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Ivana Išgum

ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging

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Apr 30, 2024
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Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

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Nov 24, 2023
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Predicting Age from White Matter Diffusivity with Residual Learning

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Nov 06, 2023
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Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction using Mesh Priors

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Oct 17, 2023
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Robust deformable image registration using cycle-consistent implicit representations

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Oct 03, 2023
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Deep Learning-Based Prediction of Fractional Flow Reserve along the Coronary Artery

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Aug 09, 2023
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Generative Models for Reproducible Coronary Calcium Scoring

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May 24, 2022
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Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI

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Feb 18, 2022
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AI for Calcium Scoring

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May 24, 2021
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Automatic segmentation with detection of local segmentation failures in cardiac MRI

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Nov 13, 2020
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