Article

A VAE-based methodology for deep enterotyping and Parkinson’s disease diagnosis

2026-03-19

Abstract excerpt

Gut microbiome studies in Parkinson’s disease (PD) are challenged by high dimensionality, sparsity, compositionality, and substantial between-cohort heterogeneity, all of which complicate robust community typing and disease-status classification. Here, we developed a variational autoencoder (VAE)-based methodology for deep enterotyping and PD diagnosis prediction ( i.e ., predicting diseased vs. control status) u...

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Literature Corpus work: c60ffb33-a013-5e9f-a051-174fbff7cc2d
DOI: 10.64898/2026.03.17.26348604

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