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    Chapter and Conference Paper

    Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps

    Cardiac Resynchronization Therapy (CRT) is a treatment aimed at restoring the electrical synchronization in patients with heart failure and intraventricular conduction delay. However, over 30% of patients do n...

    Marta Saiz-Vivó, Isaac Capallera in Functional Imaging and Modeling of the Hea… (2023)

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    Chapter and Conference Paper

    Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage

    Atrial Fibrillation (AF) is the most common cardiac arrhythmia, and it is associated with an increased risk of embolic stroke. It is known that AF-related thrombus formation occurs predominantly in the left at...

    Marta Saiz-Vivó, Jord Mill, Josquin Harrison in Statistical Atlases and Computational Mode… (2022)