基于太赫兹的自主机器人体内皮肤传感:PicoBot。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Anubhav Dogra, Dominic Jones, Arturo Ignacio Hernandez Serrano, Shruti Chakraborty, Jacob Joshua Young, Benjamin George Page, Joseph Hardwicke, Pietro Valdastri, Emma Pickwell-MacPherson
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引用次数: 0

摘要

太赫兹(THz)光具有对水非常敏感、不电离和亚毫米深度分辨率的独特特性,使其适用于医学成像。包括湿疹、牛皮癣和皮肤癌在内的皮肤病影响了很大比例的人口,我们一直在开发一种太赫兹探针来帮助他们的诊断、治疗和管理。我们的体内研究一直使用手持式太赫兹探针,但这很容易因感觉运动扰动和震颤而产生位置误差,从而导致空间不精确的测量和接触压力的显著变化。随着操作人员对设备使用时间的延长,这些错误会进一步加剧。因此,需要一个机器人系统来调整关键参数,并实现精确和可重复的皮肤测量。本文提出了一种自主机器人太赫兹采集系统,PicoBot,设计用于基于皮肤中的水合水平对健康和患病皮肤状况进行无创诊断。PicoBot可以3D扫描并分割出皮肤表面感兴趣的区域,精确定位(±0.5/1 mm/度)探头与表面的垂直位置,并施加所需的力(±0.1N),以在太赫兹数据采集过程中保持所需的60秒的牢固接触。机器人自动化提高了采集太赫兹信号的稳定性,与手持模式相比,在1太赫兹时将幅度波动的标准偏差降低了四倍以上。我们展示了志愿者在身体各个部位(如前臂掌侧、前额、脸颊和手部)健康和干燥皮肤条件下的皮肤测量结果。与手动测量设置相比,所进行的测试验证了该概念的临床前可行性以及使用PicoBot的鲁棒性和优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards autonomous robotic THz-based in vivo skin sensing: the PicoBot.

Terahertz (THz) light has the unique properties of being very sensitive to water, non-ionizing, and having sub-millimeter depth resolution, making it suitable for medical imaging. Skin conditions including eczema, psoriasis and skin cancer affect a high percentage of the population and we have been developing a THz probe to help with their diagnosis, treatment and management. Our in vivo studies have been using a handheld THz probe, but this has been prone to positional errors through sensorimotor perturbations and tremors, giving spatially imprecise measurements and significant variations in contact pressure. As the operator tires through extended device use, these errors are further exacerbated. A robotic system is therefore needed to tune the critical parameters and achieve accurate and repeatable measurements of skin. This paper proposes an autonomous robotic THz acquisition system, the PicoBot, designed for non-invasive diagnosis of healthy and diseased skin conditions, based on hydration levels in the skin. The PicoBot can 3D scan and segment out the region of interest on the skin's surface, precisely position (± 0.5/1 mm/degrees) the probe normal to the surface, and apply a desired amount of force (± 0.1N) to maintain firm contact for the required 60 s during THz data acquisition. The robotic automation improves the stability of the acquired THz signals, reducing the standard deviation of amplitude fluctuations by over a factor of four at 1 THz compared to hand-held mode. We show THz results for skin measurements of volunteers with healthy and dry skin conditions on various parts of the body such as the volar forearm, forehead, cheeks, and hands. The tests conducted validate the preclinical feasibility of the concept along with the robustness and advantages of using the PicoBot, compared to a manual measurement setup.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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