Image analysis of HDL molecules for risk estimation of coronary heart disease and decision support

• Main Author: Kraus, Benedikt
• Other Authors: Σακελλαρόπουλος, Γεώργιος
• Format: Thesis
• Language: Greek
• Published: 2016
• Subjects: High Density Lipoproteins (HDL); Decisions support; Coronary heart disease; Image analysis; Risk estimation; Statistical learning; Machine learning; Στεφανιαία καρδιακή νόσος; Υποβοήθηση διαγνωστικής; Καρδιακές παθήσεις; Ανάλυση εικόνας; Εκτίμηση ρίσκου; Στατιστική μάθηση; 616.123 075 072 4

A number of learning schemes has been applied and the results recorded. Counting all the different parameter sets as different learners a total of over 2800 learners was applied to each of the data sets. For the data set bayesw 79 learners had an accuracy over 80%. Most of them where of the SVM f...