Avtor/Urednik		Povalej, Petra; Lenič, Mitja; Molan-Štiglic, Milojka; Skerbinjek-Kavalar, Maja; Završnik, Jernej; Kokol, Peter
Naslov		A journey through clinical applications of multimethod decision trees
Tip		članek
Vir		In: Dojat M, Keravnou E, Barahona P, editors. Artificial intelligence in medicine. Proceedings of the 9th conference on artificial intelligence in medicine, AIME 2003; 2003 Oct 18-22; Protaras, Cyprus. Berlin: Springer,
Leto izdaje		2003
Obseg		str. 249-53
Jezik		eng
Abstrakt		We present a journey through successful applications of mulrimethod approach to induction of decision trees in knowledge extraction, discovery of new knowledge and early diagnosis on the case of asthma, cardiovascular problems and mitral valve prolapse. The results show that the multimethod approach is a powerful and promising technique enahling the conformation of existing medical knowledge and more interestingly, also enables the induction of new facts and hypothesis, which can reveal some new interesting pattcrns and possibly improve the existing medical knowledge.
Deskriptorji		DECISION SUPPORT TECHNIQUES DECISION MAKING, COMPUTER-ASSISTED DECISION TREES ASTHMA MITRAL VALVE PROLAPSE CARDIOVASCULAR DISEASES