Digital image processing for evaluating the impact of designated nanoparticles in biomedical applications

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Rami Baazeem, P. Maheshwary, D. Binjawhar, K. Gulati, Shubham Joshi, Stephen Ojo, P. Pareek, Prashant Kumar Shukla
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Abstract

Nanomaterials are finding increasingly diverse medical uses as technology advances. Researchers are constantly being introduced to new and improved methods, and these applications see widespread use for both diagnostic and therapeutic purposes. Early disease detection, efficient drug delivery, cosmetics and health care products, biosensors, miniaturisation techniques, surface improvement in implantable biomaterials, improved nanofibers in medical textiles, etc. are all examples of how biomedical nanotechnology has made a difference in the medical field. The nanoparticles are introduced deliberately for therapeutic purposes or accidentally from the environment; they will eventually reach and penetrate the human body. The exposed nanoparticles interact with human blood, which carries them to various tissues. An essential aspect of blood rheology in the microcirculation is its malleability. As a result, nanomaterial may cause structural abnormalities in erythrocytes. Echinocyte development is a typical example of an induced morphological alteration. The length of time it takes for these side effects to disappear after taking a nano medication also matters. Haemolyses could result from the dangerous concentration. In this experiment, human blood is exposed to varying concentrations of chosen nanomaterial with potential medical applications. The morphological modifications induced were studied by looking at images of erythrocyte cells. That’s a picture of a cell taken using a digital optical microscope, by the way. We used MATLAB, an image-analysis programme, to study the morphometric features. Human lymphocyte cells were used in the cytotoxic analysis.
用于评估指定纳米颗粒在生物医学应用中的影响的数字图像处理
随着技术的进步,纳米材料的医疗用途越来越多样化。研究人员不断被引入新的和改进的方法,这些应用被广泛用于诊断和治疗目的。早期疾病检测、高效药物输送、化妆品和医疗保健产品、生物传感器、微型化技术、可植入生物材料的表面改进、医用纺织品中的改进纳米纤维等都是生物医学纳米技术如何在医疗领域发挥作用的例子。纳米颗粒是为了治疗目的而故意引入的,或者是偶然从环境中引入的;它们最终会到达并穿透人体。暴露的纳米颗粒与人体血液相互作用,人体血液将它们携带到各种组织中。微循环中血液流变学的一个重要方面是其延展性。因此,纳米材料可能导致红细胞结构异常。棘突细胞的发育是诱导的形态学改变的典型例子。服用纳米药物后,这些副作用消失所需的时间长短也很重要。危险浓度可能导致溶血。在这个实验中,人类血液暴露在不同浓度的选定纳米材料中,具有潜在的医学应用。通过观察红细胞的图像来研究诱导的形态学改变。顺便说一下,这是一张用数字光学显微镜拍摄的细胞照片。我们使用MATLAB,一个图像分析程序,来研究形态计量特征。使用人淋巴细胞进行细胞毒性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Intelligent Data Analysis
Intelligent Data Analysis 工程技术-计算机:人工智能
CiteScore
2.20
自引率
5.90%
发文量
85
审稿时长
3.3 months
期刊介绍: Intelligent Data Analysis provides a forum for the examination of issues related to the research and applications of Artificial Intelligence techniques in data analysis across a variety of disciplines. These techniques include (but are not limited to): all areas of data visualization, data pre-processing (fusion, editing, transformation, filtering, sampling), data engineering, database mining techniques, tools and applications, use of domain knowledge in data analysis, big data applications, evolutionary algorithms, machine learning, neural nets, fuzzy logic, statistical pattern recognition, knowledge filtering, and post-processing. In particular, papers are preferred that discuss development of new AI related data analysis architectures, methodologies, and techniques and their applications to various domains.
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