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Author Kipli, Kuryati, author

Title Automated detection of depression from brain structural magnetic resonance imaging scans / by Kuryati Kipli
Published 2014


Location Call no. Vol. Availability
 W'PONDS  616.80475418 Kip/Ado  AVAILABLE
Description 1 CD-ROM (PDF file (xvii, 143 pages, illustrations)) ; 12 cm
4 3/4 in
Summary Summary: Automated sMRI-based depression detection system is developed whose components include acquisition and preprocessing, feature extraction, feature selection, and classification. The core focus of the research is on the establishment of a new feature selection algorithm that quantifies the most relevant brain volumetric feature for depression detection at an individual level
Notes Submitted to the School of Engineering in the Faculty of Science, Engineering and Built Environment, Deakin University
Thesis (Ph.D.) -- Deakin University, Victoria, 2014
Bibliography Bibliography: 123-143 pages
Subject Depressions -- Research.
Mental illness -- Diagnosis.
Magnetic resonance imaging.
Genre/Form Academic theses.
Author Deakin University. Faculty of Science, Engineering and Built Environment
Deakin University. School of Engineering, degree granting institution