Alexandre Bousse

21
Documents

Publications

Publications

Evaluation of deep learning-based scatter correction on a long-axial field-of-view PET scanner

Baptiste Laurent , Alexandre Bousse , Thibaut Merlin , Axel Rominger , Kuangyu Shi et al.
European Journal of Nuclear Medicine and Molecular Imaging, 2025, ⟨10.1007/s00259-025-07120-6⟩
Article dans une revue hal-04995509 v1

Multi-Branch Generative Models for Multichannel Imaging With an Application to PET/CT Synergistic Reconstruction

Noel Jeffrey Pinton , Alexandre Bousse , Catherine Cheze-Le-Rest , Dimitris Visvikisc
IEEE Transactions on Radiation and Plasma Medical Sciences, 2025, pp.1-1. ⟨10.1109/TRPMS.2025.3532176⟩
Article dans une revue hal-04995481 v1
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Bimodal PET/MRI generative reconstruction based on VAE architectures

Valentin Gautier , Alexandre Bousse , Florent Sureau , Claude Comtat , Voichita Maxim et al.
Physics in Medicine and Biology, 2024, 69 (24), pp.245019. ⟨10.1088/1361-6560/ad9133⟩
Article dans une revue hal-04830420 v1

A Review on Low-Dose Emission Tomography Post-Reconstruction Denoising With Neural Network Approaches

Alexandre Bousse , Venkata Sai Sundar Kandarpa , Kuangyu Shi , Kuang Gong , Jae Sung Lee et al.
IEEE Transactions on Radiation and Plasma Medical Sciences, 2024, 8 (4), pp.333-347. ⟨10.1109/TRPMS.2023.3349194⟩
Article dans une revue hal-04995451 v1

Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins

Zhihan Wang , Alexandre Bousse , Franck Vermet , Jacques Froment , Béatrice Vedel et al.
IEEE Transactions on Radiation and Plasma Medical Sciences, 2024, 8 (2), pp.222-233. ⟨10.1109/TRPMS.2023.3330045⟩
Article dans une revue hal-04441618 v1
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Systematic Review on Learning-based Spectral CT

Alexandre Bousse , Venkata Sai Sundar Kandarpa , Simon Rit , Alessandro Perelli , Mengzhou Li et al.
IEEE Transactions on Radiation and Plasma Medical Sciences, 2024, 8 (2), pp.133--137. ⟨10.1109/TRPMS.2023.3314131⟩
Article dans une revue hal-04073231 v2

LRR-CED: low-resolution reconstruction-aware convolutional encoder–decoder network for direct sparse-view CT image reconstruction

V Kandarpa , Alessandro Perelli , Alexandre Bousse , Dimitris Visvikis
Physics in Medicine and Biology, 2022, 67 (15), pp.155007. ⟨10.1088/1361-6560/ac7bce⟩
Article dans une revue hal-05039955 v1
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Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction

Alessandro Perelli , Suxer Alfonso Garcia , Alexandre Bousse , Jean-Pierre Tasu , Nikolaos Efthimiadis et al.
Physics in Medicine and Biology, 2022, 67 (6), pp.065001. ⟨10.1088/1361-6560/ac4c32⟩
Article dans une revue hal-04994416 v1
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PET Reconstruction with non-Negativity Constraint in Projection Space: Optimization Through Hypo-Convergence

Alexandre Bousse , Matias Courdurier , Élise Émond , Kris Thielemans , Brian Hutton et al.
IEEE Transactions on Medical Imaging, 2019, pp.1-1. ⟨10.1109/TMI.2019.2920109⟩
Article dans une revue hal-02144923 v2
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Motion compensated tomography reconstruction of coronary arteries in rotational angiography.

Alexandre Bousse , Jian Zhou , Guanyu Yang , Jean-Jacques Bellanger , Christine Toumoulin
IEEE Transactions on Biomedical Engineering, 2009, 56 (4), pp.1254-7. ⟨10.1109/TBME.2008.2005205⟩
Article dans une revue inserm-00418315 v1
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A Bayesian MAP-EM Algorithm for PET Image Reconstruction Using Wavelet Transform

Jian Zhou , Jean-Louis Coatrieux , Alexandre Bousse , Huazhong Shu , Limin M. Luo
IEEE Transactions on Nuclear Science, 2007, 54 (5, Part 1), pp.1660 - 1669. ⟨10.1109/TNS.2007.901200⟩
Article dans une revue inserm-00184255 v1
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Simulation Environment for the Evaluation of 3D Coronary Tree Reconstruction Algorithms in Rotational Angiography.

Guanyu Yang , Alexandre Bousse , Christine Toumoulin , Huazhong Shu
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 1, pp.4484-4487. ⟨10.1109/IEMBS.2007.4353335⟩
Article dans une revue inserm-00188485 v1
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Temporal Tracking of Coronaries in MSCTA by Means of 3D Geometrical Moments.

Soizic Laguitton , Cezary Boldak , Alexandre Bousse , Guanyu Yang , Christine Toumoulin
Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2006, 1, pp.924-7. ⟨10.1109/IEMBS.2006.260670⟩
Article dans une revue inserm-00183729 v1
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A Multiscale Tracking Algorithm for the Coronary Extraction in MSCT Angiography.

Guanyu Yang , Alexandre Bousse , Christine Toumoulin , Huazhong Shu
Conference proceedings : Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society, 2006, 1, pp.3066-9. ⟨10.1109/IEMBS.2006.260712⟩
Article dans une revue inserm-00184094 v1

Joint PET/CT reconstruction using a double variational autoencoder

Noel Jeffrey Pinton , Alexandre Bousse , C. Cheze-Le-Rest , Dimitris Visvikis
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD), Nov 2023, Vancouver (CA), Canada. pp.1-1, ⟨10.1109/NSSMICRTSD49126.2023.10337812⟩
Communication dans un congrès hal-04995170 v1

Sparse-view joint reconstruction and material decomposition for dual-energy cone-beam computed tomography

Suxer Lazara Alfonso Garcia , Alessandro Perelli , Alexandre Bousse , Dimitris Visvikis
International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine, Jul 2021, Louvin, Belgium
Communication dans un congrès hal-04995002 v1

Joint parametric reconstruction and motion correction framework for dynamic PET data

Jieqing Jiao , Alexandre Bousse , Kris Thielemans , Pawel Markiewicz , Ninon Burgos et al.
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, Sep 2014, Boston, United States. pp.114-121, ⟨10.1007/978-3-319-10404-1_15⟩
Communication dans un congrès hal-01827218 v1
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A blob-based tomographic reconstruction of 3D coronary trees from rotational x-ray angiography

Jian Zhou , Alexandre Bousse , Guanyu Yang , Jean-Jacques Bellanger , Limin M. Luo et al.
Medical Imaging 2008: Physics of Medical Imaging, Feb 2008, San Diego, CA, United States. pp.69132N-12, ⟨10.1117/12.769478⟩
Communication dans un congrès inserm-00335244 v1