Cluster analysis in assessing the interdependencies of clinical and morphological parameters of patients with mixed infections (pulmonary tuberculosis, chronic viral hepatitis, HIV infection) and heroin addiction

Autor:	Ivan I. Tokin, Galina F. Filimonova, Evgeniia Yu. Pigul, I.B. Tokin
Rok vydání:	2015
Předmět:	medicine.diagnostic_test Globulin biology business.industry Human immunodeficiency virus (HIV) Heroin addiction medicine.disease_cause Disease cluster medicine.disease Pulmonary tuberculosis Liver biopsy Immunology Biopsy medicine biology.protein business Viral hepatitis
Zdroj:	2015 International Conference "Stability and Control Processes" in Memory of V.I. Zubov (SCP).
DOI:	10.1109/scp.2015.7342204
Popis:	Cluster analysis was performed for different indexes in patients with mixed infections (pulmonary tuberculosis, HCV, HIV) and heroin addiction. Morphological peculiarities of liver biopsy specimens were compared with non-invasive clinical and laboratory parameters. Non-hierarchical Partitioning Around Medoids algorithm and fuzzy clustering method were applied. Associations were found for morphological peculiarities and biochemical parameters. Among all indexes under consideration such biochemical parameters as ALT, AST, α 1 -globulin and α 2 -globulin were the most important ones.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::fbc247d17c416af8238ea63337aa8ed4 https://doi.org/10.1109/scp.2015.7342204 Zobrazit plný text záznamu