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Smoothness and continuity of cost functionals for ECG mismatch computation. (arXiv:2201.04487v1 [physics.med-ph])
Jan. 13, 2022, 2:10 a.m. | Thomas Grandits, Simone Pezzuto, Gernot Plank
cs.LG updates on arXiv.org arxiv.org
The field of cardiac electrophysiology tries to abstract, describe and
finally model the electrical characteristics of a heartbeat. With recent
advances in cardiac electrophysiology, models have become more powerful and
descriptive as ever. However, to advance to the field of inverse
electrophysiological modeling, i.e. creating models from electrical
measurements such as the ECG, the less investigated field of smoothness of the
simulated ECGs w.r.t. model parameters need to be further explored. The present
paper discusses smoothness in terms of the …
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