SGTCCA-Net workflow.

<p>Workflow of SGTCCA-Net pipeline for multi-omics network inference (made with BioRender: <a href="https://www.biorender.com" target="_blank">https://www.biorender.com</a>). The workflow consists of four example input data: transcriptomics (gene), proteomics (p...

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Bibliographic Details
Main Author:	Weixuan Liu (19137115) (author)
Other Authors:	Katherine A. Pratte (10712866) (author), Peter J. Castaldi (8788598) (author), Craig Hersh (3457529) (author), Russell P. Bowler (275738) (author), Farnoush Banaei-Kashani (5904845) (author), Katerina J. Kechris (9921356) (author)
Published:	2025
Subjects:	Genetics Developmental Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> multiple use canonical correlation multiple data sets data experiments demonstrate two omics data g ., omics based sparsity method omics correlations ). two omics types inferring omics networks omics networks specific correlations novel method understand relationships physiological system penalty term one approach methods may limited due integrate one high dimensionality gain insight etc .) effectively overcome downstream analyses computational inefficiency commonly generated challenging due also introduce
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SGTCCA-Net workflow.

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