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Theses/Dissertations from 2024

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Cytokine activity estimation and receptor abundance approximation with multimodal scRNA-seq/CITE-seq data., Azka Javaid

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DEEP LEARNING APPROACHES FOR CANCER PROGNOSIS PREDICTION USING HISTOPATHOLOGICAL, OMICS, AND CLINICAL DATA, Shuai Jiang

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Identifying Environmental and Genetic Risk Factors of Diseases in Case-control Studies, Siting Li

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LEVERAGING PASSIVELY-COLLECTED WEARABLE ACCELEROMETRY DATA COUPLED WITH MACHINE LEARNING TO LONGITUDINALLY DETECT AND PREDICT MAJOR DEPRESSIVE DISORDER, George D. Price

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PLASMA PER-AND POLYFLUOROALKYL SUBSTANCE (PFAS) MIXTURES AND MATERNAL CARDIOMETABOLIC HEALTH, Yuting Wang

Theses/Dissertations from 2023

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TOWARDS SCALABLE MENTAL HEALTH: LEVERAGING DIGITAL TOOLS IN COMBINATION WITH COMPUTATIONAL MODELING TO AID IN TREATMENT AND ASSESSMENT OF MAJOR DEPRESSIVE DISORDER, Matthew D. Nemesure

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MODELING THE BIDIRECTIONAL RELATIONSHIP BETWEEN SHARED-PATIENT PHYSICIAN NETWORKS AND PATIENT LONGITUDINAL TREATMENT PATTERNS: APPLICATION TO PHYSICIAN RISKY-PRESCRIBING, Xin Ran

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Cell-Typing and Interaction Analysis of the Immune Compartment of the Tumor Microenvironment using High-Resolution Omics Modalities, Courtney Taylor Schiebout

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Uncovering the Role of Fat-Infiltrated Axillary Lymph Nodes in Obesity-Related Diseases with Statistical and Machine Learning Analyses, Qingyuan Song

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Unraveling the neural basis of emotions: Advancing understanding with ecologically valid paradigms and high-resolution intracranial EEG, Tiankang Xie

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PREDICTING HIV VACCINE-MEDIATED PROTECTION LEVEL TO IDENTIFY IMMUNE CORRELATES USING POSITIVE UNLABELED LEARNING, Shiwei Xu

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CHARACTERIZING HOW FOOD ADVERTISING AND GENETIC OBESITY RISK FACTORS AFFECT NEURAL REWARD REACTIVITY AND EATING IN THE ABSENCE OF HUNGER IN CHILDREN, Dabin Yeum

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DNA METHYLATION-BASED EPIGENETIC BIOMARKERS IN CELL-TYPE DECONVOLUTION AND TUMOR TISSUE OF ORIGIN IDENTIFICATION, Ze Zhang

Theses/Dissertations from 2022

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Impacts of Population Level Environmental Contaminants, Sex Hormones, and Fibroblast Cell Subsets on Systemic Sclerosis (SSc), Noelle N. Kosarek

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THE THREE-WAY INTERPLAY AMONG EARLY LIFE EXPOSURES, THE GUT MICROBIOME, AND OUTCOMES IN INFANCY, Yuka Moroishi

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Deciphering Taxa-function Relationships in Population-level Studies of Human Gut Microbiomes, Quang P. Nguyen

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QUANTITATIVE PROTEOMIC ANALYSES OF HUMAN PLASMA: APPLICATION OF MASS SPECTROMETRY FOR THE DISCOVERY OF CLINICAL DELIRIUM BIOMARKERS, Kwame Wiredu