REGRESSION WITH GAUSSIAN MIXTURE MODELSAPPLIED TO TRACK FITTING

Regression with Gaussian Mixture ModelsApplied to Track Fitting

This note describes the application of Gaussian mixture regression to track fitting with a Gaussian mixture model of the position errors.The mixture model is assumed to have two components with identical component means.Under the premise that the association of each measurement to a specific mixture component is known, the Gaussian mixture regressi

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Relationship between free circulating DNA levels, ejection fraction and brain natriuretic peptide levels in patients with chronic heart failure: prospective observational study

BACKGROUND: Chronic heart failure (CHF) is one of the most serious problems in cardiovascular diseases, requiring accurate diagnosis and treatment.The search for new laboratory markers of CHF can improve the accuracy of diagnosis and identify the severity of the patients condition.AIM: Our aim was to study the relationship between the levels of fre

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Revealing the Antiperspirant Components of Floating Wheat and Their Mechanisms of Action through Metabolomics and Network Pharmacology

Floating wheat is a classical herbal with potential efficacy in the treatment of hyperhidrosis.Aiming at revealing the main components and potential mechanisms of floating wheat, a comprehensive and unique phytopharmacology profile study was carried out.First, common wheat windhut was used as a control to look for chemical markers of floating wheat

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