A Comprehensive Survey of Recent Approaches on Microarray Image Data

CK Roopa, MP Priya, BS Harish, MS Maheshan - SN Computer Science, 2023 - Springer
Microarray image processing techniques are used to study gene expressions in the form of
images. This helps in genomic study without sequencing to extract useful information from …

A deep learning based method for automatic analysis of high-throughput droplet digital PCR images

H Yang, J Yu, L **, Y Zhao, Q Gao, C Shi, L Ye, D Li… - Analyst, 2023 - pubs.rsc.org
Droplet digital PCR (ddPCR) is a technique for absolute quantification of nucleic acid
molecules and is widely used in biomedical research and clinical diagnosis. ddPCR …

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 …

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] Segmentation of complementary DNA microarray images using marker-controlled watershed technique

AS El-Gawady, MM Eltoukhy, G El-Tawel… - … Journal of Computer …, 2015 - researchgate.net
ABSTRACT DNA microarray image processing becomes a viable branch of bioinformatics,
its importance stems from the fact that it allows viewing and measuring tens of thousands of …

Infants Disease Prediction Architecture Using Artificial Neural Networks and Digital Image Processing

VG Thamaraiselvi, VK Kaliappan - 2014 World Congress on …, 2014 - ieeexplore.ieee.org
Disease prediction of infants from DNA sequences remains as an open challenge in the
area of bioinformatics, which deals with understanding human diseases and in identification …

[PDF][PDF] Spatially Guided Energy Based Segmentation of Medical Images

R Kashyap, P Gautam - researchgate.net
Spatial domain based active contour models are commonly used in image processing and
computer vision. Performance of method can be influenced very much by Incorrect …