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The Use of the Simulation Results as a priori Information to Solve the Inverse Problem of Electrocardiography for a Patient

机译:使用模拟结果作为解决患者心电图逆问题的先验信息

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In the present work the epicardial potential distribution for an individual patient provided by the solution of the linear inverse problem of electrocardiography are shown. To obtain the solution, the Twomey regularization as well as the stochastic regularization were used. Both methods require a priori estimations. These estimations were provided by means of simulation of the cardiac activity on a personalized electrophysiological model of the patient. To estimate the quality of the results provided by each method, the inverse problem was solved with the simulated ECG, the solution being compared with the epicardial potentials obtained from the simulation. Twomey regularization tends to provide the better correspondence than the conventional Tikhonov 0-order regularization. The stochastic regularization provides the best correspondence with the reference data, being the most time-consuming of all the methods under consideration. Solving the inverse problem of electrocardiography provides a physician with the useful information about the electrophysiological processes in the heart of a patient.
机译:在本作工作中,示出了通过心电图线性逆问题提供的个体患者的心外膜电位分布。为了获得解决方案,使用了Twomey正则化以及随机正则化。两种方法都需要先验估计。通过对患者的个性化电生理模型的心脏活性的模拟来提供这些估计。为了估计每种方法提供的结果的质量,用模拟的ECG解决了逆问题,该溶液与从模拟中获得的外膜电位进行比较。 Twomey Regularzization倾向于提供比传统的Tikhonov 0阶正则化的更好的对应。随机正则化提供了与参考数据的最佳对应关系,是最耗时的所有方法所考虑的方法。求解心电图的逆问题提供了医生,其中有关于患者心脏的电生理过程的有用信息。

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