Hevristično generiranje medicinskih simulacijskih scenarijev : doktorska disertacija

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Hevristično generiranje medicinskih simulacijskih scenarijev : doktorska disertacija

Križmarić, Miljenko

Sodobno izobraževanje zdravstvenih delavcev zahteva uporabo medicinskih simulatorjev, saj medicina postaja zahtevna in kompleksna. Simulatorji potrebujejo scenarije, ki jih izdelujejo zdravniki, ... vendar je tak pristop subjektiven, ker ima vsak zdravnik svoje lastne izkušnje. Scenarije lahko izboljšamo z uporabo metod strojnega učenja. V doktorskem delu raziščemo in uporabimo Bayesove verjetnostne mreže kot računalniško podprto orodje za izdelavo scenarijev. Predstavimo metodologijo CasGEN, ki jo uporabimo na realnem primeru večje podatkovne zbirke s področja urgentne medicine - 737 primerov predbolnišničnega oživljanja. Rezultate validiramo s pomočjo trifaznega modela zastoja srca pri prekatni fibrilaciji. V doktorskem delu potrdimo ustreznost metodologije CASGen na podlagi študije, ki so jo pozitivno ocenili eksperti s področja medicine. Na tak način potrdimo hipotezo raziskovalnega dela, da je predstavljena metodologija CASGen uporabno orodje za generiranje medicinskih scenarijev.

Type of material - dissertation ; adult, serious

Publication and manufacture - Maribor : [M. Križmarić], 2009

Language - slovenian

COBISS.SI-ID - 244925440

Link(s):
http://dkum.uni-mb.si/Dokument.php?id=7862
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Digitalna knjižnica Slovenije - dLib.si

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Author
Križmarić, Miljenko

Other authors
Kokol, Peter, 1957- | Grmec, Štefek

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Links to authors' personal bibliographies	Links to information on researchers in the SICRIS system
Križmarić, Miljenko	25641
Kokol, Peter, 1957-	03782
Grmec, Štefek	26218

Source: Personal bibliographies and: SICRIS

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