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 advancing electrocardiographic imaging (ECGI) techniques for better characterization and diagnosis of cardiac arrhythmias, particularly atrial fibrillation, by addressing challenges in inverse electrogram reconstruction and tissue property estimation.
- Recent work introduces a new methodology for optimizing the selection of regularization parameters in ECGI to enhance accuracy in the face of signal noise and geometric inaccuracies, significantly contributing to the reliability of cardiac mapping technologies.
- Herrero Martin's development of EP-PINNs (Physics Informed Neural Networks) demonstrates a novel approach to accurately simulate cardiac action potentials and estimate electrophysiological parameters, providing valuable insights for clinical applications in arrhythmia diagnosis and treatment.
