Publications

A. Perelli, S. Alfonso Garcia, A. Bousse, J.-P. Tasu, N. Efthimiadis, and D. Visvikis, “Multi-channel convolutional analysis operator learning for dual-energy CT reconstruction,” Physics in Medicine & Biology, 2022, volume 67, issue 6, pp 065001. Link

S. Alfonso Garcia, A. Perelli, A. Bousse, and D. Visvikis, “Sparse-view joint reconstruction and material decomposition for dual-energy cone-beam computed tomography,” in International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2021, pp. 389–394. Link

A. Bousse, V. Sai Sundar Kandarpa, S. Rit, A. Perelli, M. Li, G. Wang, J. Zhou, G. Wang, “Systematic Review on Learning-based Spectral CT”, IEEE Transactions on Radiation and Plasma Medical Sciences, 2023. Link

V. Gautier, C. Comtat, F. Sureau, A. Bousse, L. Friot-Giroux, V. Maxim, and B. Sixou, “VAE constrained MR guided PET reconstruction”, in International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2023, pp. 119-122. Link

N. J. Pinton, A. Bousse, Z. Wang, C. Cheze-Le-Rest, V. Maxim, C. Comtat, F. Sureau, and D. Visvikis, “Synergistic PET/CT Reconstruction Using a Joint Generative Model”, in International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2023, pp. 320-323. Link

F. Sureau, M. Latreche, M. Savanier, and C. Comtat, “Convergent ADMM Plug and Play PET Image Reconstruction”, in International Conference on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine, 2023, pp. 386-389. Link

Z. Wang, A. Bousse, F. Vermet, J. Froment, B. Vedel, A. Perelli, J.-P. Tasu, D. Visvikis, “Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins”, IEEE Transactions on Radiation and Plasma Medical Sciences, 2023. Link

A. Bousse, V. Sai Sundar Kandarpa, K. Shi, K. Gong, J. S. Lee, C. Liu, D. Visvikis, “A Review on Low-Dose Emission Tomography Post-Reconstruction Denoising With Neural Network Approaches”, IEEE Transactions on Radiation and Plasma Medical Sciences, 2024. Link

C. Vazia, A. Bousse, B. Vedel, F. Vermet, Z. Wang, T. Dassow, J-P. Tasu, D. Visvikis, J. Froment, “Diffusion Posterior Sampling for Synergistic Reconstruction in Spectral Computed Tomography”, preprint accepted to the 21st ΙΕΕΕ International Symposium on Biomedical Imaging – ISBI, 2024. Link

C. Vazia, A. Bousse, B. Vedel, F. Vermet, Z. Wang, T. Dassow, J-P. Tasu, D. Visvikis, J. Froment, “Spectral CT Two-step and One-step Material Decomposition using Diffusion Posterior Sampling”, preprint, 2024. Link

N. J. Pinton, A. Bousse, C. Cheze-Le-Rest, and D. Visvikis, “Multi-Branch Generative Models for Multichannel Imaging with an Application to PET/CT Joint Reconstruction”, preprint. Link

J. Molina, A. Bousse, T. Catalán, Z. Wang, M. Petrache, F. Sahli, C. Prieto, M. Courdurier, “CConnect: Synergistic Convolutional Regularization for Cartesian T2* Mapping”, preprint, 2024. Link

V. Gautier, A. Bousse, F. Sureau, C. Comtat, V. Maxim and B. Sixou, “Bimodal PET/MRI generative reconstruction based on VAE architectures”, Physics in Medicine & Biology, 2024. Link