Patricio Guerrero

VIB-KU Leuven Center for Microbiology — Belgium

Medicine · Health Sciences

6h-index83citations33works3.52yr avg
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Research Topics

Medical Imaging Techniques and Applications(21), Advanced X-ray and CT Imaging(19), Advanced X-ray Imaging Techniques(5), Advanced MRI Techniques and Applications(3), Radiation Dose and Imaging(3)

Publications33 total

Bayesian Uncertainty Quantification and Regularized Reconstruction for CT-Based Dimensional Metrology
Journal of Nondestructive Evaluation·2025
Towards industrially relevant total variation based reconstruction of few-view computed tomography by exploiting noise level estimation
CIRP journal of manufacturing science and technology·2025· 1 citedOpen Access
Uncertainty quantification of CT regularized reconstruction within the Bayesian framework
e-Journal of Nondestructive Testing·2025Open Access
FISTA-Condat-Vu: Automatic Differentiation for Hyperparameter Learning\n in Variational Models
arXiv (Cornell University)·2024Open Access
Machine learning in industrial X-ray computed tomography – a review
CIRP journal of manufacturing science and technology·2024· 19 citedOpen Access
Machine learning based sinogram interpolation for X-ray computed tomography validated on experimental data
Precision Engineering·2024· 8 citedOpen Access
The constrained split Bregman algorithm for enhancing the quality of image reconstruction and analysis in few-view computed tomography
e-Journal of Nondestructive Testing·2024· 1 citedOpen Access
Direct voxel classification from x-ray projections for 3D pore detection applied to laser sintered parts
Measurement Science and Technology·2024· 4 citedOpen Access
Deep learning reconstruction of few-view X-ray CT measurements of mono-material objects with validation in additive manufacturing
CIRP Annals·2024· 4 citedOpen Access
Automatic and Computationally Efficient Alignment in Fan- and Cone-Beam Tomography
IEEE Transactions on Computational Imaging·2024· 2 citedOpen Access
Enhanced Image Analysis Quality in Few-View Ct with Noise Level Estimation for Tv-Based Reconstruction Algorithms
SSRN Electronic Journal·2024Open Access
Automatic and Computationally Efficient Alignment in Fan- and Cone-beam Tomography
arXiv (Cornell University)·2023Open Access
Total Variation regularized reconstruction for enhancing the quality of few-view industrial computed tomography applied to image analysis and metrology
e-Journal of Nondestructive Testing·2023· 1 citedOpen Access
Alternative fan-beam backprojection and adjoint operators
Journal of Inverse and Ill-Posed Problems·2023· 2 citedOpen Access
Reference free method for robot CT imaging geometry estimation
Precision Engineering·2022· 7 cited
L0 Regularized Image Deblurring applied to Porosity Analysis in Industrial X-ray Computed Tomography
e-Journal of Nondestructive Testing·2022· 1 citedOpen Access
Geometric qualification for robot CT with flexible trajectories
e-Journal of Nondestructive Testing·2022· 7 citedOpen Access
Automatic regularization for tomographic image reconstruction
Results in Applied Mathematics·2020· 2 citedOpen Access
Fast image reconstruction at a synchrotron laboratory
Society for Industrial and Applied Mathematics eBooks·2020· 10 cited
Modelling of a New Compton Imaging Modality for an In-Depth Characterisation of Flat Heritage Objects
Linköping electronic conference proceedings·2018Open Access
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Frequent Co-authors

Wim Dewulf(16), Simon Bellens(7), Laurent Dumas(5), Patrick Vandewalle(4), Maï K. Nguyen(4), Eduardo X. Miqueles(4), Maryam Bahrkazemi(4), A. Rohde(4), Jonathan Hess(4), Sven Gondrom-Linke(4), Serge X. Cohen(3), Michel Janssens(2), Risheng Kang(2), Gabriel Probst(2), Peter Slaets(2), Matheus Bernardi(2), Ricardo Santander(2), Klervi Rannou(2), Gilles Thuret(2), P. Gain(2)