DYNAMIC MORTALITY PREDICTION IN CRITICALLY ILL CHILDREN DURING INTERHOSPITAL TRANSPORTS TO PICUS USING EXPLAINABLE AI

Dynamic mortality prediction in critically Ill children during interhospital transports to PICUs using explainable AI

Abstract Critically ill children who require inter-hospital transfers to paediatric intensive care units are sicker than other admissions and have higher mortality rates.Current transport practice primarily relies on early clinical assessments within the initial hours of transport.Real-time mortality risk during transport is lacking due to the abse

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Automated high-throughput quantification of mitotic spindle positioning from DIC movies of Caenorhabditis embryos.

The mitotic spindle is a microtubule-based structure that elongates to accurately segregate chromosomes during anaphase.Its position within the cell also dictates the future cell cleavage plan, thereby determining daughter cell orientation within a tissue or cell fate adoption for polarized cells.Therefore, the mitotic spindle ensures at the same t

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Favorable Tax Treatment of Russian Software Companies and its Evolution from the Choice of Preferences to the Tax Maneuver in IT industry

IT industry is noticeably distinguished by the tax support provided to it in the Russian economy.Nowadays software companies are treated as main contributors to national technological breakthrough being one of the main priorities of federal tax policy.Tax maneuver of 2021 significantly changed well-known tax rules, but some of novelties became a lo

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Alternative potency tests for quality control of immunobiologicals: a critical review of the validation approach

Introduction: In addition to low reproducibility, in vivo potency tests used in the quality control of Halloween immunobiological products require too many animals, causing them significant pain and suffering.In the last decades, many studies have been conducted to validate alternative methods for quality control and batch release of products such

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