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A Tree‐Based Model for Addressing Sparsity and Taxa Covariance in Microbiome Compositional Count Data

open access: yesStatistics in Medicine, Volume 45, Issue 10-12, May 2026.
ABSTRACT Microbiome compositional data are often high‐dimensional, sparse, and exhibit pervasive cross‐sample heterogeneity. We introduce the “logistic‐tree normal” (LTN) model, a generative model that allows flexible covariance among the microbiome taxa, enables scalable computation, and effectively captures other key characteristics of microbiome ...
Zhuoqun Wang, Jialiang Mao, Li Ma
wiley   +1 more source

Fermentation dynamics of millet beverages: Microbial interactions, nutritional enhancements, and health implications. [PDF]

open access: yesFood Chem X
Tomar T   +6 more
europepmc   +1 more source

Exploring the bioactive components of millets for their nutraceutical potential. [PDF]

open access: yesFood Sci Biotechnol
Babypriyanka S   +5 more
europepmc   +1 more source

Effect of Millets Once a Day on Glycaemic Control among Women with Gestational Diabetes Mellitus in a Tertiary Care Setting - A Randomized Controlled Trial. [PDF]

open access: yesIndian J Endocrinol Metab
Duraiswamy M   +6 more
europepmc   +1 more source

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