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Quantitative Biomedical Sciences Dissertations

Theses/Dissertations from 2024 2024

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

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

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

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

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

Theses/Dissertations from 2023 2023

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

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

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

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

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

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

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

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

Theses/Dissertations from 2022 2022

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

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

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

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