Automatic microarray image segmentation with clustering-based algorithms

G Shao, D Li, J Zhang, J Yang, Y Shangguan - PloS one, 2019 - journals.plos.org
Image segmentation, as a key step of microarray image processing, is crucial for obtaining
the spot expressions simultaneously. However, state-of-art clustering-based segmentation …

Spatial Kernel Fuzzy Clustering methods for Microarray Image Spot Segmentation

MP Priya, CK Roopa, BS Harish, F Flammini - IEEE Access, 2023 - ieeexplore.ieee.org
Computational Intelligence (CI) techniques are used in Microarray image processing which
is useful for gene profiling in the medical field, drug discovery and industrial research. The …

Noise removal in microarray images using variational mode decomposition technique

GSC Kumar, RK Kumar, GA Naidu… - TELKOMNIKA …, 2017 - telkomnika.uad.ac.id
Microarray technology allows the simultaneous monitoring of thousands of genes in parallel.
Based on the gene expression measurements, microarray technology have proven powerful …

[图书][B] Microarray image and data analysis: Theory and practice

L Rueda - 2018 - books.google.com
Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and
greatest microarray image and data analysis methods from the multidisciplinary international …

A combinational clustering based method for cDNA microarray image segmentation

G Shao, T Li, W Zuo, S Wu, T Liu - PloS one, 2015 - journals.plos.org
Microarray technology plays an important role in drawing useful biological conclusions by
analyzing thousands of gene expressions simultaneously. Especially, image analysis is a …

[PDF][PDF] Dimensionality reduction and classification of hyperspectral images using genetic algorithm

RK Kumar, B Saichandana, K Srinivas - Indonesian Journal of Electrical …, 2016 - core.ac.uk
This paper presents genetic algorithm based band selection and classification on
hyperspectral image data set. Hyperspectral remote sensors collect image data for a large …

[PDF][PDF] A new method of gridding for spot detection in microarray images

J Harikiran, D Ramakrishna, B Avinash… - Computer …, 2014 - researchgate.net
Abstract A Deoxyribonucleic Acid (DNA) microarray is a collection of microscopic DNA spots
attached to a solid surface, such as glass, plastic or silicon chip forming an array. The …

Contrast enhancement for cDNA microarray image based on fourth-order moment

T Li, G Shao, Y Sun, W Shi - Signal, Image and Video Processing, 2018 - Springer
Microarray technology, which can monitor the expression levels of thousands of genes
simultaneously, has been widely used in biological experiment. Image processing, as one …

[PDF][PDF] Microarray image analysis using genetic algorithm

B Sivalakshmi, NN Rao - Indones J Electr Eng Comput Sci, 2016 - academia.edu
Microarray technology allows the simultaneous monitoring of thousands of genes. Based on
the gene expression measurements, microarray technology have proven powerful in gene …

Follicle Detection in Digital Ultrasound Images Using BEMD and Adaptive Clustering Algorithms

M Jayanthi Rao, R Kiran Kumar - Innovative Product Design and Intelligent …, 2020 - Springer
Ultrasound imaging is one of the techniques used to study inside the human body with
images generated using high-frequency sounds waves. The applications of ultrasound …