Articles: disease.
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Pol. Arch. Med. Wewn. · May 2024
Comparative StudyA comparison of interpretable XGBoost and artificial neural network model for the prediction of severe acute pancreatitis.
Acute pancreatitis (AP) that progresses to persistent organ failure is referred to as severe acute pancreatitis (SAP). It is a condition associated with a relatively high mortality. A prediction model that would facilitate early recognition of patients at risk for SAP is crucial for improvement of patient prognosis. ⋯ An interpretable XGBoost model showed better discriminatory efficiency for predicting SAP than the ANN model, and could be used in clinical practice to identify patients at risk for SAP.
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Pol. Arch. Med. Wewn. · May 2024
Post-COVID-19 syndrome in everyday clinical practice: interdisciplinary expert position statement endorsed by the Polish Society of Civilization Diseases.
Post-COVID-19 syndrome, also known as long COVID-19 syndrome, is a complex set of symptoms that persist for weeks or months after recovery from an acute phase of COVID-19. These symptoms can affect various body systems, including the respiratory, nervous, cardiovascular, and digestive systems. ⋯ Pathogenesis of post-COVID-19 syndrome is complicated and not fully understood, but it is likely related to an overactive immune system, disturbances in the intestinal microbiome, and cell and tissue damage caused by the virus. Incorporating a multidisciplinary approach to treating and rehabilitating patients and further research into this syndrome's underlying mechanisms and therapy are crucial for understanding and effectively treating this complex and multifaceted condition.