A comparative study of cancer classification methods using microarray gene expression profile

H Alshamlan, G Badr, Y Alohali - … of the first international conference on …, 2014 - Springer
Microarray based gene expression profiling has been emerged as an efficient technique for
cancer classification, as well as for diagnosis, prognosis, and treatment purposes. The …

Efficient machine learning technique for tumor classification based on gene expression data

C Venkatesan, D Balamurugan… - 2022 8th …, 2022 - ieeexplore.ieee.org
In bioinformatics research, cancer classification is a crucial domain. The use of microarray
technology to identify specific illnesses is common. A small number of genes uncovered in …

[PDF][PDF] A comparative study of microarray data analysis for cancer classification

K Chitode, M Nagori - International Journal of Computer Applications, 2013 - Citeseer
Cancer is most deadly human disease. According to WHO 7.6 million deaths (around 13% of
all deaths) in 2008 were caused by cancer. A Cancer diagnosis can be achieved with gene …

[PDF][PDF] Machine learning based approaches for cancer classification using gene expression data

A Bhola, AK Tiwari - Machine Learning and Applications: An …, 2015 - academia.edu
The classification of different types of tumor is of great importance in cancer diagnosis and
drug discovery. Earlier studies on cancer classification have limited diagnostic ability. The …

[PDF][PDF] A review of cancer classification software for gene expression data

TC Siang, TW Soon, S Kasim, MS Mohamad… - International Journal of …, 2015 - academia.edu
Microarray technology provides a way for researchers to measure the expression level of
thousands of genes simultaneously in a single experiment. Due to the increasing amount of …

[HTML][HTML] Microarray cancer feature selection: Review, challenges and research directions

MA Hambali, TO Oladele, KS Adewole - International Journal of Cognitive …, 2020 - Elsevier
Microarray technology has become an emerging trend in the domain of genetic research in
which many researchers employ to study and investigate the levels of genes' expression in a …

[PDF][PDF] Classification of microarray data based on feature selection method

C Lavanya, M Nandihini, R Niranjana… - International Journal of …, 2014 - Citeseer
Genes are encoding regions that form necessary building block inside the cell and show the
way to proteins which are achieving a variety of functions. However, some genes may get …

[PDF][PDF] Feature selection for cancer classification using microarray gene expression data

W Zhong - 2014 - prism.ucalgary.ca
The rapid development of DNA microarray technology enables researchers to measure the
expression levels of thousands of genes simultaneously and allows biologists easily gain …

[PDF][PDF] A study of cancer microarray gene expression profile: objectives and approaches

HM Alshamlan, GH Badr, Y Alohali - Proceedings of the World Congress …, 2013 - iaeng.org
Cancer is one of the dreadful diseases, which causes a considerable death rate in humans.
Cancer is featured by an irregular, unmanageable growth that may demolish and attack …

[PDF][PDF] Performance analysis and evaluation of different data mining algorithms used for cancer classification

GKM Nookala, BK Pottumuthu, N Orsu… - International Journal of …, 2013 - Citeseer
Classification algorithms of data mining have been successfully applied in the recent years
to predict cancer based on the gene expression data. Micro-array is a powerful diagnostic …