Concepedia

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

Shamveel Hussain Shah, Muhammad Iqbal, Iftikhar Ahmad, Suleman Khan, Joel J. P. C. Rodrigues

Neural Computing and Applications · 2020 · 74 citations · 31 references

Concepts

Life SciencesBioinformaticsComputer ScienceGene ExpressionGene Expression AnalysisMachine LearningComputational OncologyDeep LearningDifferential Expression AnalysisGene Expression ProfilingMolecular Classification Of TumorsMolecular Tumor ProfilingDeep Learning-based Gene PredictionFeature Engineering For Biological DataGenomic ClassifiersMicroarray AnalysisMicroarray Differential Expression AnalysisPrecision Oncology GenomicsTranscriptome Classification

References

31

Advances in neural information processing systems 7

Krzysztof J. Cios, Mark E. Shields · Neurocomputing · 1997 · 22.3K citations

Computing, Computer Science, Neuroscience +14

A DEEP LEARNING APPROACH FOR CANCER DETECTION AND RELEVANT GENE IDENTIFICATION

Padideh Danaee, Reza Ghaeini, David A. Hendrix · 2016 · 297 citations · Full text

Medicine, Bioinformatics, Oncology +10

Convolutional neural network models for cancer type prediction based on gene expression

Milad Mostavi, Yu‐Chiao Chiu, Yufei Huang et al. · BMC Medical Genomics · 2020 · 248 citations · Full text

Life Sciences, Bioinformatics, Oncology +17

Classification of human cancer diseases by gene expression profiles

Hanaa Salem, Gamal Attiya, Nawal El‐Fishawy · Applied Soft Computing · 2016 · 232 citations

Life Sciences, Molecular Biology, Oncology +14

Deep Neural Networks for High Dimension, Low Sample Size Data

Bo Liu, Ying Wei, Yu Zhang et al. · 2017 · 195 citations · Full text

Computing, Bioinformatics, Computer Science +17