SOCIAL AND HUMANITARIAN POLICY OF UKRAINE IN THE CONDITIONS OF WAR


A Calibrated Ensemble Algorithm to Address Data Heterogeneity in Machine Learning: An Application to Identify Severe SLE Flares in Lupus Patients

Motivated to address the inconsistency between the essential i.i.d.assumption in machine learning theory and the data heterogeneity in real-world applications, we propose a novel calibrated ensemble (CE) algorithm to facilitate learning with diverse data subgroups.Unlike the traditional ensemble framework in which each learner is trained independen

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Sources of cholesterol for kidney and nerve during development.

Rats were injected intraperitoneally with [3H]water; 2 h later, they were killed, dissected, and cholesterol was isolated from several tissues.Measurement of incorporated radioactivity allowed for calculation of the absolute amount of newly synthesized cholesterol appearing in a tissue.We determined the daily rate of synthesis of cholesterol in the

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Biology of phosphatidylserine (PS): basic physiology and implications in immunology, infectious disease, and cancer

Abstract Phosphatidylserine (PS) is an anionic phospholipid found on the membranes of a variety of organelles throughout the cell, most notably the plasma membrane.Under homeostatic conditions, PS is typically restricted to the inner leaflet of the plasma membrane.However, during cellular activation and/or induction of cell death, PS is externalize

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