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Claudia Prieto Vasquez

Associate Professor

Pontificia Universidad Catolica de Chile

Santiago, Chile

Magnetic Resonance Imaging (MRI), Image reconstruction, Motion correction, Medical Imaging, Machine Learning, Cardiovascular Imaging.

Magnetic Resonance Imaging, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2007
Electrical Engineering, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2005
Electrical Engineering Minor in Industrial Engineering, PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE. Chile, 2003
Higher Education, KINGS COLLEGE LONDON. Reino Unido, 2015

Assistant Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Engineering

Chile

2011 - 2020
Postdoctoral Researcher Full Time

KINGS COLLEGE LONDON

Medicine

Reino Unido

2008 - 2010
Internship Full Time

IMPERIAL COLLEGE LONDON

Londres, Reino Unido

2006 - 2006
Assistant Professor (Lecturer) Full Time

KINGS COLLEGE LONDON

Medicine

Londres, Reino Unido

2011 - 2015
Associate Professor (Senior Lecturer) Full Time

KINGS COLLEGE LONDON

Medicine

London, Reino Unido

2015 - 2018
Associate Professor (Reader) Full Time

KINGS COLLEGE LONDON

Medicine

London, Reino Unido

2018 - A la fecha
Associate Professor Full Time

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Faculty of Engineering

Chile

2020 - A la fecha

Internship Part Time

Fundación Futuro

Chile

2004 - 2004

Research Supervision

Postdoctoral researchers
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1. Dr. M Usman (2012-2016)
2. Dr. A Aitken (2015)
3. Dr. G Ginami (2016-2018)
4. Dr. T Correia (2015-2019)
5. Dr. G Cruz (2016-today)
6. Dr. A Bustin (2017-2019)
7. Dr. T Kuestner (2018-today)
8. Dr. N Fuin (2018-2020)
9. Dr. H Qi (2018-today)
10. Dr. G Nordio (2018-2020)
11. Dr. C Munoz (2018-today)
12. Dr C Velasco (2019-today)

PhD students
------------------------------
1. Dr. C Kolbitsch, King’s College London (2009-2013)
2. Dr. A Aitken, King’s College London (2011-2015)
3. Dr. G Lima da Cruz, King’s College London (2013-2016)
4. Dr. C von Deuster, King’s College London (2012-2016)
5. J. Royuela del Val (3 months internship supervisor)-Spain, at KCL (2014)
6. C Munoz, King’s College London (2015-2018)
7. O Jaubert, King’s College London (2017-2020)
8. J Bland, King’s College London (2016-2020)
9. G Milotta, King’s College London (2017-today)
10. A Gaspar, University of Lisbon (2018-today)
11. A Psenicny, King’s College London (2019-today)

MSc and MRes students
------------------------------
1. K Letelier, Pontificia Universidad Católica de Chile (UC) (2013)
2. N Paschke, Karlsruher Institut fur Technologie – Germany, at KCL (2014)
3. C Munoz, King’s College London (2015)
4. A Gaspar, King’s College London (2016)
5. A Berradia, Ecole d’Ingenieurs de Grenoble-France, at KCL (2016)
6. G Milotta, King’s College London (2017)
7. S Ahmad, King’s College London (2018)
8. A Psenicny, King’s College London (2019)
9. I Brahino, King’s College London (2019)
10. I Valasakis, King’s College London (2020)

Undergraduate students
------------------------------
1. F Boige, École Normale Supérieure de Cachan – France, at King’s College London (KCL) (2014)
2. N Gavami, King’s College London (2015)
3. T Costa, University of Lisbon, summer internship at KCL (2015)
4. A da Costa, University of Lisbon, summer internship at KCL (2016)
5. A Diogo, University of Lisbon, summer internship at KCL (2017)
6. E Dunston, King’s College London (2018)
7. L del Zompo, King’s College London (2018)
8. S Salahuddin, King’s College London (2018)
9. A Elwakil, King’s College London (2019)
10. T Fong, King’s College London (2019)

Research Supervision Prizes and Awards
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1. Summa cum Laude Award for abstract presentation International Society for Magnetic Resonance in Medicine (ISMRM), 2012, 2014, 2016, 2017, 2018, 2019
2. Magna cum Laude Award for abstract presentation ISMRM, 2012, 2013, 2014, 2017, 2018, 2019
3. Early Career Award SCMR 2018 (first author Dr A. Bustin)
4. Early Career Award SCMR 2019 (first author Dr G. Ginami)
5. First Place, Best Abstract Presentation, ISMRM PET-MR Imaging Study Group 2018 (first author C. Munoz)
6. Second Place, Best Abstract Presentation, ISMRM Cardiac Intervention Study Group 2018 (first author G. Ginami)
7. Second Place, Potchen Award, Society for MRA 2018, (first author C. Munoz)
8. First Place, Best Abstract Presentation, ISMRM Cardiac Study Group 2019 (first author A. Bustin)
9. Passariello Award, Society for MRA 2019, (first author G Milotta)
10. Mansfield Research Innovation 2018, (first author T Correia)
11. Mansfield Research Innovation 2019, (first author A Bustin)

Editorial and Society Boards and Programme Committees
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1. Deputy Editor Journal “Magnetic Resonance in Medicine”
2. Board of Trustees Member “Society of Cardiac Magnetic Resonance”
3. Programme Committee Chair, 2019 ISMRM-SCMR Workshop “The Role of AI in Cardiac Imaging”, Seattle, US.
4. Programme Committee Member, 2022 Artificial Intelligence in Cardiac Magnetic Resonance Summit, London, UK.
5. Programme Committee Member, 2020 Society of Cardiovascular Magnetic Resonance (SCMR) Conference, Orlando, USA.
6. Programme Committee Member, 2019 European Society for Magnetic Resonance in Medicine and Biology (ESMRMB) Conference, Rotterdam, The Netherlands.
7. Programme Committee Member, 2020 ESMRMB Conference, Barcelona, Spain (virtual conference).
8. Programme Committee Member, 2022 ISMRM Motion Correction Workshop, Oxford, UK.
9. Stipend Sub-Committee Member, 2019-2020, International Society of Magnetic Resonance in Medicine (ISMRM).

Membership of Professional and Learned Societies
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1. Member of International Society of Magnetic Resonance in Medicine (ISMRM).
2. Member of Institute of Electrical and Electronics Engineers (IEEE).
3. Member of Society of Cardiovascular Magnetic Resonance (SCMR).
4. Reviewer for several international journals, including: Magnetic Resonance in Medicine (MRM), Journal of Cardiovascular Magnetic Resonance (JCMR), Journal of Magnetic Resonance Imaging (JMRI), IEEE Topics in Medical Imaging (IEEE TMI), Medical Image Analysis

Invited Talks
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1. Multiparametric CMR for Comprehensive Myocardial Tissue Characterisation, Invited speaker, Society for Magnetic Resonance in Medicine, Orlando, USA, 2020.
2. Overcoming technical challenges in PET-MRI of the heart, Invited speaker, Siemens PET-MR Summit, London UK, 2020.
3. High dimensionality patch based reconstruction for accelerated multi-contrast MRI, Invited speaker, Synergistic Reconstruction Symposium, Chester, UK, 2019.
4. Patterns in the Heart by MR Fingerprinting and Radiomics, Invited speaker, King’s British Heart Foundation Research Centre of Excellence Workshop, London, UK, 2019.
5. Technical Challenges of Cardiac Imaging and the Role of Artificial Intelligence, Invited speaker, Smart Heart Symposium in Cardiac Artificial Intelligence London, UK, 2019.
6. Artificial Intelligence for MR angiography, Invited conference speaker, International Society of Magnetic Resonance Angiography (SMRA), Nantes, France, 2019.
7. Machine Learning based reconstruction to accelerate whole-heart 3D cardiac MRI, Invited speaker, Combining Magnetic Resonance and Artificial Intelligence, ISMRM British Chapter/MIDL London, UK, 2019.
8. How to Quantify the signal in cardiovascular Magnetic Resonance Imaging, Invited speaker, European Society for Molecular Imaging, Glasgow, UK, 2019.
9. Cardiac Magnetic Resonance Fingerprinting, Invited speaker, European Society for Cardiac MRI, Venice, Italy, 2019.
10. Motion of the Heart with Respiratory and Cardiac Cycles: Advanced Motion Correction Techniques, Invited conference speaker, International Society of Magnetic Resonance in Medicine (ISMRM), Montreal, Canada, 2019.
11. Series of Seminars: Cardiac MRI, Visiting Professor, University of Valladolid, Spain, 2018.
12. Sharpening: Motion Correction in Cardiac MRI, Invited conference speaker, International Society of Magnetic Resonance in Medicine (ISMRM), Paris, France, 2018.
13. Three Dimensions at the Lower Ranks, Invited keynote lecture, Retreat Cardiovascular Magnetic Resonance Research Centre, University of Lausanne, 2017
14. Basic Principles of MR Reconstruction, Invited lecture, Workshop: PET-MR Image Reconstruction. Part of the 22nd Annual Scientific Meeting of the British, Chapter of the ISMRM, Leeds University, 2016.
15. Undersampled Reconstruction Techniques to Speed up MRI , Invited lecture, UCL PET-MR Methodology Symposium, University College London, London, September 2016.
16. Exploiting sparsity and new encoding schemes for accelerated quantitative MRI, Plenary Lecture, European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), Vienna, Austria, September 2016.
17. Accelerated and Motion Corrected Cardiac MR Reconstruction, Invited keynote lecture, Retreat Cardiovascular Magnetic Resonance Research Centre, University of Lausanne 2015
18. Compressed Sensing in Cardiac MRI, Invited keynote lecture, Retreat Cardiovascular Magnetic Resonance Research Centre, University of Lausanne, Gex, France, 2014
19. The Motion Problem, Invited conference speaker, International Society of Magnetic Resonance in Medicine (ISMRM), Salt Lake City, USA, 2013.
20. Sampling Less Reconstructing More: Compressed Sensing, Invited keynote lecture, Retreat Cardiovascular Magnetic Resonance Research Centre, University of Lausanne, Gex, France, 2013
21. Reconstruction Methods for Undersampled Data, Invited conference speaker, International Society of Magnetic Resonance in Medicine (ISMRM), Melbourne, Australia, 2012.

Patent Applications
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1. Method of Reconstructing Magnetic Resonance Image Data
Publication number: 20190346522
Type: Application
Filed: May 10, 2019
Publication date: November 14, 2019
Applicants: Siemens Healthcare GmbH, King's College London
Inventors: Rene Botnar, Aurelien Bustin, Radhouene Neji, Claudia Prieto

2. Method and apparatus for Reconstructing Magnetic Resonance Image Data
Publication number: 20190317172
Type: Application
Filed: April 12, 2019
Publication date: October 17, 2019
Applicant: Siemens Healthcare Limited
Inventors: Rene Botnar, Teresa Correia, Radhouene Neji, Claudia Prieto

3. Method of performing Magnetic Resonance Imaging and a Magnetic Resonance Apparatus
Publication number: 20190064299
Type: Application
Filed: August 22, 2018
Publication date: February 28, 2019
Inventors: Rene Botnar, Giulia Ginami, Radhouene Neji, Claudia Prieto

Marcos Orrego Puelma

INSTITUTO DE INGENIEROS DE CHILE

Chile, 2006

Best student award
Electrical Engineering Award

COLEGIO DE INGENIEROS DE CHILE A.G.

Chile

Electrical engineering student award
Best Student Award

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Chile

Best Student Award from the School of Engineering PUC, Class of 2005


3D Whole-heart free-breathing qBOOST-T2 mapping Milotta G.; Ginami G.; Bustin A.; Neji R.; Prieto C.; Botnar R.M. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2020)
3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST Bustin, Aurelien; Rashid, Imran; Cruz, Gastao; Hajhosseiny, Reza; Correia, Teresa; Neji, Radhouene; Rajani, Ronak; Ismail, Tevfik F.; Botnar, Rene M.; Prieto, Claudia Article ISI JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE (2020)
3D whole‐heart isotropic‐resolution motion‐compensated joint T 1 /T 2 mapping and water/fat imaging Milotta, Giorgia; Bustin, Aurelien; Jaubert, Olivier; Neji, Radhouene; Prieto, Claudia; Botnar, René M. Article Magnetic Resonance in Medicine (2020)
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography Fuin, Niccolo; Bustin, Aurelien; Küstner, Thomas; Oksuz, Ilkay; Clough, James; King, Andrew P.; Schnabel, Julia A.; Botnar, René M.; Prieto, Claudia Article Claudia Prieto (last author), first and last authors are the main authors in the field Magnetic Resonance Imaging (2020)
Accelerated free-breathing whole-heart 3D T-2 mapping with high isotropic resolution Bustin A.; Milotta G.; Ismail T.F.; Neji R.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2020)
Contrast-free high-resolution 3D magnetization transfer imaging for simultaneous myocardial scar and cardiac vein visualization Lopez, Karina; Neji, Radhouene; Mukherjee, Rahul K.; Whitaker, John; Phinikaridou, Alkystis; Razavi, Reza; Prieto, Claudia; Roujol, Sebastien; Botnar, Rene Article ISI MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE (2020)
Coronary Magnetic Resonance Angiography: Technical Innovations Leading Us to the Promised Land? Hajhosseiny, Reza; Bustin, Aurelien; Munoz, Camila; Rashid, Imran; Cruz, Gastao; Manning, Warren J.; Prieto, Claudia; Botnar, René M. Article JACC: Cardiovascular Imaging (2020)
Faster 3D saturation-recovery based myocardial T1 mapping using a reduced number of saturation points and denoising Nordio, Giovanna; Bustin, Aurelien; Odille, Freddy; Schneider, Torben; Henningsson, Markus; Prieto, Claudia; Botnar, René M.; Deniz, Cem M. Article PLOS ONE (2020)
Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging Jaubert O.; Cruz G.; Bustin A.; Schneider T.; Koken P.; Doneva M.; Rueckert D.; Botnar R.M.; Prieto C. Article ISI SCOPUS (2020)
From Compressed-Sensing to Artificial Intelligence-Based Cardiac MRI Reconstruction Bustin, Aurelien; Fuin, Niccolo; Botnar, Rene M.; Prieto, Claudia Article ISI FRONTIERS IN CARDIOVASCULAR MEDICINE (2020)
Isotropic 3D Cartesian single breath-hold CINE MRI with multi-bin patch-based low-rank reconstruction KÃ¼stner T.; Bustin A.; Jaubert O.; Hajhosseiny R.; Masci P.G.; Neji R.; Botnar R.; Prieto C. Article SCOPUS MAGNETIC RESONANCE IN MEDICINE (2020)
Motion-corrected and high-resolution anatomically assisted (MOCHA) reconstruction of arterial spin labeling MRI Mehranian, Abolfazl; McGinnity, Colm J.; Neji, Radhouene; Prieto, Claudia; Hammers, Alexander; De Vita, Enrico; Reader, Andrew J. Article ISI MAGNETIC RESONANCE IN MEDICINE (2020)
Multi-parametric liver tissue characterization using MR fingerprinting: Simultaneous T-1, T-2, T-2*, and fat fraction mapping Jaubert, Olivier; Arrieta, Cristobal; Cruz, Gastao; Bustin, Aurelien; Schneider, Torben; Georgiopoulos, Georgios; Masci, Pier-Giorgio; Sing-Long, Carlos; Botnar, Rene M.; Prieto, Claudia Article ISI MAGNETIC RESONANCE IN MEDICINE (2020)
Multi‐parametric liver tissue characterization using MR fingerprinting: Simultaneous T 1 , T 2 , T 2 *, and fat fraction mapping Jaubert, Olivier; Arrieta, Cristobal; Cruz, Gastao; Bustin, Aurélien; Schneider, Torben; Georgiopoulos, Georgios; Masci, Pier Giorgio; Sing Long, Carlos; Botnar, Rene M.; Prieto, Claudia Article Claudia Prieto (last author), first and last authors are the main authors in the field. Magnetic Resonance in Medicine (2020)
Respiratory motion-compensated high-resolution 3D whole-heart T1 rho mapping Qi H.; Bustin A.; Kuestner T.; Hajhosseiny R.; Cruz G.; Kunze K.; Neji R.; Botnar R.M.; Prieto C. Article ISI SCOPUS JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE (2020)
SIRF: Synergistic Image Reconstruction Framework Ovtchinnikov, Evgueni; Brown, Richard; Kolbitsch, Christoph; Pasca, Edoardo; da Costa-Luis, Casper; Gillman, Ashley G.; Thomas, Benjamin A.; Efthimiou, Nikos; Mayer, Johannes; Wadhwa, Palak; Ehrhardt, Matthias J.; Ellis, Sam; Jorgensen, Jakob S.; Matthews, Julian; Prieto, Claudia; Reader, Andrew J.; Tsoumpas, Charalampos; Turner, Martin; Atkinson, David; Thielemans, Kris Article ISI COMPUTER PHYSICS COMMUNICATIONS (2020)
Water-fat Dixon cardiac magnetic resonance fingerprinting Jaubert O.; Cruz G.; Bustin A.; Schneider T.; Lavin B.; Koken P.; Hajhosseiny R.; Doneva M.; Rueckert D.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2020)
Weighted Manifold Alignment using Wave Kernel Signatures for Aligning Medical Image Datasets Clough, James R.; Balfour, Daniel R.; Cruz, Gastao; Marsden, Paul K.; Prieto, Claudia; Reader, Andrew J.; King, Andrew P. Article ISI IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)
Whole-heart T1 mapping using a 2D fat image navigator for respiratory motion compensation Nordio G.; Schneider T.; Cruz G.; Correia T.; Bustin A.; Prieto C.; Botnar R.M.; Henningsson M. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2020)
3D Cartesian fast interrupted steady-state (FISS) imaging KÃ¼stner T.; Bustin A.; Jaubert O.; Neji R.; Prieto C.; Botnar R. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
3D SASHA myocardial T1 mapping with high accuracy and improved precision Nordio G.; Bustin A.; Henningsson M.; Rashid I.; Chiribiri A.; Ismail T.; Odille F.; Prieto C.; Botnar R.M. Article ISI SCOPUS MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE (2019)
Accelerated 3D T(2)w-imaging of the prostate with 1-millimeter isotropic resolution in less than 3 minutes Shankar, Rohini Vidya; Roccia, Elisa; Cruz, Gastao; Neji, Radhouene; Botnar, Rene; Prezzi, Davide; Goh, Vicky; Prieto, Claudia; Dregely, Isabel Article ISI MAGNETIC RESONANCE IN MEDICINE (2019)
Accelerated 3D T-2 mapping with dictionary-based matching for prostate imaging Roccia, Elisa; Shankar, Rohini Vidya; Neji, Radhouene; Cruz, Gastao; Munoz, Camila; Botnar, Rene; Goh, Vicky; Prieto, Claudia; Dregely, Isabel Article ISI MAGNETIC RESONANCE IN MEDICINE (2019)
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning Oksuz, Ilkay; Ruijsink, Bram; Puyol-Anton, Esther; Clough, James R.; Cruz, Gastao; Bustin, Aurelien; Prieto, Claudia; Botnar, Rene; Rueckert, Daniel; Schnabel, Julia A.; King, Andrew P. Article ISI MEDICAL IMAGE ANALYSIS (2019)
Five-minute whole-heart coronary MRA with sub-millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D-PROST reconstruction Bustin, A; Ginami, G; Cruz, G; Correia, T; Ismail, TF; Rashid, I; Neji, R; Botnar, RM; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Free-running 3D whole heart myocardial T-1 mapping with isotropic spatial resolution Qi H.; Jaubert O.; Bustin A.; Cruz G.; Chen H.; Botnar R.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Free-running simultaneous myocardial T1/T2 mapping and cine imaging with 3D whole-heart coverage and isotropic spatial resolution Qi H.; Bustin A.; Cruz G.; Jaubert O.; Chen H.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IMAGING (2019)
High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI Bustin A.; Lima da Cruz G.; Jaubert O.; Lopez K.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Molecular and Nonmolecular Magnetic Resonance Coronary and Carotid Imaging Hajhosseiny, R; Bahaei, TS; Prieto, C; Botnar, RM Article ISI ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY (2019)
Motion corrected water/fat whole-heart coronary MR angiography with 100% respiratory efficiency Munoz C.; Cruz G.; Neji R.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Multi-modal synergistic PET and MR reconstruction using mutually weighted quadratic priors Mehranian, Abolfazl; Belzunce, Martin A.; McGinnity, Colm J.; Bustin, Aurelien; Prieto, Claudia; Hammers, Alexander; Reader, Andrew J. Article ISI MAGNETIC RESONANCE IN MEDICINE (2019)
Non-contrast enhanced simultaneous 3D whole-heart bright-blood pulmonary veins visualization and black-blood quantification of atrial wall thickness Ginami, G; Lopez K.; Mukherjee, RK; Neji, R; Munoz, C; Roujol, S; Mountney, P; Razavi, R; Botnar, RM; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Respiratory motion corrected 4D flow using golden radial phase encoding Kolbitsch, Christoph; Bastkowski, Rene; Schaeffter, Tobias; Vasquez, Claudia Prieto; Weiss, Kilian; Maintz, David; Giese, Daniel Article ISI MAGNETIC RESONANCE IN MEDICINE (2019)
Respiratory- and cardiac motion-corrected simultaneous whole-heart PET and dual phase coronary MR angiography Munoz, C; Neji, R; Kunze, KP; Nekolla, SG; Botnar, RM; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Rigid motion-corrected magnetic resonance fingerprinting Cruz, G; Jaubert, O; Schneider, T; Botnar, RM; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Simultaneous 3D whole-heart bright-blood and black blood imaging for cardiovascular anatomy and wall assessment with interleaved T(2)prep-IR Milotta G.; Ginami G.; Cruz G.; Neji R.; Prieto C.; Botnar R.M. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Space-time variant weighted regularization in compressed sensing cardiac cine MRI Godino-Moya, Alejandro; Royuela-del-Val, Javier; Usman, Muhammad; Menchon-Lara, Rosa-Maria; Martin-Fernandez, Marcos; Prieto, Claudia; Alberola-Lopez, Carlos Article ISI MAGNETIC RESONANCE IMAGING (2019)
Sparsity and locally low rank regularization for MR fingerprinting Lima da Cruz G.; Bustin A.; Jaubert O.; Schneider T.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2019)
Accelerated magnetic resonance fingerprinting using soft-weighted key-hole (MRF-SOHO) Cruz, G; Schneider, T; Bruijnen, T; Gaspar, AS; Botnar, RAM; Prieto, C Article ISI SCOPUS PLOS ONE (2018)
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction Oksuz, Ilkay; Clough, James; Bustin, Aurelien; Cruz, Gastao; Prieto, Claudia; Botnar, Rene; Rueckert, Daniel; Schnabel, Julia A.; King, Andrew P.; Knoll, F; Maier, A; Rueckert, D Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2018)
Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection Oksuz, Ilkay; Ruijsink, Bram; Puyol-Anton, Esther; Bustin, Aurelien; Cruz, Gastao; Prieto, Claudia; Rueckert, Daniel; Schnabel, Julia A.; King, Andrew P.; Frangi, AF; Schnabel, JA; Davatzikos, C; AlberolaLopez, C; Fichtinger, G Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2018)
Motion-corrected simultaneous cardiac positron emission tomography and coronary MR angiography with high acquisition efficiency Munoz, C; Neji, R; Cruz, G; Mallia, A; Jeljeli, S; Reader, AJ; Botnar, RM; Prieto, C Article ISI MAGNETIC RESONANCE IN MEDICINE (2018)
Motion-corrected whole-heart PET-MR for the simultaneous visualisation of coronary artery integrity and myocardial viability: an initial clinical validation Munoz, C; Kunze, KP; Neji, R; Vitadello, T; Rischpler, C; Botnar, RM; Nekolla, SG; Prieto, C Article ISI SCOPUS EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2018)
MRI SLICE STACKING USING MANIFOLD ALIGNMENT AND WAVE KERNEL SIGNATURES Clough, James R.; Balfour, Daniel R.; Marsden, Paul K.; Prieto, Claudia; Reader, Andrew J.; King, Andrew P.; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2018)
Optimized respiratory-resolved motion-compensated 3D Cartesian coronary MR angiography Correia T.; Ginami G.; Cruz G.; Neji R.; Rashid I.; Botnar R.M.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2018)
PET-MR RESPIRATORY SIGNAL ESTIMATION USING SEMI-SUPERVISED MANIFOLD ALIGNMENT Balfour, D. R.; Clough, J. R.; Chen, X.; Belzunce, M.; Prieto, C.; Marsden, P. K.; Reader, A. J.; King, A. P.; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2018)
Simultaneous bright- and black-blood whole-heart MRI for noncontrast enhanced coronary lumen and thrombus visualization Ginami, G; Neji, R; Phinikaridou A.; Whitaker, J; Botnar, RM; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2018)
Synergistic PET and SENSE MR Image Reconstruction Using Joint Sparsity Regularization Mehranian, Abolfazl; Belzunce, Martin A.; Prieto, Claudia; Hammers, Alexander; Reader, Andrew J. Article ISI IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)
Technical note: Accelerated nonrigid motion-compensated isotropic 3D coronary MR angiography Correia, T; Cruz, G; Schneider, T; Botnar, RM; Prieto, C Article ISI SCOPUS MEDICAL PHYSICS (2018)
3D whole-heart phase sensitive inversion recovery CMR for simultaneous black-blood late gadolinium enhancement and bright-blood coronary CMR angiography Ginami, G; Neji, R; Rashid, I; Chiribiri, A; Ismail, TF; Botnar, RM; Prieto, C Article ISI SCOPUS Journal of Cardiovascular Magnetic Resonance (2017)
Free breathing whole-heart 3D CINE MRI with self-gated Cartesian trajectory Usman M.; Ruijsink B.; Nazir M.S.; Cruz G.; Prieto C. Article ISI SCOPUS MAGNETIC RESONANCE IMAGING (2017)
High-Resolution Self-Gated Dynamic Abdominal MRI Using Manifold Alignment Chen X.; Usman M.; Baumgartner C.F.; Balfour D.R.; Marsden P.K.; Reader A.J.; Prieto C.; King A.P. Article ISI SCOPUS IEEE TRANSACTIONS ON MEDICAL IMAGING (2017)
Highly efficient nonrigid motion-corrected 3D whole-heart coronary vessel wall imaging Cruz, G.; Atkinson, D.; Henningsson, M; Botnar R.M.; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2017)
PET image reconstruction using multi-parametric anato-functional priors Mehranian, Abolfazl; Belzunce, Martin A.; Niccolini, Flavia; Politis, Marios; Prieto, Claudia; Turkheimer, Federico; Hammers, Alexander; Reader, Andrew J. Article ISI PHYSICS IN MEDICINE AND BIOLOGY (2017)
Whole-Heart Single Breath-Hold Cardiac Cine: A Robust Motion-Compensated Compressed Sensing Reconstruction Method Royuela-del-Val, Javier; Usman, Muhammad; Cordero-Grande, Lucilio; Martin-Fernandez, Marcos; Simmross-Wattenberg, Federico; Prieto, Claudia; Alberola-Lopez, Carlos; Zuluaga, MA; Bhatia, K; Kainz, B; Moghari, MH; Pace, DF Article ISI BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2017)
Accelerated cardiac cine MRI using locally low rank and finite difference constraints Miao, Xin; Lingala, Sajan Goud; Guo, Yi; Jao, Terrence; Usman, Muhammad; Prieto, Claudia; Nayak, Krishna S. Article ISI MAGNETIC RESONANCE IMAGING (2016)
Accelerated Motion Corrected Three-Dimensional Abdominal MRI Using Total Variation Regularized SENSE Reconstruction Cruz, G.; Atkinson, D.; Buerger C.; Schaeffter, T.; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2016)
Accelerating dual cardiac phase images using phase encoding trajectories Letelier, K.; Urbina, J; Andía M.; Tejos, C; Irarrázaval P.; Prieto, C; Uribe, S. Article ISI SCOPUS MAGNETIC RESONANCE IMAGING (2016)
MR-Based Cardiac and Respiratory Motion-Compensation Techniques for PET-MR Imaging Munoz, Camila; Kolbitsch, Christoph; Reader, Andrew J.; Marsden, Paul; Schaeffter, Tobias; Prieto, Claudia Article ISI PET CLINICS (2016)
MULTIRESOLUTION RECONSTRUCTION OF REAL-TIME MRI WITH MOTION COMPENSATED COMPRESSED SENSING: APPLICATION TO 2D FREE-BREATHING CARDIAC MRI Royuela-del-Val, J.; Usman, M.; Cordero-Grande, L.; Martin-Fernandez, M.; Simmross-Wattenberg, F.; Prieto, C.; Alberola-Lopez, C.; IEEE Article ISI 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2016)
100% Efficient three-dimensional coronary MR angiography with two-dimensional beat-to-beat translational and bin-to-bin affine motion correction Aitken, AP; Henningsson, M; Botnar, RM; Schaeffter, T.; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2015)
Comparison of Image-Based and Reconstruction-Based Respiratory Motion Correction for Golden Radial Phase Encoding Coronary MR Angiography Paschke, NK; Dossel, O; Schaeffter, T.; Prieto, C; Kolbitsch, C Article ISI SCOPUS Journal of Magnetic Resonance Imaging (2015)
Highly Efficient Respiratory Motion Compensated Free-Breathing Coronary MRA Using Golden-Step Cartesian Acquisition Prieto, C; Doneva M.; Usman, M.; Henningsson, M; Greil G.; Schaeffter, T.; Botnar R.M. Article ISI SCOPUS JOURNAL OF MAGNETIC RESONANCE IMAGING (2015)
Manifold learning based ECG-free free-breathing cardiac CINE MRI Usman, M.; Atkinson, D.; Kolbitsch, C; Schaeffter, T.; Prieto, C Article ISI SCOPUS Journal of Magnetic Resonance Imaging (2015)
Whole left ventricular functional assessment from two minutes free breathing multi-slice CINE acquisition Usman, M.; Atkinson, D.; Heathfield, E; Greil G.; Schaeffter, T.; Prieto, C Article ISI SCOPUS Physics in Medicine and Biology (2015)
A 3D MR-acquisition scheme for nonrigid bulk motion correction in simultaneous PET-MR Kolbitsch, Christoph; Prieto, Claudia; Tsoumpas, Charalampos; Schaeffter, Tobias Article ISI MEDICAL PHYSICS (2014)
Cardiac Functional Assessment without Electrocardiogram Using Physiological Self-Navigation Kolbitsch, C; Prieto, C; Schaeffter, T. Article ISI MAGNETIC RESONANCE IN MEDICINE (2014)
Compressive Manifold Learning: Estimating One-Dimensional Respiratory Motion Directly from Undersampled k-Space Data Usman, M.; Vaillant, G; Atkinson, D.; Schaeffter, T.; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2014)
Improved UTE-based attenuation correction for cranial PET-MR using dynamic magnetic field monitoring Aitken, A. P.; Giese, D.; Tsoumpas, C.; Schleyer, P.; Kozerke, S.; Prieto, C.; Schaeffter, T. Article ISI MEDICAL PHYSICS (2014)
Retrospective Rigid Motion Correction in k-Space for Segmented Radial MRI Vaillant, G; Prieto, C; Kolbitsch, C; Penney, G; Schaeffter, T. Article ISI IEEE TRANSACTIONS ON MEDICAL IMAGING (2014)
Three-Dimensional Late Gadolinium-Enhanced MR Imaging of the Left Atrium: A Comparison of Spiral Versus Cartesian k-Space Trajectories Knowles, BR; Peters, DC; Clough, RE; Razavi, R; Schaeffter, T.; Prieto, C Article ISI JOURNAL OF MAGNETIC RESONANCE IMAGING (2014)
Whole-Heart Coronary MRA with 3D Affine Motion Correction Using 3D Image-Based Navigation Henningsson, M; Prieto, C; Chiribiri A.; Vaillant, G; Razavi, R; Botnar, RM Article ISI MAGNETIC RESONANCE IN MEDICINE (2014)
Calcium (Ca2+) waves data calibration and analysis using image processing techniques Milovic C.; Oses, C; Villalón M.; Uribe, S.; Lizama C.; Prieto, C; Andia, ME; Irarrázaval P.; Tejos, C Article ISI SCOPUS BMC Bioinformatics (2013)
Group Sparse Reconstruction Using Intensity-Based Clustering Prieto, C; Usman, M.; Wild, JM; Kozerke, S.; Batchelor, PG; Schaeffter, T. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2013)
Highly efficient 3D motion-compensated abdomen MRI from undersampled golden-RPE acquisitions Buerger C.; Prieto, C; Schaeffter, T. Article ISI SCOPUS Magnetic Resonance Materials in Physics, Biology and Medicine (2013)
Motion corrected compressed sensing for free-breathing dynamic cardiac MRI Usman, M.; Atkinson, D.; Odille F.; Kolbitsch, C; Vaillant, G; Schaeffter, T.; Batchelor, PG; Prieto, C Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2013)
Accelerating three-dimensional molecular cardiovascular MR imaging using compressed sensing Prieto, C; Andia M.E.; von Bary, C.; Onthank D.C.; Schaeffter, T.; Botnar R.M. Article ISI SCOPUS Journal of Magnetic Resonance Imaging (2012)
Nonrigid Motion Modeling of the Liver From 3-D Undersampled Self-Gated Golden-Radial Phase Encoded MRI Buerger C.; Clough R.E.; King, A. P.; Schaeffter, T.; Prieto, C Article ISI SCOPUS IEEE Transactions on Medical Imaging (2012)
Prospective high-resolution respiratory-resolved whole-heart MRI for image-guided cardiovascular interventions Kolbitsch, Christoph; Prieto, Claudia; Buerger, Christian; Harrison, James; Razavi, Reza; Smink, Jouke; Schaeffter, Tobias Article ISI MAGNETIC RESONANCE IN MEDICINE (2012)
Whole-heart coronary MR angiography with 2D self-navigated image reconstruction Henningsson, Markus; Koken, Peter; Stehning, Christian; Razavi, Reza; Prieto, Claudia; Botnar, René M. Article ISI MAGNETIC RESONANCE IN MEDICINE (2012)
A computationally efficient OMP-based compressed sensing reconstruction for dynamic MRI Usman, M.; Prieto, C.; Odille, F.; Atkinson, D.; Schaeffter, T.; Batchelor, P. G. Article ISI PHYSICS IN MEDICINE AND BIOLOGY (2011)
Highly Efficient Whole-Heart Imaging Using Radial Phase Encoding-Phase Ordering With Automatic Window Selection Kolbitsch, Christoph; Prieto, Claudia; Smink, Jouke; Schaeffter, Tobias Article ISI MAGNETIC RESONANCE IN MEDICINE (2011)
k-t Group Sparse: A Method for Accelerating Dynamic MRI Usman, M.; Prieto, C; Schaeffter, T.; Batchelor, PG Article ISI MAGNETIC RESONANCE IN MEDICINE (2011)
TRIO a Technique for Reconstruction Using Intensity Order: Application to Undersampled MRI Ramírez L.; Prieto, C; Sing-Long, C; Uribe, S.; Batchelor, P.; Tejos, C; Irarrázaval P. Article ISI SCOPUS IEEE Transactions on Medical Imaging (2011)
3D Undersampled Golden-Radial Phase Encoding for DCE-MRA Using Inherently Regularized Iterative SENSE Prieto, C; Uribe, S.; Razavi, R; Atkinson, D.; Schaeffter, T. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2010)
Model-Based Reconstruction for Cardiac Cine MRI Without ECG or Breath Holding Odille, Freddy; Uribe, Sergio; Batchelor, Philip G.; Prieto, Claudia; Schaeffter, Tobias; Atkinson, David Article ISI MAGNETIC RESONANCE IN MEDICINE (2010)
Whole-Heart Imaging Using Undersampled Radial Phase Encoding (RPE) and Iterative Sensitivity Encoding (SENSE) Reconstruction Boubertakh, R.; Prieto, C.; Batchelor, P. G.; Uribe, S.; Atkinson, D.; Eggers, H.; Sorensen, T. S.; Hansen, M. S.; Razavi, R. S.; Schaeffter, T. Article ISI MAGNETIC RESONANCE IN MEDICINE (2009)
Motion estimation applied to reconstruct undersampled dynamic MRI Prieto C.; Guarini, M; Hajnal, J; Irarrazaval P. Article SUSTAINING TEL: FROM INNOVATION TO LEARNING AND PRACTICE (2007)
Reconstruction of undersampled dynamic images by modeling the motion of object elements Prieto C.; Batchelor, PG; Hill, DLG; Hajnal, JV; Guarini, M; Irarrazaval P. Article MAGNETIC RESONANCE IN MEDICINE (2007)
Reconstruction of undersampled dynamic images by modeling the motion of object elements Prieto, C; Batchelor, PG; Hill, DLG; Hajnal, JV; Guarini, M.; Irarrázaval P. Article ISI SCOPUS MAGNETIC RESONANCE IN MEDICINE (2007)


Motion estimation applied to reconstruct undersampled dynamic MRI Prieto, C; Guarini, M.; Irarrázaval P.; Hajnal, J ConferencePaper BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II (2007)


EPSRC Centre for Doctoral Training in Smart Medical Imaging at King's College London and Imperial College London Julia Schnabel; Prieto, Claudia Proyecto (2019)
Gadolinium-free multi-contrast 3D whole-heart MRI for improved management of patients with congenital heart disease Prieto, Claudia Proyecto (2019)
A Framework for Efficient Synergistic Spatiotemporal Reconstruction of PET-MR Dynamic Data Kris Thielemans; Prieto, Claudia Proyecto (2017)
EPSRC Multidimensional and Multiparametric Quantitative Cardiac MRI from Continuous Free-Breathing Acquisition Prieto, Claudia; Botnar, Rene Proyecto (2017)
EPSRC SmartHeart: Next-generation cardiovascular healthcare via integrated image acquisition, reconstruction, analysis and learning Rueckert, Daniel; Prieto, Claudia Proyecto (2016)
FREE BREATHING 3D CARDIAC MULTIPARAMETRIC MAGNETIC RESONANCE FINGERPRINTING Prieto, Claudia Proyecto (2016)
Motion Corrected Reconstruction for 3D Cardiac Simultaneous PET-MR imaging: Towards Efficient Assessment of Coronary Artery Disease Prieto, Claudia Proyecto (2016)
Accelerated 3D Cardiac Functional Assessment using Cardiac Self-gating and Undersampled Respiratory Motion Compensation Techniques Medical Research Council Foundation (C0510) Proyecto 2015-2016 Inv. Principal
Computational Collaborative Project in Synergistic PET-MR Reconstruction EPRSC (EP/M022587/1) Proyecto 2015-2017 Coinvestigador(a)
PET-MR Motion Correction Based Purely on Routine Clinical Scans EPSRC (EP/M009319/1) Proyecto 2015-2017 Coinvestigador(a)
Simultaneous PET-MR Modeling and Reconstruction for Imaging Brain Disorders EPSRC (EP/M020142/1) Proyecto 2015-2017 Coinvestigador(a)
3D Free-breathing MRI with High Scan Efficiency for Assessment of Cardiovascular Disease=> Combining Acceleration and Motion Correction Techniques Medical Research Council (MR/L009676/1) Proyecto 2014-2017 Inv. Principal
DEVELOPMENT OF CONTRAST-FREE MAGNETIC RESONANCE ANGIOGRAPHY AND TISSUE PERFUSION TECHNIQUES FONDECYT (1130379) Proyecto 2013-2016 Coinvestigador(a)
Latin American MR e-learning Platform RSNA (ESCH1229) Proyecto 2013-2016 Coinvestigador(a)
HIGHLY EFFICIENT RESPIRATORY MOTION COMPENSATION FOR CORONARY MR ANGIOGRAPHY FONDECYT (11110053) Proyecto 2011-2014 Inv. Responsable
Towards Reliable Diffusion MRI of Moving Organs EPSRC (EP/I018808/1) Proyecto 2011-2016 Investigador(a)
Intelligent Imaging=> Motion, Form and Function Across Scale EPSRC (EP/H046410/1) Proyecto 2010-2015 Coinvestigador(a)


Cardiac Magnetic Resonance Fingerprinting: Technical Developments and Initial Clinical Validation Cruz G.; Jaubert O.; Botnar R.M.; Prieto C. Review ISI SCOPUS CURRENT CARDIOLOGY REPORTS (2019)