1-Dimensional Convolution Neural Network Classification Technique for Gene Expression Data

Deep Learning for Biomedical Data Analysis ◽

10.1007/978-3-030-71676-9_1 ◽

2021 ◽

pp. 3-26

Author(s):

Samson Anosh Babu Parisapogu ◽

Chandra Sekhara Rao Annavarapu ◽

Mourad Elloumi

Keyword(s):

Neural Network ◽

Gene Expression ◽

Gene Expression Data ◽

Convolution Neural Network ◽

Expression Data ◽

Neural Network Classification ◽

Classification Technique

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Convolutional Neural Network Approach to Predict Tumor Samples Using Gene Expression Data

Journal of Intelligent Systems: Theory and Applications ◽

10.38016/jista.946954 ◽

2021 ◽

pp. 136-141

Author(s):

Büşra Nur DARENDELİ ◽

Alper YILMAZ

Keyword(s):

Neural Network ◽

Gene Expression ◽

Convolutional Neural Network ◽

Gene Expression Data ◽

Expression Data ◽

Network Approach ◽

Neural Network Approach

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Construction of GA-optimized Radial Basis Neural Network from HIV-1 Vpr Mutant Microarray Gene Expression Data

Procedia Technology ◽

10.1016/j.protcy.2013.12.382 ◽

2013 ◽

Vol 10 ◽

pp. 450-456

Author(s):

Bandana Barman ◽

Anirban Mukhopadhyay

Keyword(s):

Neural Network ◽

Gene Expression ◽

Gene Expression Data ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Radial Basis Neural Network ◽

Radial Basis ◽

Microarray Gene ◽

Hiv 1

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Feature selection algorithm recommendation for gene expression data through gradient boosting and neural network metamodels

2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2018.8621397 ◽

2018 ◽

Cited By ~ 1

Author(s):

Robert Aduviri ◽

Daniel Matos ◽

Edwin Villanueva

Keyword(s):

Neural Network ◽

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Gradient Boosting ◽

Expression Data ◽

Selection Algorithm ◽

Feature Selection Algorithm

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A neural network model for early diagnosis of acute GVHD based on gene expression data

2009 IEEE International Workshop on Genomic Signal Processing and Statistics ◽

10.1109/gensips.2009.5174360 ◽

2009 ◽

Cited By ~ 1

Author(s):

M. Fiasche ◽

M. Cuzzola ◽

M. Cacciola ◽

G. Megali ◽

R. Fedele ◽

...

Keyword(s):

Neural Network ◽

Gene Expression ◽

Early Diagnosis ◽

Network Model ◽

Gene Expression Data ◽

Neural Network Model ◽

Acute Gvhd ◽

Expression Data

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Hybrid Dimension Reduction Techniques with Genetic Algorithm and Neural Network for Classifying Leukemia Gene Expression Data

Indian Journal of Science and Technology ◽

10.17485/ijst/2016/v9is1/70384 ◽

2016 ◽

Vol 9 (1) ◽

pp. 1-8 ◽

Cited By ~ 1

Author(s):

S. Jacophine Susmi

Keyword(s):

Neural Network ◽

Gene Expression ◽

Genetic Algorithm ◽

Dimension Reduction ◽

Gene Expression Data ◽

Expression Data ◽

Reduction Techniques ◽

Dimension Reduction Techniques

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A review on convolutional neural network based deep learning methods in gene expression data for disease diagnosis

Materials Today Proceedings ◽

10.1016/j.matpr.2020.10.263 ◽

2020 ◽

Author(s):

C. Gunavathi ◽

K. Sivasubramanian ◽

P. Keerthika ◽

C. Paramasivam

Keyword(s):

Neural Network ◽

Gene Expression ◽

Deep Learning ◽

Convolutional Neural Network ◽

Gene Expression Data ◽

Disease Diagnosis ◽

Expression Data ◽

Learning Methods

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Lightweight Convolutional Neural Network for Breast Cancer Classification Using RNA-Seq Gene Expression Data

IEEE Access ◽

10.1109/access.2019.2960722 ◽

2019 ◽

Vol 7 ◽

pp. 185338-185348 ◽

Cited By ~ 6

Author(s):

Murtada K. Elbashir ◽

Mohamed Ezz ◽

Mohanad Mohammed ◽

Said S. Saloum

Keyword(s):

Breast Cancer ◽

Neural Network ◽

Gene Expression ◽

Convolutional Neural Network ◽

Gene Expression Data ◽

Cancer Classification ◽

Expression Data ◽

Rna Seq ◽

Breast Cancer Classification

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Feature Selection from Gene Expression Data Using SVMRFE and Feed-Forward Neural Network Classifier

Lecture Notes in Electrical Engineering - Advances in Communication, Signal Processing, VLSI, and Embedded Systems ◽

10.1007/978-981-15-0626-0_12 ◽

2019 ◽

pp. 143-149

Author(s):

Nimrita Koul ◽

Sunilkumar S. Manvi

Keyword(s):

Neural Network ◽

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Expression Data ◽

Neural Network Classifier ◽

Feed Forward Neural Network ◽

Feed Forward

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A graph convolutional neural network for gene expression data analysis with multiple gene networks

Statistics in Medicine ◽

10.1002/sim.9140 ◽

2021 ◽

Author(s):

Hu Yang ◽

Zhong Zhuang ◽

Wei Pan

Keyword(s):

Neural Network ◽

Gene Expression ◽

Data Analysis ◽

Convolutional Neural Network ◽

Gene Expression Data ◽

Gene Networks ◽

Expression Data ◽

Gene Expression Data Analysis ◽

Multiple Gene

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Abstract 5104: Pan-cancer classification on gene expression data by neural network

10.1158/1538-7445.am2019-5104 ◽

2019 ◽

Author(s):

Kijin Yu ◽

Bong-Hyun Kim ◽

Peter Chang Whan Lee

Keyword(s):

Neural Network ◽

Gene Expression ◽

Gene Expression Data ◽

Cancer Classification ◽

Expression Data ◽

Pan Cancer

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