Review

Toward AI-Driven Detection of Asymptomatic Chronic Conditions from Stool Metagenomics and Dietary Data: A Multimodal Deep Learning Framework for T1DM, T2DM, MOS/PCOS, Cancer, and Autoimmune Disease

Figure 1. Disease-specific gut microbial marker signatures across six condition groups.
Open the figure at full size
Figure 1. Disease-specific gut microbial marker signatures across six condition groups.Disease-specific gut microbial marker signatures across six condition groups.Szili et al. · CC BY

Microorganisms

Abstract

Chronic non-communicable conditions-type 1 and type 2 diabetes mellitus (T1DM, T2DM), metabolic obesity syndrome (MOS), polycystic ovary syndrome (PCOS), colorectal and extra-intestinal cancers, and systemic autoimmune disease-share a prolonged asymptomatic phase during which conventional screening is invasive, insensi

The paper

University of Szeged · Széchenyi István University

Microorganisms · 24 Aug 2026 · CC BY

doi.org/10.3390/microorganisms14091880PubMed 42795462

More on Microbiome composition