利用扭转波弹性成像技术重建健康人体皮肤的开尔文-伏依格特分数和弹力壶生物标记。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-06-01 Epub Date: 2024-02-06 DOI:10.1007/s13246-024-01387-z
Yousef Almashakbeh, Hirad Shamimi, Inas H Faris, José M Cortés, Antonio Callejas, Guillermo Rus
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引用次数: 0

摘要

本文介绍了一种利用概率反问题(PIP)技术和扭转波弹性成像(TWE)流变模型重建皮肤参数的新方法。对理论、飞行时间(TOF)和全信号波形(FSW)方法进行了全面的比较和分析。目的是确定估算机械参数的最有效方法。最初,通过应用和比较弹簧壶(SP)和凯文-沃伊特分数导数(KVFD)这两种模型,确定了模拟皮肤组织行为的最合适流变模型。使用选定的流变模型开发了一个数值模型。利用 TWE 传感器收集 15 名志愿者的实验数据对于获得重建过程中的重要信息至关重要。研究样本包括 5 名男性和 10 名女性受试者,年龄从 25 岁到 60 岁不等。实验在参与者的前臂腹侧区域进行。使用 PIP 技术重建皮肤组织参数。实验结果与数值结果进行了比较。实验中使用了三种方法(理论、TOF、FSW)。然后将 TOF 和 FSW 的功效与理论方法进行了比较。研究结果表明,FSW 和 TOF 技术成功地重建了所有模型的皮肤组织参数。SP 模型的皮肤组织[公式:见正文]值在 8 到 12 [公式:见正文]之间,TOF 重建参数也表明了这一点。KVFD 模型发现的[公式:见正文]值从 4.1 到 9.3 不等[公式:见正文]。KVFD 模型生成的[公式:见正文]值介于 0.61 和 96.86 千帕之间。然而,FSW 参数显示,SP 模型的皮肤组织[公式:见正文]值在 7.8 至 12 [公式:见正文]之间。KVFD 模型确定的[公式:见正文]值介于 6.3 和 9.5 之间[公式:见正文]。KVFD 模型得出的[公式:见正文]值介于 26.02 和 122.19 千帕之间。结果表明,最能描述表皮性质的流变模型是 SP 模型,该模型非常简单,只需要两个参数,而 KVFD 模型需要三个参数。因此,这项工作为皮肤病学领域提供了宝贵的补充,并可能对临床实践产生影响。
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Healthy human skin Kelvin-Voigt fractional and spring-pot biomarkers reconstruction using torsional wave elastography.

This paper presents a novel method for reconstructing skin parameters using Probabilistic Inverse Problem (PIP) techniques and Torsional Wave Elastography (TWE) rheological modeling. A comprehensive examination was conducted to compare and analyze the theoretical, time-of-flight (TOF), and full-signal waveform (FSW) approaches. The objective was the identification of the most effective method for the estimation of mechanical parameters. Initially, the most appropriate rheological model for the simulation of skin tissue behavior was determined through the application and comparison of two models, spring pot (SP) and Kevin Voigt fractional derivative (KVFD). A numerical model was developed using the chosen rheological models. The collection of experimental data from 15 volunteers utilizing a TWE sensor was crucial for obtaining significant information for the reconstruction process. The study sample consisted of five male and ten female subjects ranging in age from 25 to 60 years. The procedure was performed on the ventral forearm region of the participants. The process of reconstructing skin tissue parameters was carried out using PIP techniques. The experimental findings were compared with the numerical results. The three methods considered (theoretical, TOF, FSW) have been used. The efficacy of TOF and FSW was then compared with theoretical method. The findings of the study demonstrate that the FSW and TOF techniques successfully reconstructed the parameters of the skin tissue in all of the models. The SP model's the skin tissue η values ranged from 8 to 12 P a · s , as indicated by the TOF reconstruction parameters. η values found by the KVFD model ranged from 4.1 to 9.3 P a · s . The μ values generated by the KVFD model range between 0.61 and 96.86 kPa. However, FSW parameters reveal that skin tissue η values for the SP model ranged from 7.8 to 12 P a · s . The KVFD model determined η values between 6.3 and 9.5 P a · s . The KVFD model presents μ values ranging between 26.02 and 122.19 kPa. It is shown that the rheological model that best describes the nature of the skin is the SP model and its simplicity as it requires only two parameters, in contrast to the three parameters required by the KVFD model. Therefore, this work provides a valuable addition to the area of dermatology, with possible implications for clinical practice.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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