Author

E. Karpulevich

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#artificial intelligence Jul 2026

Searching for Robust Augmentations to Improve Out-of-Domain Generalization in Dermoscopic Skin Cancer Classification

Augmentations that model the physical causes of domain shift improve cross-source transfer at no cost to in-domain accuracy, and the improvement survives a selection-disjoint, contamination-free evaluation.

A. Kozachok, Ilya P. Latyshev, E. Karpulevich et al. · arXiv.org · 0 citations

Aug 2026

Dual knockdown of Scn1b and Gsdmd induces an M2-like functional state in macrophages and modulates inflammation and fibrosis in a rat model of acute respiratory distress syndrome

The potential use of adoptive transfer of siRNA-modified macrophages to influence the progression of ARDS is investigated and dual knockdown of Scn1b and Gsdmd leads to the formation of an M2-like macrophage phenotype in vitro.

V. Kiseleva, P. Vishnyakova, Anna Kosyreva et al. · Molecular Biology Reports · 0 citations