Dissertation Defense Schedule

Academic Excellence

Sharing original dissertation research is a principle to which the University of Delaware is deeply committed. It is the single most important assignment our graduate students undertake and upon completion is met with great pride.

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PROGRAM | Bioinformatics & Computational Biology

Exploring Early Stage Psychosis Through Multimodal Approaches – A Longitudinal Study

By: Kristina Holton Chair: Austin Brockmeier

ABSTRACT

Psychotic disorders are marked by positive and negative symptoms along with functional impairment. Besides clinically-measured features, neuroimaging (via MRI) provides measurements of the brain structure, electroencephalogram (EEG) can measure deficits in the Auditory Steady-State Response (ASSR), and fMRI or EEG can be used to measure the resting state network activity. These measurements from norms across the population (cross-sectionally) or longitudinal changes within an individual are key features that may lead to more targeted intervention (targeted clinical and cognitive remediation therapies) by tracking the individual’s progression trajectory.  At early stage psychosis, which is within the first six years of illness, we posit that impairments and changes are already present, but difficult to isolate due to the heterogeneity of the disease and the population. We investigate the relationship among these measurements using statistical modeling and machine learning. We utilize the McLean Hospital First Episode of Psychosis longitudinal dataset, which includes schizophrenia spectrum disorder and affective psychosis patients from ages 17-30, along with matched healthy controls. These subjects undergo a battery of clinical assessments, structural MRI, EEG, and resting state fMRI at baseline and several follow-up timepoints. We analyze each of these modalities in isolation, and then perform multimodal integration, to find discriminating patterns between early stage psychosis and healthy controls, and what features are important to classification and functional outcome.

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The Process

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Visit our “Step-by-Step Graduation Guide” to take you through the graduation process.From formatting your Dissertation to Doctoral Hooding procedures.

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Dissertation Manual

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Defense Submission Form

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