Author

D. Krongauz

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Open access Sep 2026

Sound of aging: large-scale evidence for a voice-based biological clock

Chronological age does not capture heterogeneity in functional aging, motivating scalable, noninvasive biomarkers. We investigated whether a 30-s voice recording contains a reproducible age-related signal in 6979 Hebrew-speaking Israeli adults aged 40–70 years. Sex-stratified ridge models trained on WavLM-Large spe...

D. Krongauz, Y. Marmor, A. Zulti et al. · npj Aging · 0 citations

#explainable ai Review Open access Sep 2026

Microbiome and Metabolomics in Obesity: Advances in Understanding and Interventions Across the Lifespan.

Obesity arises from intertwined and reciprocal diet-microbiome-host pathways that reshape energy balance, insulin sensitivity, and inflammation. This review synthesizes mechanistic links between microbial functions and metabolic control, charts lifestyle-related lifecourse dynamics from birth to older age, examines how...

I. Kalafati, D. Krongauz, Alice Bosco et al. · Obesity Reviews · 0 citations

Preprint Jul 2026

Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System

The MEDA system is introduced, an LLM- and SR-powered agentic framework for discovering ordinary-differential-equation models of biological and biologically inspired dynamical systems and shows that knowledge-guided formalization and mechanistic constraints are load-bearing components, whereas numerical fitting alone c...

D. Krongauz, A. Zulti, Eran Segal et al. · 0 citations