Modernization of Regression Models to Predict the Number of Deaths from the New Coronavirus Infection.

Unlabelled: was to modernize the existing prognostic regression models in the context of expanding knowledge about the new coronavirus infection.

Materials And Methods: The modification of models and the increase in their predictive ability are based on collecting the available data from international and Russian databases. We calculated the traditional descriptive statistics and used the linear regression analysis for modeling.

Application of Phagotherapy in the Treatment of Burn Patients (Review).

Treatment of patients with a burn injury is a complex process involving multicomponent multidirectional intensive therapy of the majority of organs and systems damaged by thermal effects on the skin, alternating with repeated surgical interventions aimed at removing nonviable tissues with subsequent plastic closure of wound defects. After the recovery from the burn shock, local infectious complications are considered to be the leading problem that decelerates the process of recovery and is the main cause of lethal outcomes. Since the skin integrity is broken, microorganisms penetrate readily into the internal environment of the human organism resulting in a septic state with multiple organ failure.

Regression Models Predicting the Number of Deaths from the New Coronavirus Infection.

Unlabelled: Predicting the development of epidemic infection caused by the COVID-19 coronavirus is a matter of the utmost urgency for health care and effective anti-epidemic measures. Given the rapidly changing initial information and the ambiguous quality of data coming from various sources, it is important to quickly optimize the existing prognostic models by using more sophisticated algorithms. is to test the originally developed mathematical algorithms for predicting the development of the COVID-19 epidemic process.