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KeySDL: sparse dictionary learning for keystone microbe identification from steady-state observations using a dynamical-systems model

Abstract Background Identification of microbes with large impacts on their microbial communities, known as keystone microbes, is a topic of long-standing interest in microbiome research. However, many approaches to identify keystone microbes are limited by the inherent nonlinearity and state-depende...

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Autors principals: Max Gordon, Turgut Yigit Akyol, B. Amos, Stig U. Andersen, Cranos Williams
Format: Artigo
Idioma:Inglês
Publicat: BMC 2026-02-01
Col·lecció:BioData Mining
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Accés en línia:https://doi.org/10.1186/s13040-026-00527-3
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