Publications by authors named "Clara Herrero-Martin"
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Synopsis of recent research by authors named "Clara Herrero-Martin"
- Clara Herrero-Martin's research primarily focuses on enhancing electrocardiographic imaging (ECGI) techniques, with a particular emphasis on the challenges associated with regularization parameter selection in complex cardiac geometries.
- Her studies highlight a novel approach using Tikhonov regularization and L-curve optimization to tackle signal and geometrical uncertainties, improving the accuracy of ECGI for characterizing atrial and ventricular arrhythmias.
- Herrero-Martin is also pioneering the use of Physics-Informed Neural Networks (EP-PINNs) to effectively estimate cardiac electrophysiological properties from limited data, demonstrating significant potential for clinical applications in diagnosing and managing arrhythmias such as atrial fibrillation.
