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In silico Modeling and Global Optimization of Dynamic Bio-optical Processes for Probing, in vivo, Biological Features of Neoplasia

机译:在探测肿瘤的硅模型和全局优化动态生物光学过程中的探讨,体内肿瘤生物学特征

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We present the first in silico simulation of biomarker uptake kinetics and of the associated dynamic optical signals, measured in vivo in neoplastic epithelial tissue. We introduce a new, non-invasive method for estimating and mapping of both structural and functional, neoplasia-correlated parameters. The method relies on model-based fitting of dynamic optical signals, measured in vivo, and on solving the inverse problem with the aid of global sensitivity analysis and global optimization approaches.
机译:我们在生物标志物摄取动力学和相关动态光学信号中介绍了第一硅模拟,在肿瘤上皮组织中测得的。我们介绍了一种新的非侵入性方法,用于估算结构和功能,瘤形成相关参数。该方法依赖于基于模型的动态光学信号拟合,在体内测量,借助于全局敏感性分析和全局优化方法解决逆问题。

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