Ontology highlight
ABSTRACT:
SUBMITTER: Guncar G
PROVIDER: S-EPMC5765139 | biostudies-literature | 2018 Jan
REPOSITORIES: biostudies-literature
Gunčar Gregor G Kukar Matjaž M Notar Mateja M Brvar Miran M Černelč Peter P Notar Manca M Notar Marko M
Scientific reports 20180111 1
Quick and accurate medical diagnoses are crucial for the successful treatment of diseases. Using machine learning algorithms and based on laboratory blood test results, we have built two models to predict a haematologic disease. One predictive model used all the available blood test parameters and the other used only a reduced set that is usually measured upon patient admittance. Both models produced good results, obtaining prediction accuracies of 0.88 and 0.86 when considering the list of five ...[more]