Back to search

Article

SIMON, an automated machine learning system reveals immune signatures of influenza vaccine responses

2019-02-10

Abstract excerpt

Machine learning holds considerable promise for understanding complex biological processes such as vaccine responses. Capturing interindividual variability is essential to increase the statistical power necessary for building more accurate predictive models. However, available approaches have difficulty coping with incomplete datasets which is often the case when combining studies. Additionally, there are hundreds...

Topics

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

Identifiers and source

Literature Corpus work
1955d970-122a-5024-9bb5-86ff7a9ace45
DOI
10.1101/545186
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.
SIMON, an automated machine learning system reveals immune signatures of influenza vaccine responsesDOI 10.1101/545186
Select a neighboring publication to make it the new centre.