Phenotyping functional brain dynamics: A deep learning prespective on psychiatry

A.G.M.A. Elgazzar, A.G.M.A. El-Gazzar

Research output: PhD ThesisPhd-Thesis - Research and graduation internal


This thesis explores the potential of deep learning (DL) techniques combined with multi-site functional magnetic resonance imaging (fMRI) to enable automated diagnosis and biomarker discovery for psychiatric disorders. This marks a shift from the convention in the field of applying standard machine learning techniques on hand-crafted features from a single cohort.
Original languageEnglish
QualificationDoctor of Philosophy
Awarding Institution
  • University of Amsterdam
  • van Wingen, Guido, Supervisor
  • Thomas, Rajat, Co-supervisor
Award date16 May 2024
Publication statusPublished - 2024

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