Zobrazit minimální záznam

dc.contributor.authorJahoda, Pavel
dc.contributor.authorBriš, Radim
dc.contributor.authorBěloch, Michal
dc.contributor.authorMartínek, Lubomír
dc.date.accessioned2016-09-15T15:33:15Z
dc.date.available2016-09-15T15:33:15Z
dc.date.issued2016
dc.identifier.citationHealth and Technology. 2016, vol. 6, issue 2, p. 149-156.cs
dc.identifier.issn2190-7188
dc.identifier.issn2190-7196
dc.identifier.urihttp://hdl.handle.net/10084/112041
dc.description.abstractIf colorectal cancer requires surgical intervention, it is performed in either the laparoscopic or open method. It is desirable to choose the best methodology for each patient. We first consider the POSSUM model to estimate the probability of potential complications. The model was not found accurate enough, so the logistic regression was used to find new parameters of the POSSUM model. This new model was not accurate enough as well. A decision was made to decompose the POSSUM model to its 18 core variables and try to find the ones which are statistically significant. Using the method of logistic regression we isolated the variables providing us with the most information and based a new model on them. The quality of this model is further going to be discussed and a simple formula is provided to decide on the optimal operation technique while minimizing the risk of post operation complications.cs
dc.language.isoencs
dc.publisherSpringercs
dc.relation.ispartofseriesHealth and Technologycs
dc.relation.urihttp://dx.doi.org/10.1007/s12553-016-0133-7cs
dc.rights© IUPESM and Springer-Verlag Berlin Heidelberg 2016cs
dc.subjectcolorectal cancercs
dc.subjectlogistic regressioncs
dc.subjectPOSSUM modelcs
dc.subjectdecision on surgery techniquecs
dc.titleDecision support system minimizing the risk of post-operation complications after surgeriescs
dc.typearticlecs
dc.identifier.doi10.1007/s12553-016-0133-7
dc.type.statusPeer-reviewedcs
dc.description.sourceWeb of Sciencecs
dc.description.volume6cs
dc.description.issue2cs
dc.description.lastpage156cs
dc.description.firstpage149cs
dc.identifier.wos000381470100007


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