Article

The Second Brain: Diffusion Models for Realistic Human Microbiome Generation

2026-05-11

Abstract excerpt

The human microbiome is a critical determinant of health and disease, but microbiome machine learning is constrained by limited data availability, heterogeneous cohort coverage, and privacy risks from individually identifying microbial signatures. Synthetic microbiome generation could support method development and privacy-preserving sharing, provided that generated samples preserve the ecological zero-inflation o...

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Literature Corpus work: cdd7ce73-39bf-5796-b0c9-9e4896cc0194
DOI: 10.64898/2026.05.07.723523

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