Omics Data Analysis Tools for Biomarker Discovery and the Tutorial

2021 ◽  
pp. 266-273
Author(s):  
Yosui Nojima ◽  
Yoshito Takeda
Keyword(s):  
Data Analysis ◽  
Biomarker Discovery ◽  
Omics Data ◽  
Analysis Tools ◽  
Omics Data Analysis

scholarly journals Gaussian and Mixed Graphical Models as (multi-)omics data analysis tools

2020 ◽  
Vol 1863 (6) ◽  
pp. 194418 ◽  
Author(s):  
Michael Altenbuchinger ◽  
Antoine Weihs ◽  
John Quackenbush ◽  
Hans Jörgen Grabe ◽  
Helena U. Zacharias
Keyword(s):  
Data Analysis ◽  
Graphical Models ◽  
Omics Data ◽  
Analysis Tools ◽  
Omics Data Analysis

Using machine learning approaches for multi-omics data analysis: A review

2021 ◽  
Vol 49 ◽  
pp. 107739
Author(s):  
Parminder S. Reel ◽  
Smarti Reel ◽  
Ewan Pearson ◽  
Emanuele Trucco ◽  
Emily Jefferson
Keyword(s):  
Machine Learning ◽  
Data Analysis ◽  
Omics Data ◽  
Learning Approaches ◽  
Omics Data Analysis

scholarly journals Computational prediction of inter-species relationships through omics data analysis and machine learning

2018 ◽  
Vol 19 (S14) ◽  
Author(s):  
Diogo Manuel Carvalho Leite ◽  
Xavier Brochet ◽  
Grégory Resch ◽  
Yok-Ai Que ◽  
Aitana Neves ◽  
...  
Keyword(s):  
Machine Learning ◽  
Data Analysis ◽  
Computational Prediction ◽  
Omics Data ◽  
Species Relationships ◽  
Omics Data Analysis

scholarly journals From data to knowledge: The future of multi-omics data analysis for the rhizosphere

Rhizosphere ◽  
2017 ◽  
Vol 3 ◽  
pp. 222-229 ◽  
Author(s):  
Richard Allen White ◽  
Mark I. Borkum ◽  
Albert Rivas-Ubach ◽  
Aivett Bilbao ◽  
Jason P. Wendler ◽  
...  
Keyword(s):  
Data Analysis ◽  
Omics Data ◽  
The Future ◽  
Omics Data Analysis

scholarly journals Expanding the Perseus Software for Omics Data Analysis With Custom Plugins

2020 ◽  
Vol 71 (1) ◽  
Author(s):  
Sung‐Huan Yu ◽  
Daniela Ferretti ◽  
Julia P. Schessner ◽  
Jan Daniel Rudolph ◽  
Georg H. H. Borner ◽  
...  
Keyword(s):  
Data Analysis ◽  
Omics Data ◽  
Omics Data Analysis
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