Gene expression cancer classification using modified K-Nearest Neighbors technique

SM Ayyad, AI Saleh, LM Labib - Biosystems, 2019 - Elsevier
Gene expression microarray classification is a crucial research field as it has been
employed in cancer prediction and diagnosis systems. Gene expression data are composed …

Microarray gene expression data classification via Wilcoxon sign rank sum and novel Grey Wolf optimized ensemble learning models

YK Saheed, BF Balogun, BJ Odunayo… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
Cancer is a deadly disease that affects the lives of people all over the world. Finding a few
genes relevant to a single cancer disease can lead to effective treatments. The difficulty with …

Retracted article: brain image classification by the combination of different wavelet transforms and support vector machine classification

SK Mishra, VH Deepthi - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
The human brain is the primary organ, and it is located in the centre of the nervous system in
the human body. The abnormal cells in the brain are known as a brain tumor. The tumor in …

[PDF][PDF] Filtering method for pre-processing mammogram images for breast cancer detection

NN Ganvir, DM Yadav - Int. J. Eng. Adv. Technol, 2019 - researchgate.net
Breast cancer is a stand-out surrounded by the most widely perceived diseases and has a
high rate of mortality around the world, significantly risking the health of the females. Among …

[PDF][PDF] An Automated Brain Image Analysis System for Brain Cancer using Shearlets.

R Muthaiyan, M Malleswaran - … Systems Science & …, 2022 - pdfs.semanticscholar.org
In this paper, an Automated Brain Image Analysis (ABIA) system that classifies the Magnetic
Resonance Imaging (MRI) of human brain is presented. The classification of MRI images …

Wavelet Packet Transform-Based Image Classification for Computer-Aided Glaucoma Diagnosis Using Naïve Bayes Classifier

A Rebinth, SM Kumar - … Software and Networks: Proceedings of INDIA …, 2021 - Springer
In this study, optic nerve head image classification for glaucoma diagnosis using Wavelet
Packet Transform (WPT) and Naïve Bayes Classifier (NBC) is presented. Initially, the input …

[PDF][PDF] Classification techniques in gene expression microarray data

SM Ayyad, AI Saleh, LM Labib - Int. J. Comput. Sci. Mob. Comput, 2018 - academia.edu
Cancer nowadays is a common and heterogeneous disease affecting all people of all ages.
Gene expression data can serve to understand cancer or other types of disease well …

An automatic detection of microcalcification in mammogram images using neuro-fuzzy classifier

NN Ganvir, DM Yadav - International Journal of Biomedical …, 2022 - inderscienceonline.com
Breast cancer is a standout amongst the most widely recognised diseases and has a high
rate of mortality around the world, significantly risking the health of the females. The …

Techniques Used for Screening and Detection of Beneficial Microorganisms Used for Production of Nanobiofertilizers

IA Dabban, AB Bello, A Amarachi… - Handbook of …, 2024 - Wiley Online Library
The foundation of many develo** nations and advancements of most industrialized
nations is highly reliant on agriculture, as this plays significant roles in the global economic …

Advances in computer–human interaction for detecting facial expression using dual tree multi band wavelet transform and Gaussian mixture model

J Kommineni, S Mandala, MS Sunar… - Neural Computing and …, 2020 - Springer
In human communication, facial expressions play an important role, which carries enough
information about human emotions. Last two decades, it becomes a very active research …