Treffer: Study Results from Rostov State Medical University Update Understanding of Chronic Obstructive Pulmonary Disease (Using the method of artificial neural networks for integration into the decision support system as a tool for optimizing...).

A study conducted at Rostov State Medical University explored the use of artificial neural networks in the medical decision support system for optimizing outpatient management of patients with chronic obstructive pulmonary disease (COPD). The study involved 150 patients who completed the outpatient stage of pulmonary rehabilitation after a moderate exacerbation. A four-layer neural network was created and implemented using the Java programming language. The research concluded that the use of artificial neural networks showed high specificity in predicting outcomes and was introduced into outpatient polyclinic institutions in Rostov-on-Don. [Extracted from the article]