Performance Analysis of Deep Neural Networks for Classification of Gene-Expression Microarrays

2018 ◽  
pp. 105-115 ◽  
Author(s):  
A. Reyes-Nava ◽  
J. S. Sánchez ◽  
R. Alejo ◽  
A. A. Flores-Fuentes ◽  
E. Rendón-Lara
Keyword(s):  
Gene Expression ◽  
Neural Networks ◽  
Performance Analysis ◽  
Deep Neural Networks ◽  
Gene Expression Microarrays ◽  
Expression Microarrays

scholarly journals Molecular Sub-Classification of Renal Epithelial Tumors Using Meta-Analysis of Gene Expression Microarrays

PLoS ONE ◽  
2011 ◽  
Vol 6 (7) ◽  
pp. e21260 ◽  
Author(s):  
Thomas Sanford ◽  
Paul H. Chung ◽  
Ariel Reinish ◽  
Vladimir Valera ◽  
Ramaprasad Srinivasan ◽  
...  
Keyword(s):  
Gene Expression ◽  
Meta Analysis ◽  
Gene Expression Microarrays ◽  
Epithelial Tumors ◽  
Expression Microarrays

scholarly journals Integrated analysis using methylation and gene expression microarrays reveals PDE4C as a prognostic biomarker in human glioma

2014 ◽  
Vol 32 (1) ◽  
pp. 250-260 ◽  
Author(s):  
ZHAOSHI BAO ◽  
YING FENG ◽  
HONGJUN WANG ◽  
CHUANBAO ZHANG ◽  
LIHUA SUN ◽  
...  
Keyword(s):  
Gene Expression ◽  
Prognostic Biomarker ◽  
Integrated Analysis ◽  
Human Glioma ◽  
Gene Expression Microarrays ◽  
Expression Microarrays

Inclusion of Multiple Cycling of the Potential into Deep Neural Network Classification of Voltammetric Reaction Mechanisms

2021 ◽  
Author(s):  
Luke Gundry ◽  
Gareth Kennedy ◽  
Alan Bond ◽  
Jie Zhang
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Reaction Mechanisms ◽  
Deep Neural Network ◽  
Deep Neural Networks ◽  
Neural Network Classification ◽  
Initial Cycle

The use of Deep Neural Networks (DNNs) for the classification of electrochemical mechanisms based on training with simulations of the initial cycle of potential have been reported. In this paper,...

scholarly journals Deep Neural Networks for Automatic Classification of Anesthetic-Induced Unconsciousness

2018 ◽  
pp. 216-225
Author(s):  
Konstantinos Patlatzoglou ◽  
Srivas Chennu ◽  
Mélanie Boly ◽  
Quentin Noirhomme ◽  
Vincent Bonhomme ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Automatic Classification
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