Back to search

Article

Inferring Sex, Ethnicity, and Age from RNA-seq Data

2025-08-05

Abstract excerpt

<title>Abstract</title> <p>RNA sequencing provides a comprehensive snapshot of gene expression, reflecting genetic inheritance and dynamic environmental influences. This study explores the predictive power of RNA-seq data combined with advanced machine learning techniques, such as Gradient Boosting Machines, Support Vector Regression, and SHapley Additive exPlanations, to infer complex human traits, including bio...

Topics

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

Identifiers and source

Literature Corpus work
5c339596-8f28-5ac7-abf1-09655b53f29f
DOI
10.21203/rs.3.rs-7256409/v1
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.
Inferring Sex, Ethnicity, and Age from RNA-seq DataDOI 10.21203/rs.3.rs-7256409/v1
Select a neighboring publication to make it the new centre.