Deep learning aided small-sized portable fluorescence biochip reader

RS Sengar, AK Upadhyay, B Jain - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present here the development of a novel fluorescence-based portable biochip reader
system, having a novel machine learning method for fluorescence measurement of …

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 …

Modified Intuitionistic Fuzzy Clustering Method (MIFCM) for Microarray Image Spot Segmentation

MP Priya, CK Roopa, BS Harish - Procedia Computer Science, 2024 - Elsevier
The study of biotic nomenclature has resulted from gene expression profiling using
integrated image analysis techniques. The study emphasized in this paper confers Modified …

PRIOR DETECTION OF ALZHEIMER'S DISEASE WITH THE AID OF MRI IMAGES AND DEEP NEURAL NETWORKS

SA Karthik, P Nandihal, K Seemanthini… - Malaysian Journal of …, 2022 - mjes.um.edu.my
Alzheimer's disease is a degenerative disease in which brain cells die and deteriorate. It is
the most prevalent reason for dementia, which is defined as a progressive decrease in …

[PDF][PDF] Microarray spot partitioning by autonomously organising maps through contour model.

SA Karthik, SS Manjunath - … Journal of Electrical & Computer Engineering …, 2020 - core.ac.uk
In cDNA microarray image analysis, classification of pixels as forefront area and the area
covered by background is very challenging. In microarray experimentation, identifying …

An Efficient Approach to Retrieve Information for Desktop Search Engine

SA Karthik, G Lalitha, YM Riyazuddin… - … : Proceedings of ICDIC …, 2022 - Springer
The Internet may not be the only source of information. Despite not remembering the
relevant terms, individuals understand the need to access documents. Entity Disambiguation …

Hybrid Approach for Retail Store Auditing Using CRNN

SA Karthik, GN Basavaraj… - 2023 International …, 2023 - ieeexplore.ieee.org
In today's world, On-Shelf Availability (OSA) is critical in the field of selling and marketing. It
is an important measure of performance for the retail sector that has a significant impact on …

Novel Approach for Gridding of Microarray Images

DP Prakyath, SA Karthik, S Prashanth… - … Management & Machine …, 2019 - Springer
Microarray is an influential and dominant method so as to explore the expression of DNA in
organisms for bulk amount of pattern of genes. To draw a better and perfect biological …

Variance-Preserving Estimation of Intensity Values Obtained From Omics Experiments

AH Ribeiro, JMP Soler, R Hirata Jr - Frontiers in Genetics, 2019 - frontiersin.org
Faced with the lack of reliability and reproducibility in omics studies, more careful and robust
methods are needed to overcome the existing challenges in the multi-omics analysis. In …