Back to search

Article

Supervised dimension reduction for large-scale “omics” data with censored survival outcomes under possible non-proportional hazards

2019-03-24

Abstract excerpt

The past two decades have witnessed significant advances in high-throughput “omics” technologies such as genomics, proteomics, metabolomics, transcriptomics and radiomics. These technologies have enabled simultaneous measurement of the expression levels of tens of thousands of features from individual patient samples and have generated enormous amounts of data that require analysis and interpretation. One specific...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
53396e3d-2515-55b5-bcd6-c14eb0504f74
DOI
10.1101/586529
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Supervised dimension reduction for large-scale “omics” data with censored survival outcomes under possible non-proportional hazardsDOI 10.1101/586529
Select a neighboring publication to make it the new centre.