Alexandre Bousse
Alexandre Bousse
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Uconnect: Synergistic Spectral CT Reconstruction With U-Nets Connecting the Energy Bins
Zhihan Wang
,
Alexandre Bousse
,
Franck Vermet
,
Jacques Froment
,
Béatrice Vedel
,
Alessandro Perelli
,
Jean-Pierre Tasu
,
Dimitris Visvikis
Cite
DOI
URL
Systematic Review on Learning-based Spectral CT
Alexandre Bousse
,
Venkata Sai Sundar Kandarpa
,
Simon Rit
,
Alessandro Perelli
,
Mengzhou Li
,
Guobao Wang
,
Jian Zhou
,
Ge Wang
Cite
DOI
URL
Fast-track of F-18 positron paths simulations using GANs
Y Mellak
,
K. Chatzipapas
,
A. Bousse
,
C. Chez-Le Rest
,
D. Visvikis
,
J. Bert
Cite
Diffusion posterior sampling for synergistic reconstruction in spectral computed tomography
C. Vazia
,
A. Bousse
,
B. Vedel
,
F. Vermet
,
Zhihan Wang, Z. Wang
,
T. Dassow
,
J-.P Tasu
,
D. Visvikis
,
J. Froment
Cite
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
,
Chi Liu
,
Dimitris Visvikis
Cite
DOI
URL
VAE constrained MR guided PET reconstruction
V. Gautier
,
C. Comtat
,
F. Sureau
,
A. Bousse
,
L. Friot-Giroux
,
V. Maxim
,
B. Sixou
Cite
Synergistic PET/CT Reconstruction Using a Joint Generative Model
N. F. Pinton
,
A. Bousse
,
Z. ane Cheze-Le-Rest, C. Wang
,
V. Maxim
,
C. Comtat
,
F. Sureau
,
D. Visvikis
Cite
URL
PET scatter estimation using deep learning U-Net architecture
Baptiste Laurent
,
Alexandre Bousse
,
Thibaut Merlin
,
Stephan Nekolla
,
Dimitris Visvikis
Cite
DOI
Joint PET/CT Reconstruction Using a Double Variational Autoencoder
N. J. Pinton
,
A Bousse
,
C. Cheze-Le-Rest
,
D. Visvikis
Cite
Three-gamma PET image reconstruction using Graph Neural Networks
Y. Mellak
,
D. Giovagnoli
,
A. Bousse
,
D. Visvikis
Cite
Synergistic Multi-Energy Reconstruction with a Deep Penalty ``Connecting the Energies''
Z. Wang
,
A. Bousse
,
F. Vermet
,
N. J. Pinton
,
J. Froment
,
B. Vedel
,
J.-P. Tasu
,
D. Visvikis
Cite
PET respiratory motion correction: quo vadis?
F. Lamare
,
A. Bousse
,
K. Thielemans
,
C. Liu
,
T. Merlin
,
H. Fayad
,
D. Visvikis
Cite
DOI
Multi-channel convolutional analysis operator learning for dual-energy CT reconstruction
A. Perelli
,
S. A. Garcia
,
A. Bousse
,
J.-P. Tasu
,
N. Efthimiadis
,
D. Visvikis
Cite
DOI
URL
LRR-CED: low-resolution reconstruction-aware convolutional encoder--decoder network for direct sparse-view CT image reconstruction
V. S. S. Kandarpa
,
A. Perelli
,
A. Bousse
,
D. Visvikis
Cite
DOI
C-DenseNet: A direct neural network-based approach for Total Body PET Image Reconstruction
V. S. S. Kandarpa
,
A. Bousse
,
T. Merlin
,
A. Perelli
,
S. Xue
,
R. Ma
,
Y. Li
,
H. Sari
,
A. Rominger
,
K. Shi
,
D. Visvikis
Cite
Sparse-View Joint Reconstruction and Material Decomposition for Dual-Energy Cone-Beam Computed Tomography
S. L. Alfonso Garcia
,
A. Perelli
,
A. Bousse
,
D. Visvikis
Cite
URL
Penalized PET/CT Reconstruction Algorithms with Automatic Realignment for Anatomical Priors
Y.-J. Tsai
,
A. Bousse
,
S. Arridge
,
C. W. Stearns
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
DUG-RECON: A Framework for Direct Image Reconstruction using Convolutional Generative Networks
V. S. S. Kandarpa
,
A. Bousse
,
D. Benoit
,
D. Visvikis
Cite
DOI
URL
Dual-Energy CT Reconstruction with Convolutional Analysis Operator Learning
S. L. Alfonso Garcia
,
A. Perelli
,
A. Bousse
,
D. Visvikis
Cite
Detection Efficiency Modelling and Joint Activity and Attenuation Reconstruction in non-TOF 3D PET from Multiple-Energy Window Data
L. Brusaferri
,
É. C Émond
,
A. Bousse
,
R. Twyman
,
A. C. Whitehead
,
D. Atkinson
,
S. Ourselin
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
Deep learning based Direct Sparse-View CT Image Reconstruction with Concatenated U-Net
V. S. S. Kandarpa
,
A. Perelli
,
A. Bousse
,
D. Visvikis
Cite
A Pseudo-TOF Image Reconstruction Approach for Three-Gamma Small Animal Imaging
D. Giovagnoli
,
A. Bousse
,
N. Beaupere
,
C. Canot
,
J.-P. Cussonneau
,
S. Diglio
,
A. Iborra Carreres
,
J. Masbou
,
T. Merlin
,
E. Morteau
,
Y. Xing
,
Y. Zhu
,
D. Thers
,
D. Visvikis
Cite
DOI
PET Reconstruction with non-Negativity Constraints in Projection Space: Optimization Through Hypo-Convergence
A. Bousse
,
M. Courdurier
,
É. C. Émond
,
K. Thielemans
,
B. F. Hutton
,
P. Irarrazaval
,
D. Visvikis
Cite
DOI
URL
Normalisation factor estimation in non-TOF 3D PET from multiple-energy window data
L. Brusaferri
,
É. C. Émond
,
A. Bousse
,
R. Twyman
,
D. Atkinson
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
Joint Activity, Attenuation and Scatter Estimation from Multiple Energy Window Data in non-TOF 3D PET: a preliminary study
L. Brusaferri
,
A. Bousse
,
É. C. Émond
,
R. Brown
,
Y.-J. Tsai
,
D. Atkinson
,
S. Ourselin
,
C. Watson
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
URL
Improved PET/CT Respiratory Motion Compensation by Incorporating Changes in Lung Density
É. C. Émond
,
A. Bousse
,
L. Brusaferri
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
Effect of Attenuation Mismatches in Time of Flight PET Reconstruction
É. C. Émond
,
A. Bousse
,
J. P. Maria~Machado
,
A. M. Groves
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
Deep Learning based scatter correction for PET imaging
B. Laurent
,
T. Merlin
,
A. Bousse
,
D. Visvikis
Cite
Benefits of Using a Spatially-variant Penalty Strength with Anatomical Priors in PET Reconstruction
Y.-J. Tsai
,
G. Schramm
,
S. Ahn
,
A. Bousse
,
S. Arridge
,
J. Nuyts
,
B. F. Hutton
,
C. W. Stearns
,
K. Thielemans
Cite
DOI
A single dual-tracer PET imaging acquisition to provide information on tumor heterogeneities
B. Le Crom
,
A. Bousse
,
M. Chérel
,
N. Costes
,
S. Gouard
,
S. Marionneau-Lambot
,
T. Merlin
,
D. Visvikis
,
S. Stute
,
T. Carlier
Cite
A Coupled Image-Motion Dictionary Learning algorithm for Motion Estimation-Compensation in Cone-Beam Computed Tomography
S. L. Alfonso Garcia
,
A. Bousse
,
D. Visvikis
Cite
Respiratory Motion Correction in Dynamic PET with a Single Attenuation Map
Elise C Emond
,
Alexandre Bousse
,
Maria Machado
,
Joanna Porter
,
Kjell Erlandsson
,
Ashley M Groves
,
Brian F Hutton
,
Kris Thielemans
Cite
Mass Preservation for Respiratory Motion Registration in both PET and CT
É. C. Émond
,
A. Bousse
,
L. Brusaferri
,
A. M. Groves
,
B. F. Hutton
,
K. Thielemans
Cite
Ensemble of Neural Networks for 3D Position Estimation in Monolithic PET Detectors
A. Iborra
,
A. J. González
,
A. González-Montoro
,
A. Bousse
,
D. Visvikis
Cite
DOI
Ensemble of Neural Networks for 3D Position Estimation in Monolithic PET Detectors
A. Iborra
,
A. J. González
,
A. González-Montoro
,
A. Bousse
,
D. Visvikis
Cite
Direct Image Reconstruction using Generative Deep Learning Networks
V. S. S. Kandarpa
,
D. Benoit
,
A. Bousse
,
D. Visvikis
Cite
Dependence Of Error Propagation Due To An Incorrect Attenuation Map On PET Time-of-Flight Resolution
É. C. Émond
,
A. Bousse
,
A. M. Groves
,
B. F. Hutton
,
Kris Thielemans
Cite
A Novel Image Reconstruction Approach for 3 gamma Imaging
D. Giovagnoli
,
A. Bousse
,
A. I. Carreres
,
T. Merlin
,
N. Beaupere
,
J.-P. Cussonneau
,
C. Canot
,
S. Diglio
,
J. Masbou
,
E. Morteau
,
Y. Xing
,
Y. Zhu
,
D. Thers
,
D. Visvikis
Cite
PET Reconstruction with non-Negativity Constraints in Projection Space: Optimization Through Hypo-Convergence
A. Bousse
,
M. Courdurier
,
É. C. Émond
,
K. Thielemans
,
B. F. Hutton
,
P. Irarrazaval
,
D. Visvikis
Cite
Maximum-likelihood estimation of emission and attenuation images in 3D PET from multiple energy window measurements
L. Brusaferri
,
A. Bousse
,
Y.-J. Tsai
,
D. Atkinson
,
S. Ourselin
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
Markov random field and Gaussian mixture for segmented MRI-based partial volume correction in PET
A. Bousse
,
S. Pedemonte
,
B. A. Thomas
,
K. Erlandsson
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
Fast Quasi-Newton Algorithms for Penalized Reconstruction in Emission Tomography and Further Improvements via Preconditioning
Y.-J. Tsai
,
A. Bousse
,
M. J. Ehrhardt
,
C. W. Stearns
,
S. Ahn
,
B. H. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
URL
Algorithms for Solving Misalignment Issues in Penalized PET/CT Reconstruction Using Anatomical Priors
Y.-J. Tsai
,
A. Bousse
,
S. Ahn
,
C. W. Stearns
,
S. Arridge
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
Spatially-variant Strength for Anatomical Priors in PET Reconstruction
Y.-J. Tsai
,
G. Schramm
,
J. Nuyts
,
S. Ahn
,
C. W. Stearns
,
A. Bousse
,
S. Arridge
,
K. Thielemans
Cite
DOI
Potential benefits of incorporating energy information when estimating attenuation from PET data
L. Brusaferri
,
A. Bousse
,
N. Efthimiou
,
É. C. Émond
,
D. Atkinson
,
S. Ourselin
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
Fast Gated PET Direct Motion Estimation Using Ordered Subsets
A. Bousse
,
B. F. Hutton
,
K. Thielemans
PDF
Cite
DOI
Evaluation of a Direct Motion Estimation/Correction Method in Respiratory-Gated PET/MRI with Motion-Adjusted Attenuation
A. Bousse
,
R. Manber
,
B. F. Holman
,
D. Atkinson
,
S. Arridge
,
S. Ourselin
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
Direct Parametric Reconstruction with Joint Motion Estimation/Correction for Dynamic Brain PET Data
J. Jiao
,
A. Bousse
,
K. Thielemans
,
N. Burgos
,
P. Weston
,
P. Markiewicz
,
J. Schott
,
D. Atkinson
,
S. Arridge
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
URL
PETPVC: a toolbox for performing partial volume correction techniques in positron emission tomography
B. A. Thomas
,
V. Cuplov
,
A. Bousse
,
A. Mendes
,
K. Thielemans
,
B. H. Hutton
,
K. Erlandsson
Cite
DOI
URL
Performance Improvement and Validation of a New MAP Reconstruction Algorithm
Y.-J. Tsai
,
A. Bousse
,
C. W. Stearns
,
S. Ahn
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
Maximum-Likelihood Joint Image Reconstruction/Motion Estimation in Attenuation-Corrected Respiratory Gated PET/CT using a Single Attenuation Map
A. Bousse
,
O. Bertolli
,
D. Atkinson
,
S. Arridge
,
S. Ourselin
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
Maximum-Likelihood Joint Image Reconstruction and Motion Estimation with Misaligned Attenuation in TOF-PET/CT
A. Bousse
,
O. Bertolli
,
D. Atkinson
,
S. Arridge
,
S. Ourselin
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
URL
Joint Reconstruction of Activity and Attenuation in Dynamic PET
A. Rashidnasab
,
A. Bousse
,
B. F. Holman
,
B. F. Hutton
,
K. Thielemans
Cite
DOI
Joint Activity/Attenuation Reconstruction in SPECT Using Photopeak and Scatter Sinograms
A. Bousse
,
A. Sidlesky
,
N. Roth
,
A. Rashidnasab
,
K. Thielemans
,
B. F. Hutton
Cite
DOI
Performance evaluation of MAP algorithms with different penalties, object geometries and noise levels
Y.-J. Tsai
,
A. Bousse
,
M. J. Ehrhardt
,
B. F. Hutton
,
S. Arridge
,
K. Thielemans
Cite
DOI
Joint direct motion estimation/kinetic images reconstruction from gated PET Data
Alexandre Bousse
,
Jieqing Jiao
,
Kris Thielemans
,
David Atkinson
,
Simon Arridge
,
Sébastien Ourselin
,
Brian F Hutton
Cite
Evaluation of a partial ring design for the INSERT SPECT/MRI system
K. Erlandsson
,
D. Salvado
,
A. Bousse
,
B. F. Hutton
Cite
DOI
Direct joint motion estimation/image reconstruction in attenuation-corrected gated PET/CT without gated CT
A. Bousse
,
O. Bertolli
,
D. Atkinson
,
S. Arridge
,
S. Ourselin
,
B. H. Hutton
,
K. Thielemans
Cite
Collimator design for a brain SPECT/MRI insert
D. Salvado
,
K. Erlandsson
,
A. Bousse
,
M. Occipinti
,
C. Fiorini
,
B. F. Hutton
,
others
Cite
DOI
URL
Joint parametric reconstruction and motion correction framework for dynamic PET data
Jieqing Jiao
,
Alexandre Bousse
,
Kris Thielemans
,
Pawel Markiewicz
,
Ninon Burgos
,
David Atkinson
,
Simon Arridge
,
Brian F Hutton
,
Sébastien Ourselin
Cite
DOI
Framework for the construction of a Monte Carlo simulated brain PET-MR image database
B. A. Thomas
,
K. Erlandsson
,
I. Drobnjak
,
S. Pedemonte
,
K. Vunckx
,
A. Bousse
,
A. Reilhac-Laborde
,
S. Ourselin
,
B. F. Hutton
Cite
DOI
Collimator design for a clinical brain SPECT/MRI insert
D. Salvado
,
K. Erlandsson
,
A. Bousse
,
M. Occhipinti
,
C. Fiorini
,
B. F. Hutton
,
others
Cite
DOI
URL
An algorithm for direct 4-D PET image reconstruction/non-rigid motion estimation with limited MRI prior information
A. Bousse
,
J. Jiao
,
L. Pizarro
,
K. Thielemans
,
D. Atkinson
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
DOI
4-D PET joint image reconstruction/non-rigid motion estimation with limited MRI prior information
A. Bousse
,
J. Jiao
,
K. Erlandsson
,
L. Pizarro
,
K. Thielemans
,
D. Atkinson
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
DOI
What approach to brain partial volume correction is best for PET/MRI?
B. F. Hutton
,
B. A. Thomas
,
K. Erlandsson
,
A. Bousse
,
A. Reilhac-Laborde
,
D. Kazantsev
,
S. Pedemonte
,
K. Vunckx
,
S. Arridge
,
S. Ourselin
Cite
DOI
URL
Variance prediction in SPECT reconstruction based on the Fisher information using a novel angular blurring algorithm for computation of the system matrix
A. Bousse
,
K. Erlandsson
,
N. Fuin
,
D. Salvado
,
B. F. Hutton
Cite
DOI
Design optimization and evaluation of a human brain SPECT-MRI insert based on high-resolution detectors and slit-slat collimators
K. Erlandsson
,
D. Salvado
,
A. Bousse
,
B. F. Hutton
Cite
DOI
Angular rebinning for geometry independent SPECT reconstruction
A. Bousse
,
K. Erlandsson
,
S. Pedemonte
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
Unifying global and local statistical measures for anatomy-guided emission tomography reconstruction
K. Vunckx
,
S. Arridge
,
A. Bousse
,
D. Kazantsev
,
S. Pedemonte
,
S. Ourselin
,
B. F. Hutton
Cite
DOI
Monotonic algorithm for joint entropy-based anatomical priors in parametric PET image reconstruction
A. Bousse
,
C. Panagiotou
,
K. Erlandsson
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
DOI
Markov random field and Gaussian mixture for segmented MRI-based partial volume correction in PET
A. Bousse
,
S. Pedemonte
,
B. A. Thomas
,
K. Erlandsson
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
DOI
An anatomically driven anisotropic diffusion filtering method for 3D SPECT reconstruction
D. Kazantsev
,
S. Arridge
,
S. Pedemonte
,
A. Bousse
,
K. Erlandsson
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
A comparison of the options for brain partial volume correction using PET/MRI
B. A. Thomas
,
K. Erlandsson
,
A. Reilhac
,
A. Bousse
,
D. Kazantsev
,
S. Pedemonte
,
K. Vunckx
,
S. Arridge
,
S. Ourselin
,
B. F. Hutton
Cite
DOI
Robust anisotropic diffusion prior with anatomical regularization for 3D SPECT reconstruction
D. Kazantsev
,
S. Arridge
,
S. Pedemonte
,
S. Ourselin
,
A. Bousse
,
B. F. Hutton
Cite
Probabilistic graphical model of SPECT/MRI
S. Pedemonte
,
A. Bousse
,
B. F. Hutton
,
S. Arridge
,
S. Ourselin
Cite
DOI
Edge preserving Bowsher prior with nonlocal weighting for 3D SPECT reconstruction
D. Kazantsev
,
A. Bousse
,
S. Pedemonte
,
S. Arridge
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
4-D generative model for PET/MRI reconstruction
Stefano Pedemonte
,
Alexandre Bousse
,
Brian F Hutton
,
Simon Arridge
,
Sébastien Ourselin
Cite
DOI
Weighted MRI-Based Bowsher priors for SPECT brain image reconstruction
A. Bousse
,
S. Pedemonte
,
D. Kazantsev
,
S. Ourselin
,
S. Arridge
,
B. F. Hutton
Cite
DOI
GPU accelerated rotation-based emission tomography reconstruction
S. Pedemonte
,
A. Bousse
,
K. Erlandsson
,
M. Modat
,
S. Arridge
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
ET Bayesian reconstruction using automatic bandwidth selection for joint entropy optimization
D. Kazantsev
,
S. Pedemonte
,
A. Bousse
,
C. Panagiotou
,
S. Arridge
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
Estimating an attenuation map from measured scatter for 180o cardiac SPECT
S. Cade
,
A. Bousse
,
S. Arridge
,
M. Evans
,
B. F. Hutton
Cite
Class conditional entropic prior for MRI enhanced SPECT reconstruction
S. Pedemonte
,
M. J. Cardoso
,
A. Bousse
,
C. Panagiotou
,
D. Kazantsev
,
S. Arridge
,
B. F. Hutton
,
S. Ourselin
Cite
DOI
Motion compensated tomography reconstruction of coronary arteries in rotational angiography
A. Bousse
,
J. Zhou
,
G. Yang
,
J.-J. Bellanger
,
C. Toumoulin
Cite
DOI
URL
Motion estimation in X-ray rotational angiography using a 3-D Deformable coronary tree model
A. Bousse
,
J. Zhou
,
G. Yang
,
J.-J. Bellanger
,
C. Toumoulin
Cite
DOI
A blob-based tomographic reconstruction of 3D coronary trees from rotational X-ray angiography
J. Zhou
,
A. Bousse
,
G. Yang
,
J.-J. Bellanger
,
L. Luo
,
C. Toumoulin
,
J.-L. Coatrieux
Cite
DOI
URL
Simulation Environment for the Evaluation of 3D Coronary Tree Reconstruction Algorithms in Rotational Angiography
G. Yang
,
A. Bousse
,
C. Toumoulin
,
H. Shu
Cite
DOI
A Bayesian MAP-EM algorithm for PET image reconstruction using wavelet transform
J. Zhou
,
J.-L. Coatrieux
,
A. Bousse
,
H. Shu
,
L. Luo
Cite
DOI
URL
Temporal tracking of coronaries in MSCTA by means of 3D geometrical moments
S. Laguitton
,
C. Boldak
,
A. Bousse
,
G. Yang
,
C. Toumoulin
Cite
DOI
Coronary extraction and characterization in multi-detector computed tomography
A. Bousse
,
C. Boldak
,
C. Toumoulin
,
G. Yang
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A level set method for vessel segmentation in coronary angiography
J. Brieva
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