Classification of breast cancer using microarray gene expression data: A survey

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2021.103764 ◽

2021 ◽

Vol 117 ◽

pp. 103764

Author(s):

Muhammed Abd-Elnaby ◽

Marco Alfonse ◽

Mohamed Roushdy

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Feature Selection and Classification of MAQC-II Breast Cancer and Multiple Myeloma Microarray Gene Expression Data

PLoS ONE ◽

10.1371/journal.pone.0008250 ◽

2009 ◽

Vol 4 (12) ◽

pp. e8250 ◽

Author(s):

Qingzhong Liu ◽

Andrew H. Sung ◽

Zhongxue Chen ◽

Jianzhong Liu ◽

Xudong Huang ◽

...

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Multiple Myeloma ◽

Feature Selection ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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A class imbalance-aware Relief algorithm for the classification of tumors using microarray gene expression data

Computational Biology and Chemistry ◽

10.1016/j.compbiolchem.2019.03.017 ◽

2019 ◽

Vol 80 ◽

pp. 121-127 ◽

Author(s):

Yuanyu He ◽

Junhai Zhou ◽

Yaping Lin ◽

Tuanfei Zhu

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Class Imbalance ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Relief Algorithm ◽

Classification Of Tumors ◽

Microarray Gene

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Classification of Microarray Gene Expression Data by MultiBlock Dimension Reduction

Communications for Statistical Applications and Methods ◽

10.5351/ckss.2006.13.3.567 ◽

2006 ◽

Vol 13 (3) ◽

pp. 567-576

Author(s):

Mi-Ra Oh ◽

Seo-Young Kim ◽

Kyung-Sook Kim ◽

Jang-Sun Baek ◽

Young-Sook Son

Keyword(s):

Gene Expression ◽

Dimension Reduction ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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INCORPORATING FEATURE RANKING AND EVOLUTIONARY METHODS FOR THE CLASSIFICATION OF HIGH-DIMENSIONAL DNA MICROARRAY GENE EXPRESSION DATA

Australasian Medical Journal ◽

10.21767/amj.2013.1641 ◽

2013 ◽

Vol 06 (05) ◽

Author(s):

Mani Abedini ◽

Michael Kirley ◽

Raymond Chiong

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

High Dimensional ◽

Feature Ranking ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Estimation of Resemblance and Risk Level of a Breast Cancer Patient by Prognostic Variables Using Microarray Gene Expression Data

Advances in Intelligent Systems and Computing - Proceedings of the Global AI Congress 2019 ◽

10.1007/978-981-15-2188-1_13 ◽

2020 ◽

pp. 159-171

Author(s):

Madhurima Das ◽

Biswajit Jana ◽

Suman Mitra ◽

Sriyankar Acharyya

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Cancer Patient ◽

Breast Cancer Patient ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Non-negative matrix and tensor factorization based classification of clinical microarray gene expression data

2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2010.5706606 ◽

2010 ◽

Author(s):

Yifeng Li ◽

Alioune Ngom

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Tensor Factorization ◽

Microarray Gene Expression ◽

Microarray Gene

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Binary classification of cancer microarray gene expression data using extreme learning machines

2014 IEEE International Conference on Computational Intelligence and Computing Research ◽

10.1109/iccic.2014.7238297 ◽

2014 ◽

Author(s):

C. Arun Kumar ◽

S. Ramakrishnan

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Binary Classification ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Extreme Learning Machines ◽

Microarray Gene Expression ◽

Learning Machines ◽

Microarray Gene

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Incorporating feature ranking and evolutionary methods for the classification of high-dimensional DNA microarray gene expression data

Australasian Medical Journal ◽

10.4066/amj.2013.1641 ◽

2013 ◽

Vol 6 (5) ◽

pp. 272-279 ◽

Author(s):

Mani Abedini

Keyword(s):

Gene Expression ◽

Dna Microarray ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

High Dimensional ◽

Feature Ranking ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Breast Cancer Classification: Comparative Performance Analysis of Image Shape-Based Features and Microarray Gene Expression Data

International Journal of Bio-Science and Bio-Technology ◽

10.14257/ijbsbt.2015.7.2.04 ◽

2015 ◽

Vol 7 (2) ◽

pp. 37-46 ◽

Author(s):

Ahmed Fawzi Otoom ◽

Emad E. Abdallah ◽

Maen Hammad

Keyword(s):

Breast Cancer ◽

Gene Expression ◽

Performance Analysis ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Comparative Performance ◽

Image Shape ◽

Microarray Gene

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Collaborative representation-based classification of microarray gene expression data

PLoS ONE ◽

10.1371/journal.pone.0189533 ◽

2017 ◽

Vol 12 (12) ◽

pp. e0189533 ◽

Author(s):

Lizhen Shen ◽

Hua Jiang ◽

Mingfang He ◽

Guoqing Liu

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Collaborative Representation ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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