A Journey trough Clinical Applications of Multimethod Decision Trees

Autor:	Petra Povalej, Maja Skerbinjek Kavalar, Mitja Lenic, Peter Kokol, Milojka Molan Štiglic, Jernej Završnik
Rok vydání:	2003
Předmět:	Aortic valve disease Medical knowledge Knowledge extraction Knowledge representation and reasoning Operations research Computer science medicine Trough (geology) Decision tree Cardiovascular problems Mitral valve prolapse medicine.disease Data science
Zdroj:	Artificial Intelligence in Medicine ISBN: 9783540201298 AIME Scopus-Elsevier
DOI:	10.1007/978-3-540-39907-0_35
Popis:	We present a journey through successful applications of multimethod approach to induction of decision trees in knowledge extraction, discovery of new knowledge and early diagnosis on the cases of asthma, cardiovascular problems and mitral valve prolapse. The results show that the multimethod approach is a powerful and promising technique enabling the conformation of existing medical knowledge and more interestingly, also enables the induction of new facts and hypothesis, which can reveal some new interesting patterns and possibly improve the existing medical knowledge.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2b123885168ef72b83b7311c07c026e8 https://doi.org/10.1007/978-3-540-39907-0_35 Zobrazit plný text záznamu