人体心血管系统患者特异性1D模型

I. Kiselev, F. Kolpakov, E. Biberdorf, V. Baranov, T. G. Komlyagina, I. Suvorova, V. Melnikov, S. Krivoschekov
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引用次数: 2

摘要

本文讨论了一维血流动力学模型的参数个性化技术,并对1546例检查患者的生理数据进行了验证。采用不同的参数组合,以预测收缩压和舒张压的质量作为主要验证标准。结果表明,通过适当的个性化,该模型可以提供足够的预测(相关性接近0.9),其中决定性作用由总外围电阻参数起作用。同时,大动脉参数在预测中作用不显著。
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Patient-specific 1D model of the human cardiovascular system
A technique of parameter personalization of a 1d hemodynamic model is discussed and validated against physiological data of 1546 examined patients. Different parameter combinations were used, with the quality of prediction of the systolic and diastolic pressures used as the principle validation criterion. It is shown that with an appropriate personalization the model can provide adequate predictions (correlations near 0.9), where the decisive role is played by the total peripheral resistance parameter. Meanwhile parameters of the largest arteries do not play a significant role in the prediction.
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