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Claudia Prieto

Researcher Next ID · RN-041644

Researcher · Medicine

Pontificia Universidad Católica de Chile

Santiago, Poland

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Accepting doctoral researchersFunding unknown
Works count
441
Citation count
6,021
H-index
45
i10-index
131

Research interests

Medicine
Physics and Astronomy
Advanced MRI Techniques and Applications
Cardiac Imaging and Diagnostics
Medical Imaging Techniques and Applications
Atomic and Subatomic Physics Research
Cardiovascular Function and Risk Factors

Publications

  • A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

    ACM Computing Surveys · 2022 · 10.1145/3522747

  • A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

    ACM Computing Surveys · 2022 · 10.1145/3522747

  • A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images

    ACM Computing Surveys · 2022 · 10.1145/3522747

  • Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute

    Magnetic Resonance in Medicine · 2021 · 10.1002/mrm.28911

  • Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute

    Magnetic Resonance in Medicine · 2021 · 10.1002/mrm.28911

  • Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute

    Magnetic Resonance in Medicine · 2021 · 10.1002/mrm.28911

  • Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation

    IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.3008930

  • Multi‐parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping

    Magnetic Resonance in Medicine · 2020 · 10.1002/mrm.28311

  • 3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST

    Journal of Cardiovascular Magnetic Resonance · 2020 · 10.1186/s12968-020-00611-5

  • Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation

    IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.3008930

  • Multi‐parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping

    Magnetic Resonance in Medicine · 2020 · 10.1002/mrm.28311

  • Multi‐parametric liver tissue characterization using MR fingerprinting: Simultaneous T1, T2, T2*, and fat fraction mapping

    Magnetic Resonance in Medicine · 2020 · 10.1002/mrm.28311

  • From Compressed-Sensing to Artificial Intelligence-Based Cardiac MRI Reconstruction

    Frontiers in Cardiovascular Medicine · 2020 · 10.3389/fcvm.2020.00017

  • Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation

    IEEE Transactions on Medical Imaging · 2020 · 10.1109/tmi.2020.3008930

  • 3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST

    Journal of Cardiovascular Magnetic Resonance · 2020 · 10.1186/s12968-020-00611-5

  • CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

    Scientific Reports · 2020 · https://doi.org/10.1038/s41598-020-70551-8

  • 3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST

    Journal of Cardiovascular Magnetic Resonance · 2020 · 10.1186/s12968-020-00611-5

  • Sparsity and locally low rank regularization for MR fingerprinting

    Magnetic Resonance in Medicine · 2019 · 10.1002/mrm.27665

  • High‐dimensionality undersampled patch‐based reconstruction (HD‐PROST) for accelerated multi‐contrast MRI

    Magnetic Resonance in Medicine · 2019 · 10.1002/mrm.27694

  • Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

    Medical Image Analysis · 2019 · 10.1016/j.media.2019.04.009

  • Sparsity and locally low rank regularization for MR fingerprinting

    Magnetic Resonance in Medicine · 2019 · 10.1002/mrm.27665

  • Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

    Medical Image Analysis · 2019 · 10.1016/j.media.2019.04.009

  • Sparsity and locally low rank regularization for MR fingerprinting

    Magnetic Resonance in Medicine · 2019 · 10.1002/mrm.27665

  • Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

    Medical Image Analysis · 2019 · 10.1016/j.media.2019.04.009

  • Five‐minute whole‐heart coronary MRA with sub‐millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D‐PROST reconstruction

    Magnetic Resonance in Medicine · 2018 · https://doi.org/10.1002/mrm.27354

  • Free breathing whole-heart 3D CINE MRI with self-gated Cartesian trajectory

    Magnetic Resonance Imaging · 2016 · 10.1016/j.mri.2016.12.021

  • Free breathing whole-heart 3D CINE MRI with self-gated Cartesian trajectory

    Magnetic Resonance Imaging · 2016 · 10.1016/j.mri.2016.12.021

  • Free breathing whole-heart 3D CINE MRI with self-gated Cartesian trajectory

    Magnetic Resonance Imaging · 2016 · 10.1016/j.mri.2016.12.021

  • Highly efficient nonrigid motion‐corrected 3D whole‐heart coronary vessel wall imaging

    Magnetic Resonance in Medicine · 2016 · 10.1002/mrm.26274

  • Accelerated motion corrected three‐dimensional abdominal MRI using total variation regularized SENSE reconstruction

    Magnetic Resonance in Medicine · 2015 · 10.1002/mrm.25708

  • Accelerated motion corrected three‐dimensional abdominal MRI using total variation regularized SENSE reconstruction

    Magnetic Resonance in Medicine · 2015 · 10.1002/mrm.25708

  • Accelerated motion corrected three‐dimensional abdominal MRI using total variation regularized SENSE reconstruction

    Magnetic Resonance in Medicine · 2015 · 10.1002/mrm.25708

  • Highly efficient respiratory motion compensated free‐breathing coronary mra using golden‐step Cartesian acquisition

    Journal of Magnetic Resonance Imaging · 2014 · 10.1002/jmri.24602

  • Motion corrected compressed sensing for free‐breathing dynamic cardiac MRI

    Magnetic Resonance in Medicine · 2012 · 10.1002/mrm.24463

  • Whole‐heart coronary MR angiography with 2D self‐navigated image reconstruction

    Magnetic Resonance in Medicine · 2011 · https://doi.org/10.1002/mrm.23027

  • k‐t group sparse: A method for accelerating dynamic MRI

    Magnetic Resonance in Medicine · 2011 · 10.1002/mrm.22883

  • k‐t group sparse: A method for accelerating dynamic MRI

    Magnetic Resonance in Medicine · 2011 · 10.1002/mrm.22883

  • k‐t group sparse: A method for accelerating dynamic MRI

    Magnetic Resonance in Medicine · 2011 · 10.1002/mrm.22883

Current projects

    No projects listed.