Author

S. Illanes

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Open access Oct 2026

Early prediction of gestational diabetes mellitus using deep learning applied to routinely collected clinical data

Background Prediction of gestational diabetes mellitus (GDM) in early pregnancy enables timely, targeted interventions to reduce risks for both the mother and fetus. We aimed to improve early GDM prediction and clinical risk stratification using a novel deep learning (DL) approach that transforms tabular clinical data...

Gabriel Cubillos, Max Monckeberg, S. Illanes et al. · Frontiers in Endocrinology · 0 citations

Open access Sep 2026

Transcriptomic analysis defines gestation-specific programs of fetal liver maturation in premature sheep

Fetal liver maturation is essential for postnatal metabolic, synthetic, detoxification, and immune function. Disruption of this process by preterm birth contributes to hypoglycemia, impaired detoxification, and immune immaturity. However, the transcriptional programs associated with hepatic maturation during mid-to-l...

H. Ikeda, S. Watanabe, Kantarou Sahara et al. · Scientific Reports · 0 citations