Article

JOINT CLINICAL AND MOLECULAR SUBTYPING OF COPD WITH VARIATIONAL AUTOENCODERS

2023-08-20

Abstract excerpt

Chronic Obstructive Pulmonary Disease (COPD) is a complex, heterogeneous disease. Traditional subtyping methods generally focus on either the clinical manifestations or the molecular endotypes of the disease, resulting in classifications that do not fully capture the disease’s complexity. Here, we bridge this gap by introducing a subtyping pipeline that integrates clinical and gene expression data with variational...

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Identifiers and source

Literature Corpus work: 12e4108d-42ee-5d46-9949-4386fdfa8478
DOI: 10.1101/2023.08.19.23294298

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