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 …

Object boundary detection through robust active contour based method with global information

R Kashyap - International Journal of Image Mining, 2018 - inderscienceonline.com
Restorative applications have turned to the healthcare industry various therapeutic
applications require legitimate segmentation of medical images for an exact determination …

Artificial intelligence systems in aviation

R Kashyap - Cases on modern computer systems in aviation, 2019 - igi-global.com
The aim of this chapter is to research and fundamentally evaluate counterfeit shrewd
frameworks to recognize for outperforming human insight in the flights and its conceivable …

Active contours using global models for medical image segmentation

R Kashyap, V Tiwari - International Journal of …, 2018 - inderscienceonline.com
Accurate segmentation with denoising is the subject of research in the field of medical
imaging and computer vision. This paper presents an enhanced energy based active …

Big data challenges and solutions in the medical industries

R Kashyap, AD Piersson - Handbook of Research on Pattern …, 2018 - igi-global.com
Big data today is being investigated to find the bits of knowledge that prompt better choices
and vital business moves. The data innovations are develo** to a point in which an ever …

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 …

Energy-based active contour method for image segmentation

R Kashyap, V Tiwari - International Journal of Electronic …, 2017 - inderscienceonline.com
The level set methods have given effective structures to medical image analysis.
Nonetheless, to acquire exact limits of the objects, particularly when they have feeble edges …

Impact of big data on security

R Kashyap, AD Piersson - … of Research on Network Forensics and …, 2018 - igi-global.com
The motivation behind this chapter is to highlight the qualities, security issue, advantages,
and disadvantages of big data. In the recent researches, the issue and challenges are due …

[PDF][PDF] Energy based methods for medical image segmentation

P Juneja, R Kashyap - International Journal of Computer …, 2016 - researchgate.net
Health care applications have become boon for the healthcare industry. It needs correct
segmentation connected with medical images regarding correct diagnosis. An efficient …