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Using Deep Learning-Based Framework For Child Speech Emotion Recognition, Gerald N. Onwujekwe

Theses and Dissertations

Biological languages of the body through which human emotion can be detected abound including heart rate, facial expressions, movement of the eyelids and dilation of the eyes, body postures, skin conductance, and even the speech we make. Speech emotion recognition research started some three decades ago, and the popular Interspeech Emotion Challenge has helped to propagate this research area. However, most speech recognition research is focused on adults and there is very little research on child speech. This dissertation is a description of the development and evaluation of a child speech emotion recognition framework. The higher-level components of the framework …

Local Delivery Of Tumor Associated Macrophage Immunotherapy For The Treatment Of Metastases To The Lungs, Sulaiman Alhudaithi

Theses and Dissertations

Metastases are the leading cause of cancer-related deaths, and the lungs are one of the primary sites of metastases from several malignancies. Existing therapies fail to entirely eradicate tumors that disseminate and reside in lungs; therefore, patient prognosis significantly worsens. Conventional therapies utilized to treat lung tumors such as chemotherapy are administered systemically and typically exhibit poor lung biodistribution profiles, leading to many undesirable off target effects and suboptimal drug concentration in the tumor, which may promote resistance, further compromising the quality of life of secondary lung cancer patients. Immune cells that infiltrate the tumor microenvironment (TME) play a central …

Are The Tickets For Everyone? Heterogeneity Of Economic Rewards For Associate’S Degree Completion, Kathleen E. Lee

Theses and Dissertations

Associate’s degree completion has been billed as the quickest way to upskill the workforce and a ticket to the middle class (Carnevale et al., 2018; Gittell et al., 2017). Yet, over 35 million Americans have left college without a degree (Wheatle et al., 2017). Black and Hispanic students are more likely than White and Asian students to leave college before completing a degree (Shapiro et al., 2017). This study examined if economic benefits differ between those whose highest level of educational attainment is “some college, no degree (SCND)” and an associate’s degree, specifically by analyzing heterogeneity and interaction effects between …

A Novel Sulfated Trimer Of Quercetin For Pulmonary Delivery To Treat The Emphysematous Lung, Abhinav Mohan

Theses and Dissertations

Emphysema, a major manifestation of chronic obstructive pulmonary disease (COPD), affects millions of patients in the United States; yet, no present treatment is able to directly modify the disease process. In the recent past, a pathobiologic hypothesis surrounding the deficiency of vascular endothelial growth factor (VEGF), has surfaced as a cause of the alveolar structural destruction and loss in emphysema. Additionally, sirtuin 1 (SIRT1), a regulator of anti-oxidative proteins and cellular homeostasis, has been found to be reduced in the lungs of emphysematous patients. Given these disturbances, this research hypothesized that such pathobiologic deficiencies can be inhibited with a sulfated …

E-Cigarette Use And Perceptions Among Adolescents With Attention-Deficit/Hyperactivity Disorder: The Role Of Parental Messages About Tobacco, Mayra S. Ramos

Theses and Dissertations

Adolescents with attention-deficit/hyperactivity disorder (ADHD) are at increased risk of using e-cigarettes compared to their neurotypical peers. Parent-adolescent communication about tobacco use and number of ADHD symptoms can influence adolescents’ perceptions of e-cigarettes and their e-cigarette use. Adolescents with ADHD (n = 80) completed questionnaires assessing parental messages about tobacco use; e-cigarette harm perceptions; susceptibility to use e-cigarettes; and e-cigarette use. Parents reported on messages about tobacco use, adolescent’s ADHD symptomatology, and completed demographic questionnaires. Twenty-percent of adolescents reported e-cigarette ever use. Adolescent girls were significantly more likely to report higher e-cigarette harm perceptions than boys. Parents reported providing messages …

A Computational Model Relating Tissue Oxygen Consumption To Oxygen Delivery In A Krogh Cylinder Model Of Skeletal Muscle, Raghad A. Alqahtani

Theses and Dissertations

Oxygen transport from a capillary to skeletal muscle tissue is a complex process that involves convective and diffusive mechanisms to deliver adequate oxygen to meet tissue metabolic activities. Typically, oxygen uptake in tissue is set by oxygen demand, which is set by metabolic activity. The relationship between the oxygen consumption (VO₂) of an isolated perfused tissue and the rate of delivery of oxygen (QO₂) to the tissue has been a subject of interest to many investigators over the past century. Experiments have shown that there is a critical value of QO₂ below which tissue VO …

Identifying Genes Downstream Of Mef2 That Influence Ethanol Sedation In Drosophila Melanogaster, Ananya Talikoti

Theses and Dissertations

Alcohol use disorder is a global public health issue that affects millions across the world. It can result in negative physical and mental health outcomes, and currently treatment options are limited and rates of relapse are high. Identifying genes that affect aspects of ethanol behaviors in model organisms, such as Drosophila melanogaster, can serve to eventually develop more robust therapeutic interventions for those experiencing alcohol dependence. Previous studies have identified a relationship between a person's initial sensitivity to alcohol and their abuse potential for the drug in later life. Therefore, we can study sedation behaviors in Drosophila melanogaster to …

Evaluating The Effects Of Electronic Nicotine Delivery Systems On Smoking Reduction, Negative Mood, And Stress Among Smokers With Mental Illness, Cosima Hoetger

Theses and Dissertations

Introduction: Smokers with mental illness (MI) are disproportionately affected by negative health outcomes. Electronic nicotine delivery systems (ENDS) may represent a harm reduction tool for those who reduce and/or replace their cigarettes with ENDS. Little previous research has examined how smokers with MI respond to ENDS. This analysis aimed to address this research gap using secondary data from a randomized controlled trial of ENDS varying in nicotine delivery among smokers with and without current MI. The aims were to test 1) the effects of MI status, condition, and time on changes in smoking behavior and negative mood and stress measures, …

Impact Dynamics Of Surfactant-Laden Droplets On Non-Wettable Coatings, Amir Esmaeili

Theses and Dissertations

Owing to their excellent water repellency, non-wettable (superhydrophobic) coatings have gained tremendous attention in the past couple of decades. Alkyl ketene dimer (AKD), an inexpensive polymer frequently used in paper industry as a sizing agent, has shown potentials to become superhydrophobic. The formation of a porous structure after curing the solidified AKD for an extra-long time (4–6 days) results in superhydrophobicity, i.e., a static contact angle with water of >150° and a roll-off angle of <10°. In this work, a facile and low-cost method was used to turn the surface of AKD superhydrophobic in a very short period of time by briefly treating the coatings, obtained from isothermally heated molten AKD at 40 °C for 3 min, with ethanol. The resulting superhydrophobicity is due to the formation of porous, entangled irregular micro/nano textures that create air cushions on the surface leading to droplet state transition from Wenzel to Cassie. As a proof of concept, the same material was applied to the co-sputtered nickel-tungsten thin films, commonly used in micro/nano-electro-mechanical systems, to improve their hydrophobicity. According to the results, at least 20% increase was observed in the dynamic contact angles of the treated substrates.

In addition, this work presents a detailed high-speed imaging analysis of the influence of the molecular weight, concentration and ionic nature of surfactants on droplet …

Mobile-Based Contingency Management To Promote Daily Self-Monitoring Of Pain Severity And Related Measures In An Online Sample Of Individuals With Chronic Pain, Kathryn Polak`

Theses and Dissertations

Between 11% and 40% of the US population experience chronic pain. One promising pain management solution is remote self-monitoring. Unfortunately, low rates of adherence have impeded the use of remote self-monitoring among chronic pain patients. One robust strategy for improving adherence is contingency management (CM). This project pilot tested a fully-automated CM app (DynamiCare Rewards) programmed with an escalating variable-ratio reinforcement schedule for promoting daily self-monitoring of pain symptom severity, related variables (e.g., sleep), and prescription opioid use over a 28-day period in a sample of individuals with chronic pain. A pilot RCT compared participants randomized to CM (n …

Urate Genetic Assessment In Asian And Pacific Islander Subgroups Of Pregnant Women: Implications For Personalized Medicine And Means To Reduce Health Disparities, Ali Alghubayshi

Theses and Dissertations

Gout is one of the most common rheumatic conditions and appears to have a higher prevalence in certain populations. Risk factors for gout and its precursor, hyperuricemia, are also significant risk factors for preeclampsia, major pregnancy-related morbidity. A retrospective cross-sectional study was conducted on 1059 pregnant women from different populations whom 100% reported their ethnicities from the Asian, Native Hawaiian, and Pacific Islander populations. Numerous uric acid (UA) genes and clinical conditions were addressed, and all study details were reviewed and exempted by the University of Hawaii human Studies Program (Protocol Number: 2018-00225). In this project, we hypothesized that UA …

Rheological Analysis Of The Mechanical Properties Of Murine Lungs Over The Lifespan, Olajumoke Olufunke Harrison

Theses and Dissertations

To study the effects of aging in murine lungs, we characterized C57Bl6j mice from neonatal to 24-month-old mice. Samples were divided into two groups: Young Mice (YM) and Middle Age/Old Age Mice (MOM). The YM group included the neonatal and 6-10week. The MOM group included 7- and 22–24-month-old mice. Rheological testing was performed using a TA Instruments DHR-2 Rheometer to collect the mechanics of each mice sample. Utilizing a 20-mm parallel plate fixture, a gap of 0.8-1.0-mm, and a temperature setting of 25C, we conducted a frequency sweep. Samples were the decellularized over a four-day process then lyophilized for mass …

Impact Of Physical Activity And Cardiorespiratory Fitness On Vascular Homeostasis In Premenopausal Women Consuming A Westernized High-Fat Meal, Lauren N. Pedersen

Theses and Dissertations

A large percentage of adults in industrialized nations consume a Westernized dietary pattern, which contributes to fasting dyslipidemia and increased risk for atherosclerotic cardiovascular disease. Evidence suggests that a single Westernized meal containing high saturated fat may induce alterations in blood lipids as well as disturb multiple factors regulating peripheral vascular homeostasis, including innate immune cell function, oxidative stress, and vascular function. Conversely, participation in acute and chronic exercise may beneficially impact an individual’s postprandial response. Therefore, this dissertation contains three manuscripts seeking to describe how acute exercise, cardiorespiratory fitness, and physical activity level impact the lipemic and vascular homeostatic …

Continuous Manufacturing Of Pharmaceuticals Using Novel Platforms, Sarah S. Aboelela

Theses and Dissertations

Pharmaceuticals have been synonymously manufactured in a centralized, batch mode with less attention to process and formulation understanding. However, due to rising drug costs, shortages, and robustness issues, in addition to the alarming lack of flexibility and agility, regulatory agencies have pushed towards switching to continuous processes. They believed in continuous manufacturing, providing cleaner, flexible, and more efficient processes. Hence, it was foreseen to reduce development and manufacturing costs, time, and environmental impact and ensured drug product quality. Over the last two decades, continuous manufacturing quality, environmental, and economic advantages have been evident through many case studies and approved products …

Investigating Cannabinoid Type-1 Receptor (Cb1r) Positive Allosteric Modulators (Pams) In Mouse Models Of Overt Cannabimimetic Activity, Subjective Drug Effects, And Neuropathic Pain, Jayden Elmer

Theses and Dissertations

Chronic pain affects between 20 and 30 percent of the adult population in western countries and represents a wide array of specific etiologies (Berge, 2011). Neuropathic pain secondary to traumatic nerve injury, chemotherapeutic toxicity, or diseases (e.g., diabetes mellitus) is often refractory to conventional analgesics, with patients receiving less than 50% pain relief compared to placebo (Finnerup et al. 2010). The endocannabinoid system has shown potential as a therapeutic target for neuropathic pain wherein CB1 agonism via administration of exogenous agonists or pharmacological blockade of endocannabinoid catabolic enzymes exhibits efficacy in reversing allodynia in the chronic constriction injury (CCI) model …

Exploring The Dopamine Transporter Utilizing A Two-Pronged Approach With Novel Cathinone Analogs And Mutant Dopamine Transporters, Charles B. Jones Iii

Theses and Dissertations

The dopamine transporter (DAT) is responsible for the removal of the neurotransmitter from the synaptic gap and a therapeutic target for a multitude of drugs. While the ortholog Drosophila melanogaster dopamine transporter (dDAT) and human serotonin transporter (hSERT) have resolved structures, the human dopamine transporter (hDAT) does not. A 3-D computational homology model of hDAT was constructed for the study of molecular interactions with agents within the central binding site (S1) of the transporter.

Synthetic cathiones are a class of abused stimulant drugs that primarily target DAT. Greater than 150 cathinones have been identified on the clandestine market but there …

Development Of Sam-Based Chemical Probes For Methyltransferases, Daniel V. Mongeluzi

Theses and Dissertations

Fig.1. SAM analog for the profiling of MTase activity. A. Chemical structure of probe 1; B. General scheme of the labeling and capture strategy.

A

B

Methylation is a fundamental mechanism used in the biological system to modify the structure and function of biomolecules such as proteins, DNA, RNA, and metabolites.¹ Methyl groups are installed by a large and diverse class of S-adenosyl-L-methionine (SAM)-dependent methyltransferases (MTases), which transfer the sulfonium methyl group of SAM to either carbon, nitrogen, oxygen, or other heteroatoms on biomolecules.² Dysregulated MTase activity contributes to numerous diseases, including cancer, metabolic disorders, neurodegenerative diseases. …

Prognostic Modeling Of Recovery Following Stem Cell Transplantation, Brielle A. Forsthoffer

Theses and Dissertations

Predicting the trajectory of lymphoid recovery following myeloablative hematopoietic stem cell transplantation (SCT) can help guide subsequent therapeutic decisions, since poor recovery has been associated with graft-versus-host disease (GVHD), relapse and mortality. Previous attempts at classifying patients depended on absolute criteria being set prior to modeling absolute lymphocyte counts (ALCs) over time. Having an empirical clinical decision support tool for objectively determining the trajectory an individual might take during their recovery would be advantageous. We propose using growth-based trajectory modeling (GBTM) and growth mixture modeling (GMM), which utilize machine learning algorithms to empirically identify latent groupings of data. Due to …

Pharmacophoric Evaluation Of 5-Ht2a And 5-Ht2b Serotonin Recpeptors, Prithvi Hemanth

Theses and Dissertations

Serotonin (5-HT) receptors represent a class of receptors involved in a variety of physiological processes including regulation of mood, perception, cognition, appetite, and heart function, and thus serve as drug targets of several drugs such as antipsychotic agents, hallucinogenic drugs, and appetite suppressant drugs. Due to the structural similarity of certain 5-HT receptor subtypes, particularly 5-HT₂ receptors (5-HT_2A, 5-HT_2B receptors) determination and refinement of pharmacophore models of these receptor subtypes can greatly improve the therapeutic efficacy of drugs that target them.

The goals of this study were to define and/or refine existing pharmacophore models for 5-HT …

Intentions To Use Telerehabilitation For Communication And Treatment For Vision Impairments, Eric E. Hicks

Theses and Dissertations

BACKGROUND: Approximately 8.1 million people in the United States 18 and older have difficulty performing one or more daily activities because of vision impairment or blindness (Erickson, Lee, & von Schrader, 2020; Taylor, 2018). If the impairments caused by vision loss are not addressed, they can result in financial difficulties, suffering, disability, loss of productivity, and decreased quality of life (National Center for Chronic Disease Prevention and Health Promotion, 2011). Currently, in-person low vision rehabilitation services are the gold standard for teaching people how to adapt to and compensate for these deficits, however, the access and utilization of these services …

Sleep-Related Problems, Sleep-Related Distress, And Sleep-Related Functional Status Among Adult Inpatients Receiving Palliative Care, Lisa C. Sievers

Theses and Dissertations

Palliative care patients may be at a higher risk for sleep-related problems and their negative effects compared to the general population, yet limited sleep research has been done with this population. The purpose of this dissertation was to determine prevalence rates for excessive sleepiness, insomnia, restless legs syndrome (RLS), and high risk for sleep apnea (HRSA); examine relationships between the aforementioned sleep-related problems, sleep-related distress (SD), and sleep-related functional status (SFS); and to determine which sleep-related problem measures along with age and gender predicted SD and SFS among a sample of adult palliative care inpatients. Secondary aims were to understand …

A Deep Learning U-Net For Detecting And Segmenting Liver Tumors, Vidhya Cardozo

Theses and Dissertations

Visualization of liver tumors on simulation CT scans is challenging even with contrast-enhancement, due to the sensitivity of the contrast enhancement to the timing of the CT acquisition. Image registration to magnetic resonance imaging (MRI) can be helpful for delineation, but differences in patient position, liver shape and volume, and the lack of anatomical landmarks between the two image sets makes the task difficult. This study develops a U-Net based neural network for automated liver and tumor segmentation for purposes of radiotherapy treatment planning. Non-contrast simulation based abdominal CT axial scans of 52 patients with primary liver tumors were utilized. …

Dendrimer-Based Antibiotics For The Treatment Of Bacterial Biofilm In Cystic Fibrosis (Cf), Younan Ma

Theses and Dissertations

Pseudomonas aeruginosa (PA) is the predominant pathogen in chronic lung infections of cystic fibrosis (CF) patients. The most important mechanism of adaptation of PA to host defense and antibiotic treatment is the formation of biofilms within the mucus layer covering the lung bronchi. The effectiveness of antibiotics such as aminoglycosides is significantly attenuated by their limited penetration through thick mucus and embedded biofilm matrix in patients’ lung. Inhaled tobramycin (Tobra), which is the most commonly used antibiotics in the treatment of PA infections for CF patients, is usually found to be in very high concentration in patients’ lung, and yet …

Health Outcomes And Utilization Associated With Renal Diseases In Patients With Cancer In The United States, Mitisha Dedhia

Theses and Dissertations

Background: Adverse events and impairments associated with cancer and its treatments causes worse outcomes. Increased incidence of renal diseases among cancer patients is of particular concern. Objective: To determine the risk factors for renal disease in cancer patients and compare healthcare costs, utilization and health-related quality of life (HRQoL) of cancer patients with a renal disease and cancer patients without renal diseases. Methods: Medical Expenditure Panel Survey files from 2009 – 2018 for cancer patients was used for this study. Multiple logistic regression, generalized linear model, Poisson regression and multiple linear regression for analyses after adjusting for demographic, socioeconomic and …

Patient Blood Management Programs And Their Association With Patient And Organizational Outcomes, Sandra L. Lamm

Theses and Dissertations

Blood transfusions are the most common hospital procedure. However, many transfusions may be unnecessary. These unnecessary transfusion may expose patients to the potential risks of transfusion without improving patient outcomes Patient blood management (PBM) programs emphasize conserving a patient’s own blood resources and only transfusing the minimum amount needed. This study examined the organizational and environmental factors associated with a hospital having a PBM program, or having processes based on PBM, and their impact on organizational and patient outcomes potentially affected by blood transfusions.

A PBM survey was created for this study and used to gather information on hospitals having …

Examining The Impact Of Entrepreneurship Training On Entrepreneurial Mindset And Economic Well-Being, Sombo Muzata

Theses and Dissertations

This study used a mixed methods research design to examine the impact of entrepreneurship training on entrepreneurial mindset and economic well-being using the RVA Works Entrepreneurship Training Program as a case study. With human capital theory as a theoretical framework, a combination of 55 interviews and 36 surveys were used to answer the research questions. The study found that entrepreneurship training positively impacts an entrepreneurial mindset. The impact of the training on entrepreneurial mindset differed by participants age and educational level. Study participants applied their entrepreneurial mindset to their businesses, jobs, and other aspects of life. Participation in the program’s …

Physiological And Subjective Effects Of Protonated Nicotine Liquids In Tobacco Users, Alisha Eversole

Theses and Dissertations

Electronic cigarettes (ECIGs) produce an aerosol by heating a liquid that often contains nicotine. The nicotine can be protonated, potentially making the aerosol easier to inhale than freebase nicotine. This study’s purpose was to determine, in inhaled tobacco product users, the effects of three concentrations of protonated nicotine aerosolized at two different power settings (in watts).

Twenty-two participants completed six sessions that varied by liquid nicotine concentration (10, 15, or 30 mg/ml protonated nicotine) and device power (15 or 30 W). Participants took 10 puffs from each product and then used each product for 60 minutes ad libitum. Plasma …

Formulation, Characterization And Pharmacokinetic Modelling Of Excipient Enhanced Growth Spray-Dried Inhalation Powders, Serena Bonasera

Theses and Dissertations

The overall aim of this research project was to evaluate effects of spray drying parameters and storage conditions on solid-state characteristics and aerosol performance of excipient enhanced growth (EEG) powders and to formulate a stable and highly dispersible tobramycin EEG powder to be delivered to pediatric cystic fibrosis subjects using a novel positive pressure dry powder inhaler.

Micrometer-sized albuterol sulfate EEG powders were produced using a medium-sized nebulizer and optimized spray drying conditions. Using trileucine as the dispersion enhancer improved the aerosol performance but showed increased moisture absorption compared to the L-leucine formulation.

The optimized spray drying conditions were then …

A Spatiotemporal Assessment Of Fish Assemblage Response To Land-Use Change And The Evaluation Of Edna Metabarcoding For Describing Diverse Fish Communities, Timothy M. Owen

Theses and Dissertations

Fish assemblages are often assessed as a biological proxy for environmental health. While humans value healthy environments for the ecosystem services and recreational opportunities they provide, it is increasingly evident that such resources can be paradoxically degraded by anthropogenic activities. In this investigation, we studied the relationship between different intensities of anthropogenic land-use change and habitat-driven fish assemblage response across multiple spatiotemporal scales. Secondarily, we explored the efficacy of eDNA metabarcoding against conventional electrofishing techniques for the purpose of describing complete fish communities. This study was conducted in the Tuckahoe Creek basin near Richmond, Virginia. This James River tributary serves …

The Impact Of Healthcare Professional Students' Racial, Hiv-Related, And Abortion-Related Biases On Recommendations For Prenatal Care, Alison J. Patev

Theses and Dissertations

Black women and HIV-positive women have increased maternal mortality rates and other negative pregnancy outcomes, in part due to disparate prenatal care. Although women who seek abortions do not have the same negative outcomes, abortion stigma exists and is normalized in healthcare. Limited work has examined prenatal care provision for women in these groups, and even less work has explored the prenatal care provision by healthcare trainees (i.e., medical, nurse practitioner, and physician assistant students). Examining the role of bias on the prioritization of prenatal care items by healthcare trainees is imperative. Healthcare education sets the stage for future practice, …