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Reference-free determination of tissue absorption coefficient by modulation transfer function characterization in spatial frequency domain

机译:在空间频域中通过调制传递函数表征无参考确定组织吸收系数

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摘要

Background Spatial frequency domain (SFD) measurement allows rapid and non-contact wide-field imaging of the tissue optical properties, thus has become a potential tool for assessing physiological parameters and therapeutic responses during photodynamic therapy of skin diseases. The conventional SFD measurement requires a reference measurement within the same experimental scenario as that for a test one to calibrate mismatch between the real measurements and the model predictions. Due to the individual physical and geometrical differences among different tissues, organs and patients, an ideal reference measurement might be unavailable in clinical trials. To address this problem, we present a reference-free SFD determination of absorption coefficient that is based on the modulation transfer function (MTF) characterization. Methods Instead of the absolute amplitude that is used in the conventional SFD approaches, we herein employ the MTF to characterize the propagation of the modulated lights in tissues. With such a dimensionless relative quantity, the measurements can be naturally corresponded to the model predictions without calibrating the illumination intensity. By constructing a three-dimensional database that portrays the MTF as a function of the optical properties (both the absorption coefficient μ a and the reduced scattering coefficient (mu^{prime}_{s}) ) and the spatial frequency, a look-up table approach or a least-square curve-fitting method is readily applied to recover the absorption coefficient from a single frequency or multiple frequencies, respectively. Results Simulation studies have verified the feasibility of the proposed reference-free method and evaluated its accuracy in the absorption recovery. Experimental validations have been performed on homogeneous tissue-mimicking phantoms with μ a ranging from 0.01 to 0.07?mm?1 and (mu^{prime}_{s}) =?1.0 or 2.0?mm?1. The results have shown maximum errors of 4.86 and 7% for (mu^{prime}_{s}) =?1.0?mm?1 and (mu^{prime}_{s}) =?2.0?mm?1, respectively. We have also presented quantitative ex vivo imaging of human lung cancer in a subcutaneous xenograft mouse model for further validation, and observed high absorption contrast in the tumor region. Conclusions The proposed method can be applied to the rapid and accurate determination of the absorption coefficient, and better yet, in a reference-free way. We believe this reference-free strategy will facilitate the clinical translation of the SFD measurement to achieve enhanced intraoperative hemodynamic monitoring and personalized treatment planning in photodynamic therapy.
机译:背景空间频域(SFD)测量允许对组织光学特性进行快速且非接触式的宽视野成像,因此已成为一种在评估皮肤疾病的光动力治疗过程中生理参数和治疗反应的潜在工具。常规的SFD测量需要在与实验相同的实验场景中进行参考测量,以校准实际测量结果与模型预测之间的不匹配。由于不同组织,器官和患者之间的个体物理和几何差异,因此在临床试验中可能无法获得理想的参考测量值。为了解决这个问题,我们提出了基于调制传递函数(MTF)表征的吸收系数的无参考SFD测定。方法代替传统的SFD方法中使用的绝对振幅,我们在这里采用MTF来表征调制光在组织中的传播。利用这种无量纲的相对量,测量结果自然可以与模型预测相对应,而无需校准照明强度。通过构建一个将MTF描绘为光学特性的函数的三维数据库(吸收系数μ a 和减小的散射系数( mu ^ { prime} _ {s} ))和空间频率,分别采用查找表方法或最小二乘曲线拟合方法从单个频率或多个频率中恢复吸收系数。结果仿真研究已经验证了所提出的无参考方法的可行性,并评估了其在吸收回收率中的准确性。已对均质的模仿组织的幻像进行了实验验证,幻像的μ a 在0.01到0.07?mm ?1 和( mu ^ { prime} _ {s } )=?1.0或2.0?mm ?1 。结果显示( mu ^ { prime} _ {s} )=?1.0?mm ?1 和( mu ^ { prime } _ {s} )=?2.0?mm ?1 。我们还提出了在皮下异种移植小鼠模型中人类肺癌的定量离体成像,以进行进一步验证,并观察到了肿瘤区域的高吸收对比。结论所提出的方法可用于快速,准确地测定吸收系数,而且更好,而且是一种无参考方法。我们相信这种无参考的策略将有助于SFD测量的临床翻译,以实现增强的术中血流动力学监测和光动力疗法的个性化治疗计划。

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