INTEGRATION OF DECISION SUPPORT SYSTEMS IN MEDICAL PRACTICE: PREDICTION OF OSTEOPOROSIS IN DIABETIC PATIENTS

Autor:	S. S. Safarova
Rok vydání:	2020
Předmět:	medicine.medical_specialty Decision support system Health (social science) Ecology business.industry Osteoporosis Public Health Environmental and Occupational Health Medicine Medical practice General Medicine business Intensive care medicine medicine.disease
Zdroj:	Ekologiya cheloveka (Human Ecology). 27:60-64
ISSN:	1728-0869
DOI:	10.33396/1728-0869-2020-3-60-64
Popis:	Currently, large amounts of information is available to clinical specialists ranging from clinical symptoms to various types of biochemical data and results of instrumental methods of diagnostics. In order to optimize decision making and to avoid treatment errors in medical practice, decision support systems based on artificial intelligence methods including artificial neural networks are becoming widely used in diagnostic procedures. Such systems allow increasing the efficiency of clinical analysis due to the processing of complex and interrelated medical data and integrating them into the results of diagnostics carried out by a clinician. This article describes the application of the methodology of artificial neural networks in medical diagnostics on the example of modeling and analyzing the risk of osteoporosis in diabetic patients.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::e7ff013c59310a717f360a1a3c8b7442 https://doi.org/10.33396/1728-0869-2020-3-60-64 Zobrazit plný text záznamu