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Claudia Del Carmen Prieto

email cdprieto@uc.cl

Research Lines:
Magnetic Resonance Image Processing Medical Images Artificial Intelligence MRI
Keywords from publications:
Cardiac Mri Motion Correction Deep Learning Magnetic Resonance Angiography Free-breathing T2 Mapping Ver más...

Profile

Prof. Prieto is a Full Professor at the Department of Electrical Engineering UC. She received her BSc and MSc in Industrial Engineering with major in Electrical Engineering from UC Chile, in 2005, She received her PhD from the same Institution in 2007, which included a research internship at Imperial College London. She received her Postgraduate Certificate in Academic Practice in Higher Education from King’s College London (KCL) in 2015. From 2008 to 2011 she was a Postdoctoral Research Associate at KCL. In 2011 she joined the School of Engineering of UC Chile as Assistant Professor. In 2012, she joined the School of Biomedical Engineering and Imaging Sciences at KCL as Lecturer (Assistant Professor) and was promoted to Senior Lecturer (Associate Professor) in 2015, to Reader in 2018, and to Full Professor in 2020. In 2019 she became Associate Director for the Centre for Doctorial Training in Smart Medical Imaging at KCL and Imperial College. In 2020, she joined back the School of Engineering of UC Chile as Associate Professor and was promoted to Full Professor in 2024. She is currently director of Research and Innovation of the School of Engineering at the UC.
She has authored more than 210 peer-reviewed original and review papers in the field of Magnetic Resonance Imaging (MRI), cardiovascular MRI, and artificial intelligence for medical imaging. She authored 15 conference papers, more than 500 conference abstracts, and 10 book chapters in these areas. She holds 6 patents and 1 patent under application. She is editor of two textbooks on MR Image Reconstruction and on Magnetic Resonance Fingerprinting.
Her research funding includes multiple grants in Chile and the UK, including her current role as Director of the Millenium Institute for Intelligent Healthcare Engineering (iHEALTH). She is Deputy Editor of the journal MRM, has hold roles in the Board of the international societies SCMR and SMRA and was programme Chair of the conferences SMRA 2024 and SCMR 2025.

Research Lines

Magnetic Resonance

Image Processing

Medical Images

Artificial Intelligence

MRI

Network

Keywords from publications

Title Year Doi
Comparison of parameter optimization methods for quantitative susceptibility mapping 2021 https://doi.org/10.1002/mrm.28435
Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T-1, T-2, T-2*, and fat fraction mapping 2020 https://doi.org/10.1002/mrm.28311
3D whole-heart isotropic-resolution motion-compensated joint T-1/T(2)mapping and water/fat imaging 2020 https://doi.org/10.1002/mrm.28330
Isotropic 3D Cartesian single breath-hold CINE MRI with multi-bin patch-based low-rank reconstruction 2020 https://doi.org/10.1002/mrm.28267
3D free-breathing cardiac magnetic resonance fingerprinting 2020 https://doi.org/10.1002/nbm.4370
Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution 2019 https://doi.org/10.1016/j.mri.2019.08.008
3D Cartesian fast interrupted steady-state (FISS) imaging 2019 https://doi.org/10.1002/mrm.27830
Free-running 3D whole heart myocardial T-1 mapping with isotropic spatial resolution 2019 https://doi.org/10.1002/mrm.27811
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography 2020 https://doi.org/10.1016/j.mri.2020.04.007
Whole-heart T-1 mapping using a 2D fat image navigator for respiratory motion compensation 2020 https://doi.org/10.1002/mrm.27919
Accelerated free-breathing whole-heart 3D T-2 mapping with high isotropic resolution 2020 https://doi.org/10.1002/mrm.27989
3D Whole-heart free-breathing qBOOST-T2 mapping 2020 https://doi.org/10.1002/mrm.28039
Water-fat Dixon cardiac magnetic resonance fingerprinting 2020 https://doi.org/10.1002/mrm.28070
Faster 3D saturation-recovery based myocardial T1 mapping using a reduced number of saturation points and denoising 2020 https://doi.org/10.1371/journal.pone.0221071
Simultaneous 3D whole-heart bright-blood and black blood imaging for cardiovascular anatomy and wall assessment with interleaved T(2)prep-IR 2019 https://doi.org/10.1002/mrm.27734
Motion corrected water/fat whole-heart coronary MR angiography with 100% respiratory efficiency 2019 https://doi.org/10.1002/mrm.27732
3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST 2020 https://doi.org/10.1186/s12968-020-00611-5
Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging 2020 https://doi.org/10.1016/j.mri.2020.02.005
From Compressed-Sensing to Artificial Intelligence-Based Cardiac MRI Reconstruction 2020 https://doi.org/10.3389/fcvm.2020.00017
Respiratory motion-compensated high-resolution 3D whole-heart T1 rho mapping 2020 https://doi.org/10.1186/s12968-020-0597-5
High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI 2019 https://doi.org/10.1002/mrm.27694
Sparsity and locally low rank regularization for MR fingerprinting 2019 https://doi.org/10.1002/mrm.27665
Respiratory- and cardiac motion-corrected simultaneous whole-heart PET and dual phase coronary MR angiography 2019 https://doi.org/10.1002/mrm.27517
Molecular and Nonmolecular Magnetic Resonance Coronary and Carotid Imaging 2019 https://doi.org/10.1161/ATVBAHA.118.311754
Rigid motion-corrected magnetic resonance fingerprinting 2019 https://doi.org/10.1002/mrm.27448
Non-contrast enhanced simultaneous 3D whole-heart bright-blood pulmonary veins visualization and black-blood quantification of atrial wall thickness 2019 https://doi.org/10.1002/mrm.27472
Cardiac Magnetic Resonance Fingerprinting: Technical Developments and Initial Clinical Validation 2019 https://doi.org/10.1007/s11886-019-1181-1
Five-minute whole-heart coronary MRA with sub-millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D-PROST reconstruction 2019 https://doi.org/10.1002/mrm.27354
Optimized respiratory-resolved motion-compensated 3D Cartesian coronary MR angiography 2018 https://doi.org/10.1002/mrm.27208
3D SASHA myocardial T1 mapping with high accuracy and improved precision 2019 https://doi.org/10.1007/s10334-018-0703-y
Accelerated magnetic resonance fingerprinting using soft-weighted key-hole (MRF-SOHO) 2018 https://doi.org/10.1371/journal.pone.0201808
3D SASHA myocardial T1 mapping with high accuracy and improved precision (vol 32, pg 281, 2019) 2019 https://doi.org/10.1007/s10334-018-0706-8
Motion-corrected simultaneous cardiac positron emission tomography and coronary MR angiography with high acquisition efficiency 2018 https://doi.org/10.1002/mrm.26690
Motion-corrected whole-heart PET-MR for the simultaneous visualisation of coronary artery integrity and myocardial viability: an initial clinical validation 2018 https://doi.org/10.1007/s00259-018-4047-7
Technical note: Accelerated nonrigid motion-compensated isotropic 3D coronary MR angiography 2018 https://doi.org/10.1002/mp.12663
Simultaneous bright- and black-blood whole-heart MRI for noncontrast enhanced coronary lumen and thrombus visualization 2018 https://doi.org/10.1002/mrm.26815
3D whole-heart phase sensitive inversion recovery CMR for simultaneous black-blood late gadolinium enhancement and bright-blood coronary CMR angiography 2017 https://doi.org/10.1186/s12968-017-0405-z
Highly efficient nonrigid motion-corrected 3D whole-heart coronary vessel wall imaging 2017 https://doi.org/10.1002/mrm.26274
High-Resolution Self-Gated Dynamic Abdominal MRI Using Manifold Alignment 2017 https://doi.org/10.1109/TMI.2016.2636449
Free breathing whole-heart 3D CINE MRI with self-gated Cartesian trajectory 2017 https://doi.org/10.1016/j.mri.2016.12.021
Latest Advances in Image Acceleration: All Dimensions are Fair Game 2022 https://doi.org/10.1002/jmri.28462
End-to-end deep learning nonrigid motion-corrected reconstruction for highly accelerated free-breathing coronary MRA 2021 https://doi.org/10.1002/mrm.28851
Deep-learning based super-resolution for 3D isotropic coronary MR angiography in less than a minute 2021 https://doi.org/10.1002/mrm.28911
Generalized low-rank nonrigid motion-corrected reconstruction for MR fingerprinting 2022 https://doi.org/10.1002/mrm.29027
Simultaneous T-1, T-2, and T-1 rho cardiac magnetic resonance fingerprinting for contrast agent-free myocardial tissue characterization 2022 https://doi.org/10.1002/mrm.29091
Myocardial T1, T2, T2*, and fat fraction quantification via low-rank motion-corrected cardiac MR fingerprinting 2022 https://doi.org/10.1002/mrm.29171
Accelerated 3D free-breathing high-resolution myocardial T-1 rho mapping at 3 Tesla 2022 https://doi.org/10.1002/mrm.29417
Free-running 3D whole-heart T1 and T2 mapping and cine MRI using low-rank reconstruction with non-rigid cardiac motion correction 2023 https://doi.org/10.1002/mrm.29449
A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images 2022 https://doi.org/10.1145/3522747
Quantitative MRI in cardiometabolic disease: From conventional cardiac and liver tissue mapping techniques to multi-parametric approaches 2023 https://doi.org/10.3389/fcvm.2022.991383
Accelerating 3D MTC-BOOST in patients with congenital heart disease using a joint multi-scale variational neural network reconstruction 2022 https://doi.org/10.1016/j.mri.2022.06.012
Self-supervised learning-based diffeomorphic non-rigid motion estimation for fast motion-compensated coronary MR angiography 2022 https://doi.org/10.1016/j.mri.2021.10.004
Single-heartbeat cardiac cine imaging via jointly regularized nonrigid motion-corrected reconstruction 2023 https://doi.org/10.1002/nbm.4942
Simultaneous comprehensive liver T-1, T-2, T-2*,T- (1 rho), and fat fraction characterization with MR fingerprinting 2022 https://doi.org/10.1002/mrm.29089
Low-rank motion correction for accelerated free-breathing first-pass myocardial perfusion imaging 2023 https://doi.org/10.1002/mrm.29626
MR Fingerprinting for Liver Tissue Characterization: A Histopathologic Correlation Study 2023 https://doi.org/10.1148/radiol.220736
Cardiac Magnetic Resonance Fingerprinting: Potential Clinical Applications 2023 https://doi.org/10.1007/s11886-022-01836-9
Simultaneous Highly Efficient Contrast-Free Lumen and Vessel Wall MR Imaging for Anatomical Assessment of Aortic Disease 2023 https://doi.org/10.1002/jmri.28613
Artificial intelligence in cardiac magnetic resonance fingerprinting 2022 https://doi.org/10.3389/fcvm.2022.1009131
Non-rigid motion-corrected free-breathing 3D myocardial Dixon LGE imaging in a clinical setting 2022 https://doi.org/10.1007/s00330-022-08560-6
High-resolution non-contrast free-breathing coronary cardiovascular magnetic resonance ngiography for detection of coronary artery disease: validation against invasive coronary angiography 2022 https://doi.org/10.1186/s12968-022-00858-0
Artificial Intelligence in Cardiac MRI: Is Clinical Adoption Forthcoming? 2022 https://doi.org/10.3389/fcvm.2021.818765
A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting 2021 https://doi.org/10.1109/TMI.2021.3100293
Whole-heart non-rigid motion corrected coronary MRA with autofocus virtual 3D iNAV 2022 https://doi.org/10.1016/j.mri.2022.01.007
MRI-Guided Motion-Corrected PET Image Reconstruction for Cardiac PET/MRI 2021 https://doi.org/10.2967/jnumed.120.254235
Efficient non-contrast enhanced 3D Cartesian cardiovascular magnetic resonance angiography of the thoracic aorta in 3 min 2022 https://doi.org/10.1186/s12968-021-00839-9
Evaluation of accelerated motion-compensated 3d water/fat late gadolinium enhanced MR for atrial wall imaging 2021 https://doi.org/10.1007/s10334-021-00935-y
Coronary Magnetic Resonance Angiography in Chronic Coronary Syndromes 2021 https://doi.org/10.3389/fcvm.2021.682924
3D whole-heart grey-blood late gadolinium enhancement cardiovascular magnetic resonance imaging 2021 https://doi.org/10.1186/s12968-021-00751-2
Clinical comparison of sub-mm high-resolution non-contrast coronary CMR angiography against coronary CT angiography in patients with low-intermediate risk of coronary artery disease: a single center trial 2021 https://doi.org/10.1186/s12968-021-00758-9
Synergistic multi-contrast cardiac magnetic resonance image reconstruction 2021 https://doi.org/10.1098/rsta.2020.0197
Elastic AlignedSENSE for Dynamic MR Reconstruction: A Proof of Concept in Cardiac Cine 2021 https://doi.org/10.3390/e23050555
Coronary Magnetic Resonance Angiography Technical Innovations Leading Us to the Promised Land? 2020 https://doi.org/10.1016/j.jcmg.2020.01.006
Accelerated high-resolution free-breathing 3D whole-heart T-2-prepared black-blood and bright-blood cardiovascular magnetic resonance 2020 https://doi.org/10.1186/s12968-020-00691-3
CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions 2020 https://doi.org/10.1038/s41598-020-70551-8
PET/MRI of atherosclerosis 2020 https://doi.org/10.21037/cdt.2020.02.09
UNDERSTANDING THE ROLE OF CARDIAC FIBROSIS IN THE DEVELOPMENT AND TREATMENT OF HEART FAILURE USING MOLECULAR IMAGING PROBES AND NOVEL THERAPEUTICS 2023 https://doi.org/10.1136/heartjnl-2023-BCS.299
Automated detection of cardiac rest period for trigger delay calculation for image-based navigator coronary magnetic resonance angiography 2023 https://doi.org/10.1186/s12968-023-00962-9
Editorial: Women in cardiovascular imaging 2023 https://doi.org/10.3389/fcvm.2023.1249983
Use of a new non-contrast-enhanced BOOST cardiac MR sequence before electrical cardioversion or ablation of atrial fibrillation-a pilot study 2023 https://doi.org/10.3389/fcvm.2023.1177347
Free-breathing, Contrast Agent-free Whole-Heart MTC-BOOST Imaging: Single-Center Validation Study in Adult Congenital Heart Disease 2023 https://doi.org/10.1148/ryct.220146
MR Fingerprinting for Contrast Agent-free and Quantitative Characterization of Focal Liver Lesions 2023 https://doi.org/10.1148/rycan.230036
Non-rigid motion-compensated 3D whole-heart T2 mapping in a hybrid 3T PET-MR system 2024 https://doi.org/10.1002/mrm.29973
Self-Supervised Motion-Corrected Image Reconstruction Network for 4D Magnetic Resonance Imaging of the Body Trunk 2022 https://doi.org/10.1561/116.00000039
High-Spatial-Resolution 3D Whole-Heart MRI T2 Mapping for Assessment of Myocarditis 2021 https://doi.org/10.1148/radiol.2021201630
Inversion recovery and saturation recovery pulmonary vein MR angiography using an image based navigator fluoro trigger and variable-density 3D cartesian sampling with spiral-like order 2024 https://doi.org/10.1007/s10554-024-03111-0
Extended MRI-based PET motion correction for cardiac PET/MRI 2024 https://doi.org/10.1186/s40658-024-00637-z
A Deep Learning-Based Integrated Framework for Quality-Aware Undersampled Cine Cardiac MRI Reconstruction and Analysis 2024 https://doi.org/10.1109/TBME.2023.3321431
Highly efficient free-breathing 3D whole-heart imaging in 3-min: single center study in adults with congenital heart disease 2024 https://doi.org/10.1016/j.jocmr.2023.100008
A motion-corrected deep-learning reconstruction framework for accelerating whole-heart magnetic resonance imaging in patients with congenital heart disease 2024 https://doi.org/10.1016/j.jocmr.2024.101039
Free-breathing 3D whole-heart joint T1/T2 mapping and water/fat imaging at 0.55 T 2024 https://doi.org/10.1002/mrm.30139
Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space Representation 2024 https://doi.org/arXiv:2404.08350
Highly efficient image navigator based 3D whole-heart cardiac MRA at 0.55T 2024 https://doi.org/10.1002/mrm.30316
Evaluation of myocarditis with a free-breathing three-dimensional isotropic whole-heart joint T1 and T2 mapping sequence 2024 https://doi.org/10.1016/j.jocmr.2024.101100
3D B1+corrected simultaneous myocardial T1 and T1ρ mapping with subject-specific respiratory motion correction and water-fat separation 2024 https://doi.org/10.1002/mrm.30317
Cardiovascular magnetic resonance reveals myocardial involvement in patients with active stage of inflammatory bowel disease 2024 https://doi.org/10.1007/s00392-024-02503-5
Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence-review of evidence and proposition of a roadmap to clinical translation 2024 https://doi.org/10.1016/j.jocmr.2024.101051
CConnect: Synergistic Convolutional Regularization for Cartesian T2* Mapping 2024 https://doi.org/arXiv:2404.18182
3D joint T1/T1ρ/T2 mapping and water-fat imaging for contrast-agent free myocardial tissue characterization at 1.5T 2025 https://doi.org/10.1002/mrm.30397
Reconstruction techniques for accelerating dynamic cardiovascular magnetic resonance imaging 2025 https://doi.org/10.1016/j.jocmr.2025.101873
End-to-End Deep Learning-Based Motion Correction and Reconstruction for Accelerated Whole-Heart Joint T1/T2 Mapping 2025 https://doi.org/10.1016/j.mri.2025.110396
Isotropic, high-resolution, whole-chest inversion recovery contrast-enhanced magnetic resonance angiography in under 4.5 min using image-based navigator fluoro trigger 2025 https://doi.org/10.3389/fcvm.2025.1549275
Highlights of the society for magnetic resonance angiography 2024 conference 2025 https://doi.org/10.1016/j.jocmr.2025.101878
Simultaneous 3D T1,T2, and fat-signal-fraction mapping with respiratory-motion correction for comprehensive liver tissue characterization at 0.55 T 2024 https://doi.org/10.1002/mrm.30236
Cardiovascular magnetic resonance imaging: Principles and advanced techniques 2025 https://doi.org/10.1016/j.pnmrs.2025.101561
Image navigator-based, automated coronary magnetic resonance angiography for the detection of coronary artery stenosis 2024 https://doi.org/10.1016/j.jocmr.2024.101097
MOLECULAR MRI OF MPO ACTIVITY DETECTS RUPTURED HUMAN ATHEROSCLEROTIC PLAQUES AND PREDICTS ATHEROTHROMBOSIS IN AN ANIMAL MODEL 2023
Recent advances in PET-MRI for cardiac sarcoidosis 2022 https://doi.org/10.3389/fnume.2022.1032444
Simultaneous 3D aortic lumen and vessel wall imaging at 0.55 T at either systole or diastole 2025 https://doi.org/10.1002/mrm.30611
Simultaneous liver T1, T2, and ADC MR fingerprinting using optimized motion-compensated diffusion preparations: An initial validation on volunteers 2025 https://doi.org/10.1002/mrm.30622
In Silico Digital Breast Tomosynthesis Dataset for the Comparative Analysis of Deep Learning Models in Tumor Segmentation 2025 https://doi.org/10.1007/s10278-025-01626-z
Accelerated DESPOT1 with variable parameters for 3D T1 brain mapping 2025 https://doi.org/10.1016/j.mri.2025.110487
Molecular and functional MRI enables detection of cardiac fibrosis and evaluation of treatment response after chordin-like 1 gene therapy in myocardial infarction 2025 https://doi.org/10.7150/thno.114459
Motion corrected 3D whole-heart SAVA T1 mapping at 0.55 T 2025 https://doi.org/10.1002/mrm.70038
Cardiac Magnetic Resonance Fingerprinting for Simultaneous T1, T2, and Fat-Fraction Quantification at 0.55 T 2025 https://doi.org/10.1002/nbm.70143
Multilabel Classification of Intracranial Hemorrhages Using Deep Learning and Preprocessing Techniques on Non-contrast CT Images 2025 https://doi.org/10.1007/978-3-031-76604-6_13
Highlights of the Society for Cardiovascular Magnetic Resonance 2025 conference: Leading the way to accessible, efficient, and sustainable cardiovascular magnetic resonance 2025 https://doi.org/10.1016/j.jocmr.2025.101914
CMRxRecon2024: A Multimodality, Multiview k-Space Dataset UniversalMachine for Accelerated Cardiac MRI 2025 https://doi.org/10.1148/ryai.240443
Robust cardiac T1ρ mapping at 3T using adiabatic spin-lock preparations 2023 https://doi.org/10.1002/mrm.29713
The future of cardiovascular magnetic resonance imaging in thoracic aortopathy: blueprint for the paradigm shift to improve management 2025 https://doi.org/10.1016/j.jocmr.2025.101865
Initial experience of cardiac T1ρ mapping at 0.55 T: Continuous wave versus adiabatic spin-lock preparation pulses 2025 https://doi.org/10.1002/mrm.30582
High-resolution 3D whole-heart bright- and black-blood imaging with co-registered T2 mapping at 0.55 T 2025 https://doi.org/10.3389/fcvm.2025.1572318
Automated segmentation of thoracic aortic lumen and vessel wall on three-dimensional bright- and black-blood magnetic resonance imaging using nnU-Net 2025 https://doi.org/10.1016/j.jocmr.2025.101923
Molecular Imaging of Coronary Plaque Vulnerability Using 18F-Fluorocholine PET-MRI in Patients with Coronary Artery Disease: Validation with Optical Coherence Tomography 2025 https://doi.org/10.3390/jcm14248708
Super-MoCo-MoDL: A combined super-resolution and motion-corrected undersampled deep-learning reconstruction framework for threedimensional whole-heart cardiac magnetic resonance imaging 2026 https://doi.org/10.1016/j.jocmr.2025.101990
Molecular MRI of Collagen Enables Evaluation of Fibrosis and Therapeutic Response in Venous Thrombosis 2026 https://doi.org/10.1161/CIRCIMAGING.125.018784
Free-breathing three-dimensional whole-heart adiabatic T1ρ mapping for non-contrast tissue characterization at 0.55T 2026 https://doi.org/10.1016/j.jocmr.2025.102676
Subspace Implicit Neural Representations for Real-Time Cardiac Cine MR Imaging 2026 https://doi.org/10.1007/978-3-031-96628-6_12
Single-Breathhold 3D MR Elastography in the Liver, With Simultaneous R2*and PDFF Mapping 2026 https://doi.org/10.1002/mrm.70372
3D Radial Knee Imaging at 0.55 T: Simultaneous T1-T2 Mapping and Synthetic Contrast Generation in Under 4 min 2026 https://doi.org/10.1002/nbm.70265
Deep Learning Myocardial Segmentation in 3D Whole-Heart Joint T1/T2 Mapping: Comparison of nnU-Net and MA-SAM 2026 https://doi.org/10.1002/nbm.70252

School Co-Authors

* Authors who are no longer active at the institution are not clickable.

External Co-Authors

  • Karl Kunze
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  • Anastasia Fotaki
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  • Radhouene Neji
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  • Michael G. Crabb
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  • Camila Munoz
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  • Carlos Castillo-Passi
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  • Reza Hajhosseiny
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  • Alina Hua
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  • Carlos Velasco
    4 publications
  • Haikun Qi
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  • Kuberan Pushparajah
    3 publications
  • Simon J. Littlewood
    3 publications
  • Tevfik F. Ismail
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  • Michaela Schmidt
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  • Lina Felsner
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    2 publications
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    2 publications
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    2 publications
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    2 publications
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    2 publications
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    2 publications
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    2 publications
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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    1 publication
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