor: Abascal, Juan F P J, Ducros, Nicolas, Rit, Simon, Rodesch, Pierre-Antoine, Broussaud, Thomas, Bussod, Suzanne, Douek, Philippe, Hauptmann, Andreas, Arridge, Simon, PEYRIN, Françoise

The state-of-the art for solving the nonlinear material decomposition problem in spectral computed tomogra-phy is based on variational methods, but these are computationally slow and critically depend on the particular choice of the regularization fu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::48988a88949478c04cc0dc5e00ea561d
https://hal.archives-ouvertes.fr/hal-02952707/file/JFPJAbascal_MatDec.pdf

Early Prediction of Cardiac Complications in Acute Myocarditis by Means of Extracellular Volume Quantification With the Use of Dual-Energy Computed Tomography

Autor: Si-Mohamed, Salim A., Congi, Anaelle, Ziegler, Arthur, Tomasevic, Danka, Tatard-Leitman, Valerie, Broussaud, Thomas, Boccalini, Sara, Bensalah, Mourad, Rouvière, Anne-Sophie, Bonnefoy-Cudraz, Eric, Bochaton, Thomas, Boussel, Loic, Douek, Philippe C.

Publikováno v: In JACC: Cardiovascular Imaging October 2021 14(10):2041-2042

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