Microarray image enhancement techniques by denoising: Current status and future directions

Shreenidhi Bs, Saravanakumar Ramachandran
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Abstract

Microarray imaging is a technique for simultaneously detecting the expression of numerous genes. Microarrays are simply a slide with unique Deoxyribonucleic Acid (DNA) probes, often known as gene chips. This paper aims to provide an overview of important contributions to the field of image denoising in the context of microarray imaging. The methodologies discussed in the article include various techniques of transform domain and spatial filtering methods for denoising microarray images that can be used to improve the quality of microarray images. We have identified the strengths and limitations of these techniques and highlights their potential impact. The paper also explores future developments in this area and discusses their potential impact, on microarray imaging.
微阵列图像去噪增强技术:现状与未来方向
微阵列成像是一种同时检测多种基因表达的技术。微阵列是一种带有独特的脱氧核糖核酸(DNA)探针的载玻片,通常被称为基因芯片。本文旨在概述在微阵列成像背景下图像去噪领域的重要贡献。本文讨论的方法包括用于微阵列图像去噪的变换域和空间滤波方法的各种技术,这些技术可用于提高微阵列图像的质量。我们已经确定了这些技术的优势和局限性,并强调了它们的潜在影响。本文还探讨了该领域的未来发展,并讨论了它们对微阵列成像的潜在影响。
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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