Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters. - Valeriya Pronina; Filippos Kokkinos; Dmitry V. Dylov; Stamatios Lefkimmiatis (ECCV (20), 2020)

Material Decomposition Problem in Spectral CT: A Transfer Deep Learning Approach. - Juan F. P. J. Abascal; Nicolas Ducros; Valeriya Pronina; Suzanne Bussod; Andreas Hauptmann; Simon R. Arridge; Philippe Douek; Françoise Peyrin (ISBI Workshops, 2020)

Deep Learning Framework For Mobile Microscopy. - Anatasiia Kornilova; Mikhail Salnikov; Olga Novitskaya; Maria Begicheva; Egor Sevriugov; Kirill Shcherbakov; Valeriya Pronina; Dmitry V. Dylov (ISBI, 2021)

Material Decomposition in Spectral CT Using Deep Learning: A Sim2Real Transfer Approach. - Juan F. P. J. Abascal; Nicolas Ducros; Valeriya Pronina; Simon Rit; Pierre-Antoine Rodesch; Thomas Broussaud; Suzanne Bussod; Philippe C. Douek; Andreas Hauptmann; Simon R. Arridge; Françoise Peyrin (IEEE Access, 2021)