Classification of stomach cancer gene expression data using CNN algorithm of deep learning

Ho Sun Shon; YearnGui Yi; Kyoung Ok Kim; Eun-Jong Cha; Kyung-Ah Kim

doi:10.12729/jbtr.2019.20.1.015

Classification of stomach cancer gene expression data using CNN algorithm of deep learning

Journal of Biomedical Translational Research ◽

10.12729/jbtr.2019.20.1.015 ◽

2019 ◽

Vol 20 (1) ◽

pp. 15-20

Author(s):

Ho Sun Shon ◽

YearnGui Yi ◽

Kyoung Ok Kim ◽

Eun-Jong Cha ◽

Kyung-Ah Kim

Keyword(s):

Gene Expression ◽

Deep Learning ◽

Stomach Cancer ◽

Gene Expression Data ◽

Cancer Gene ◽

Expression Data

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Framework for classification of cancer gene expression data using Bayesian hyper-parameter optimization

Medical & Biological Engineering & Computing ◽

10.1007/s11517-021-02442-7 ◽

2021 ◽

Author(s):

Nimrita Koul ◽

Sunilkumar S. Manvi

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Parameter Optimization ◽

Cancer Gene ◽

Expression Data

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Classification of Autism Gene Expression Data Using Deep Learning

Intelligent Data Communication Technologies and Internet of Things - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-34080-3_66 ◽

2019 ◽

pp. 583-596

Author(s):

Noura Samy ◽

Radwa Fathalla ◽

Nahla A. Belal ◽

Osama Badawy

Keyword(s):

Gene Expression ◽

Deep Learning ◽

Gene Expression Data ◽

Expression Data

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A Deep Learning Model For Dimension Reduction And Multi-Class Classification Of Gene Expression Data

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i8.671676 ◽

2018 ◽

Vol 6 (8) ◽

pp. 671-676

Author(s):

Aradhita Mukherjee ◽

Dibyendu Bikash Seal

Keyword(s):

Gene Expression ◽

Deep Learning ◽

Dimension Reduction ◽

Gene Expression Data ◽

Learning Model ◽

Expression Data ◽

Multi Class Classification ◽

Deep Learning Model

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Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization and Sample Classification of Cancer Gene Expression Data

PLoS ONE ◽

10.1371/journal.pone.0039932 ◽

2012 ◽

Vol 7 (7) ◽

pp. e39932 ◽

Cited By ~ 54

Author(s):

Enrico Glaab ◽

Jaume Bacardit ◽

Jonathan M. Garibaldi ◽

Natalio Krasnogor

Keyword(s):

Gene Expression ◽

Machine Learning ◽

Gene Expression Data ◽

Disease Gene ◽

Cancer Gene ◽

Expression Data ◽

Rule Based ◽

Sample Classification ◽

Disease Gene Prioritization

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Optimized gene selection and classification of cancer from microarray gene expression data using deep learning

Neural Computing and Applications ◽

10.1007/s00521-020-05367-8 ◽

2020 ◽

Author(s):

Shamveel Hussain Shah ◽

Muhammad Javed Iqbal ◽

Iftikhar Ahmad ◽

Suleman Khan ◽

Joel J. P. C. Rodrigues

Keyword(s):

Gene Expression ◽

Deep Learning ◽

Gene Expression Data ◽

Gene Selection ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Attribute Selection and Classification of Prostate Cancer Gene Expression Data Using Artificial Neural Networks

Lecture Notes in Computer Science - Trends and Applications in Knowledge Discovery and Data Mining ◽

10.1007/978-3-319-42996-0_3 ◽

2016 ◽

pp. 26-34 ◽

Cited By ~ 1

Author(s):

Sreenivas Sremath Tirumala ◽

A. Narayanan

Keyword(s):

Gene Expression ◽

Prostate Cancer ◽

Neural Networks ◽

Artificial Neural Networks ◽

Gene Expression Data ◽

Attribute Selection ◽

Cancer Gene ◽

Expression Data ◽

Artificial Neural

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An adaptive wavelet denoising and classification of multiclass cancer gene expression data

2017 International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT) ◽

10.1109/icicict1.2017.8342663 ◽

2017 ◽

Author(s):

Navya S. Bhaskar ◽

T. Aswathy Devi

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Wavelet Denoising ◽

Cancer Gene ◽

Expression Data ◽

Adaptive Wavelet

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Gene Expression Data Based Deep Learning Model for Accurate Prediction of Drug-Induced Liver Injury in Advance

Journal of Chemical Information and Modeling ◽

10.1021/acs.jcim.9b00143 ◽

2019 ◽

Vol 59 (7) ◽

pp. 3240-3250 ◽

Cited By ~ 3

Author(s):

Chunlai Feng ◽

Hengwei Chen ◽

Xianqin Yuan ◽

Mengqiu Sun ◽

Kexin Chu ◽

...

Keyword(s):

Gene Expression ◽

Deep Learning ◽

Liver Injury ◽

Gene Expression Data ◽

Learning Model ◽

Accurate Prediction ◽

Expression Data ◽

Drug Induced ◽

Drug Induced Liver Injury ◽

Deep Learning Model

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Imaging Biomarkers and Gene Expression Data Correlation Framework for Lung Cancer Radiogenomics Analysis Based on Deep Learning

IEEE Access ◽

10.1109/access.2021.3071466 ◽

2021 ◽

pp. 1-1

Author(s):

Dong Sui ◽

Maozu Guo ◽

Xiaoxuan Ma ◽

Julian Baptiste ◽

Lei Zhang

Keyword(s):

Gene Expression ◽

Lung Cancer ◽

Deep Learning ◽

Gene Expression Data ◽

Imaging Biomarkers ◽

Expression Data ◽

Data Correlation

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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 ◽

Cited By ~ 3

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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