Top 5 molecular features from each molecular profile for SGTCCA-Net based on the PageRank and their individual correlation with respect to for COPDGene data (with p-value).

<p>Ensembl gene ID is included for genes and SomaScan sequence ID is included for proteins.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Weixuan Liu (19137115) (author)
مؤلفون آخرون:	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)
منشور في:	2025
الموضوعات:	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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