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Development Of A Thermal Desalination System Using Low Quality Thermal Energy, Takudzwa C. Chipunza Jan 2022

Development Of A Thermal Desalination System Using Low Quality Thermal Energy, Takudzwa C. Chipunza

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Development of a Thermal Desalination System Using Low Quality Thermal Energy

Takudzwa Chipunza

The blowdown water from the cooling tower of the power plant and the produced water from shale gas industry cannot be disposed directly to the environment as they may contain dissolved solids that are harmful to the environment. A detailed physical and chemical process to remove the mineral and organic solids has been developed in West Virginia University. Such a process includes running the blowdown and produced water through a softening tank, activated carbon tank, and a reverse osmosis (RO) system. The RO reject contains a …


Assessment Of User Environmental Perceptions Associated With Gray's Reef National Marine Sanctuary, Marieke Johanna Lemmen Jan 2022

Assessment Of User Environmental Perceptions Associated With Gray's Reef National Marine Sanctuary, Marieke Johanna Lemmen

Graduate Theses, Dissertations, and Problem Reports (ETD)

Resource management in marine protected areas is confronted with the challenging conflict of use and conservation of resources. Increased visitation in marine environments has led to the need of management due to negative ecological and social impacts. Understanding environmental values, attitudes, and perceptions is important to the success of environmental protection. Using online surveys sent via Qualtrics asking questions regarding the users’ knowledge, attitudes, and perceptions of ocean resources, goods and services, this research is focusing on identifying user profiles and understanding their environmental perception associated with Gray’s Reef National Marine Sanctuary, an offshore marine protected area, and surrounding coastal …


Student Understanding Of The Definite Integral When Solving Calculus Volume Problems, Krista Bresock Jan 2022

Student Understanding Of The Definite Integral When Solving Calculus Volume Problems, Krista Bresock

Graduate Theses, Dissertations, and Problem Reports (ETD)

The concept of integration appears in many different scientific fields, and students’ understanding of and ability to use the definite integral in applications is important to success in their STEM (science, technology, engineering, and mathematics) classes. One of the first types of application problems that students encounter is finding the volume of a solid using the definite integral. How students approach these problems and how they use the definite integral to find volumes can have an impact on their future use and understanding of the definite integral.

This study involves a deep and thorough investigation of how ten students understand …


Living On The Edge: Trans* Exclusion, Survival, And Resistance, Rayna E. Momen Jan 2022

Living On The Edge: Trans* Exclusion, Survival, And Resistance, Rayna E. Momen

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

This dissertation focuses on the criminalization and victimization of transgender people, broadly defined as people whose gender identity does not align with their assigned birth sex, using a queer criminological and intersectional lens. The introduction offers background and context for this examination, and includes the purpose, theoretical approach, methodology, research questions, contributions, and overviews of the substantive chapters. Chapter two explores what we know and what we do not know about transgender people’s pathways into the criminal legal system, how they experience state surveillance, and how they navigate the system. Chapter three explores violence against transgender people in various …


Artificial Intelligence Based Approach For Rapid Material Discovery: From Chemical Synthesis To Quantum Materials, Robert Tempke Jan 2022

Artificial Intelligence Based Approach For Rapid Material Discovery: From Chemical Synthesis To Quantum Materials, Robert Tempke

Graduate Theses, Dissertations, and Problem Reports (ETD)

With the advent of machine learning (ML) in the field of Materials Science, it has become obvious that trained models are limited by the amount and quality of the data used for training. Where researchers do not have access to the breadth and depth of labeled data that fields like image processing and natural language processing enjoy. In the specific application of materials discovery, there is the issue of continuity in atomistic datasets. Often if one relies on experimental data mined from literature and patents this data is only available for the most favorable of atomistic data. This ultimately leads …


A Novel Computational Network Methodology For Discovery Of Biomarkers And Therapeutic Targets, Qing Ye Jan 2022

A Novel Computational Network Methodology For Discovery Of Biomarkers And Therapeutic Targets, Qing Ye

Graduate Theses, Dissertations, and Problem Reports (ETD)

Lung cancer has the second highest cancer incidence rate and the top cancer-related mortality worldwide. An estimate from the American Cancer Society shows that, in 2022, there will be about 236,740 lung cancer cases (117,910 men and 118,830 women) in the US. To date, there are no prognostic/predictive biomarkers to select chemotherapy, immunotherapy, and radiotherapy in individual non-small cell lung cancer (NSCLC) patients. There is an unmet clinical need to identify patients with early-stage NSCLC who are likely to develop recurrence and to predict their therapeutic responses. This dissertation developed a novel computational methodology for modeling molecular gene association networks …


Tumor-Targeted Ph-Sensitive Manganese Oxide Nanoparticle For Enhanced Detection Of Breast Cancer Using Mri, Celia Martinez De La Torre Jan 2022

Tumor-Targeted Ph-Sensitive Manganese Oxide Nanoparticle For Enhanced Detection Of Breast Cancer Using Mri, Celia Martinez De La Torre

Graduate Theses, Dissertations, and Problem Reports (ETD)

In the United States, approximately 287,850 new cases of invasive breast cancer will be diagnosed, and over 43,000 women will die because of it in 2022. Currently, mammography is the gold standard for breast cancer surveillance. Although this detection technique is relatively cheap and fast, it misses about 1 in 5 breast cancers in younger women with dense breast tissue, causing a delay in treatment. Compared to mammography, magnetic resonance imaging (MRI) has superior soft-tissue contrast that elucidates structural differences within soft tissue to detect more breast cancers. However, MRI still misses

NEMO particles were produced by synthesizing manganese oxide …


Photophysics And Photochemistry Enabled By Ligand-To-Metal-Charge-Transfer: Unusual Carbon-Carbon Bond Formation At A Zirconium Center, P. Minh N. Do Jan 2022

Photophysics And Photochemistry Enabled By Ligand-To-Metal-Charge-Transfer: Unusual Carbon-Carbon Bond Formation At A Zirconium Center, P. Minh N. Do

Graduate Theses, Dissertations, and Problem Reports (ETD)

Six Group 4 metallocene derivatives of group 4 incorporating a redox active benzene-1,2-thiolate ligand (bdt) were prepared. These complexes were characterized using one- and two-dimensional nuclear magnetic resonance (NMR) spectroscopy. Additionally, X-ray crystallographic analyses of these complexes, with the exception of Cp2Zrbdt (Cp = cyclopentadienyl), reveal C2v symmetric structure in the solid-state. All species display electronic absorption bands that are ligand-to-metal charge transfer (LMCT) in character well into the visible region. Spectroscopic data combine with time dependent-density functional theory calculations showed fluctuation in solution which promotes non-radiative energy loss and leads to the absence of emission in …


Ero1Α Promotes Tumorigenesis In Egfr Driven Nsclc, Brennan D. Johnson Jan 2022

Ero1Α Promotes Tumorigenesis In Egfr Driven Nsclc, Brennan D. Johnson

Graduate Theses, Dissertations, and Problem Reports (ETD)

Non-Small Cell Lung Cancer (NSCLC) is a pulmonary malignancy most commonly associated with smoking, or exposure to asbestos or Radon. Approximately, 1.6 Million deaths occur each year due to lung cancer. Lung Cancer is categorized by two main types, Small Cell Lung Cancer (SCLC) and NSCLC. NSCLC accounts for approximately 85% of all lung cancer cases and is subdivided into three sub-categories: Adenocarcinoma, the most common and leading cause of death in the United States; Squamous Cell Carcinoma (SCC), and Large Cell Carcinoma. Though NSCLC treatment regimens have shown increasing clinical benefit over the last two decades with targeted therapies. …


A Quality Improvement Initiative For Intraoperative Low Dose Ketamine Utilization In Thoracotomy, Jason Wampler Jan 2022

A Quality Improvement Initiative For Intraoperative Low Dose Ketamine Utilization In Thoracotomy, Jason Wampler

Graduate Theses, Dissertations, and Problem Reports (ETD)

The challenge of postoperative pain control following a thoracotomy is well noted among anesthesia providers. The intraoperative utilization of low-dose ketamine in several patient populations, including those undergoing a thoracotomy, has been deemed a viable intervention in the multi-modal analgesia plan at not only reducing postoperative pain scores for patients, but also reducing opioid consumption. This quality improvement project sought to increase provider awareness of this intervention among anesthesia providers in a community hospital with a goal to influence a practice change. This was completed using a pre-post design centered around an educational in-service, with an additional 60-day follow-up survey …


Monitoring The Systemic Immune System To Understand And Improve The Efficacy Of Immunotherapy For Metastatic Osteosarcoma, Justin Edward Markel Jan 2022

Monitoring The Systemic Immune System To Understand And Improve The Efficacy Of Immunotherapy For Metastatic Osteosarcoma, Justin Edward Markel

Graduate Theses, Dissertations, and Problem Reports (ETD)

Osteosarcoma (OS) is a complex tumor with no effective targeted therapies due to its genomic heterogeneity and pleomorphism. The immune response it creates, particularly against metastatic lesions, is considerable; however, various suppressive mechanisms induced by the tumor prohibit its effectiveness. The presence of infiltrating lymphocytes suggests that therapeutic disinhibition through checkpoint blockade could increase antitumor immunity, though none have been successful in clinical trials. The complexities of the immune response to OS tumors have yet to be unraveled; however, there is evidence to suggest that cell-mediated immunity (CMI, specifically T cells, Natural Killer [NK] cells, and myeloid-lineage cells [MLCs]) plays …


Seeing Our Voices: Using Photovoice With Trauma-Affected Black Women College Students Within A Pwi To Explore Success And Persistence, Dariane B. Drake Jan 2022

Seeing Our Voices: Using Photovoice With Trauma-Affected Black Women College Students Within A Pwi To Explore Success And Persistence, Dariane B. Drake

Graduate Theses, Dissertations, and Problem Reports (ETD)

The number of students reporting or seeking assistance for trauma has steadily risen over time. Research suggests that between 67% and 84% of students in college will experience a potentially traumatic event (PTE) in their lifetime. This percentage increases for women and for Black students. As the number of PTE exposure rises so too does the need to understand how trauma impacts education, learning, and personal development. Researchers have expressed a growing concern over the needs of trauma-affected students in recent decades. There is a dearth of research on the experiences of trauma-affected students and their overall inability to persist …


Aging, A Pathological Factor In Neurological Injury, Aruvi Vijikumar Jan 2022

Aging, A Pathological Factor In Neurological Injury, Aruvi Vijikumar

Graduate Theses, Dissertations, and Problem Reports (ETD)

One of the main reasons for CNS drugs to fail in clinical development is not considering age as a risk factor while studying chronic age-related neurological/neurodegenerative diseases in preclinical studies. We first set out to gain a comprehensive understanding of the impact of age on various aspects (anatomical, immunological, and biochemical) in rodents that play a key role in determining the onset, progression, and evolution of disease severity. With advancing age, the vascular structure and function are compromised which is hypothesized to accelerate cognitive decline. The initial step toward developing novel therapeutics is to characterize the age-related vascular modifications. Utilizing …


Enhanced Sampling Techniques Reveal Key Information About Membrane Active Peptides, Nicolas Charles Frazee Jan 2022

Enhanced Sampling Techniques Reveal Key Information About Membrane Active Peptides, Nicolas Charles Frazee

Graduate Theses, Dissertations, and Problem Reports (ETD)

Membrane active peptides (MAPs) show promise in terms of future drug development. Whether it be adapting macrocycles for use in targeting protein-protein interactions or adopting cell-penetrating peptides (CPPs) to cause lysis in target cells, the field is burgeoning with possibilities for designer drugs. The following work encompasses the exploration of three such peptides. The pH-Low Insertion Peptide (pHLIP) is a membrane-active peptide that spontaneously folds into a transmembrane $\alpha$-helix upon acidification. This activity enables pHLIP to potentially act as a vector for drugs related to diseases characterized by acidosis such as cancer or heart ischemia. First, we explored the conformational …


An Investigation Into The Mechanism Of Proteasome Dysfunction In Neurodegenerative Disease And The Biological Impact Of Proteasome Hyperactivation In C. Elegans, Raymond T. Anderson Jan 2022

An Investigation Into The Mechanism Of Proteasome Dysfunction In Neurodegenerative Disease And The Biological Impact Of Proteasome Hyperactivation In C. Elegans, Raymond T. Anderson

Graduate Theses, Dissertations, and Problem Reports (ETD)

Aging is an inevitable process that occurs as humans grow older. It is characterized by the chronological accumulation of cellular damage over time leading to functional decline as an organism grows older. Several processes are thought to contribute to the aging phenomenon, but one of the most prolific of these is the disruption of protein homeostasis (proteostasis). The collapse of proteostasis can lead to accelerated aging and the development of age-related diseases including devastating neurodegenerative diseases (NDs) like Alzheimer and Parkinson disease. Virtually all NDs are characterized by the buildup of proteins in and around neurons resulting in neuronal death …


Development Of A Transition Program For Young Adults With Type 1 Diabetes Progressing From Pediatric To Adult Care – A Feasibility Study, Elizabeth Ann Minchau Jan 2022

Development Of A Transition Program For Young Adults With Type 1 Diabetes Progressing From Pediatric To Adult Care – A Feasibility Study, Elizabeth Ann Minchau

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Development of a Transition Program for Young Adults with Type 1 Diabetes Progressing from Pediatric to Adult Care – A Feasibility Study

Elizabeth A. Minchau

Background: Emerging adulthood requires a delicate balance of the competing social, educational, occupational, and financial demands typical of this developmental stage. This time period presents special challenges for adolescents with type 1 diabetes (T1D), who must also prioritize consistent medical follow-up and ongoing intensive self-care. Emerging adults with T1D struggle with glycemic control that is further exacerbated by an often-times disorganized transfer of care between pediatric and adult endocrinology practices. Substantial gaps in care …


Genetic Underpinnings Of Novel Trait Development In A Euwallacea-Fusarium Mutualism, Elaina J. Spahr Jan 2022

Genetic Underpinnings Of Novel Trait Development In A Euwallacea-Fusarium Mutualism, Elaina J. Spahr

Graduate Theses, Dissertations, and Problem Reports (ETD)

Evolutionary Developmental Biology seeks to answer fundamental questions about the mechanisms underlying the evolution and innovation towards increasing structural complexity within the body plan. The ambrosia symbiosis, a polyphyletic group of xylem-feeding beetles, provides a wealth of diversity in novel pouch-like structures called mycangia. This diversity could serve as a rich model for understanding how mutualisms may prompt structural innovation and diversification in a host organism. The ambrosia symbiosis has become a fast-growing research subject in entomology and forest pathology but has yet to experience the same attention under the lens of evolutionary developmental genetics.

Development of mycangia was examined …


Sleep And Cardiovascular Reactivity To An Acute Virtual Stressor, Alaina Grace Tiani Jan 2022

Sleep And Cardiovascular Reactivity To An Acute Virtual Stressor, Alaina Grace Tiani

Graduate Theses, Dissertations, and Problem Reports (ETD)

Inappropriate response and magnitude of cardiovascular reactivity (CVR) to stress is a proposed mechanism through which environmental stressors are linked with poor cardiovascular health outcomes (Chida & Steptoe, 2010; Krantz & Manuck, 1984). Studies of reactivity to various laboratory tasks commonly control for factors known to influence CVR such as smoking, medication use, caffeine intake, and BMI; however, few have considered the influence of sleep on CVR. In order to determine whether sleep characteristics need to be assessed and considered in studies of CVR, this study aimed to examine the association between indices of sleep quality and the magnitude and …


Assessment Of Quechers Extraction Protocol For The Lc-Ms/Ms Detection Of Emerging Fentanyl Analogs In Biological Specimens For Clinical And Forensic Purposes, Kylea M. Morris Jan 2022

Assessment Of Quechers Extraction Protocol For The Lc-Ms/Ms Detection Of Emerging Fentanyl Analogs In Biological Specimens For Clinical And Forensic Purposes, Kylea M. Morris

Graduate Theses, Dissertations, and Problem Reports (ETD)

Drug abuse within the United States is a dynamic and pervasive issue that affects the quality and life expectancy of our society. One of the major drug classes that are constantly utilized is opioids. Opioids are prescribed for pain management in patients suffering from cancer and other medical illnesses. Long-term use of opioids could lead to tolerance in humans, which poses a risk of reaching fatal overdose levels. Unfortunately, opioids are abused recreationally, and in some instances, individuals are unaware of the presence of dangerous synthetic drugs like fentanyl, hidden in materials such as heroin, cocaine, oxycodone, and methamphetamine. Recent …


Incidence Of Cancer, Depression, And Economic Burden Of Prescription Nsaids Among Older Adults With Osteoarthritis: Statistical And Machine Learning Approaches, Nazneen Fatima Mohammed Umer Shaikh Jan 2022

Incidence Of Cancer, Depression, And Economic Burden Of Prescription Nsaids Among Older Adults With Osteoarthritis: Statistical And Machine Learning Approaches, Nazneen Fatima Mohammed Umer Shaikh

Graduate Theses, Dissertations, and Problem Reports (ETD)

Understanding the role of chronic inflammation among older adults is critical because of its implications on chronic inflammatory conditions as well as its interaction with anti-inflammatory medications. Osteoarthritis (OA) is a heterogeneous multi-faceted joint disease with multi-tissue involvement of varying severity, and increasing evidence demonstrates a key role of chronic inflammation in its pathogenesis. Approximately 30 million adults in the United States have OA, and it is reported that a large proportion (43%) of them are older than 65 years. OA is typically treated using non-steroidal anti-inflammatory drugs (NSAIDs) for minimizing pain and reducing inflammation. NSAIDs have consistently shown clinically …


Psychosocial Influences On And Behavioral Characteristics Of Young Adult Food Addiction, Rachel A. Wattick Jan 2022

Psychosocial Influences On And Behavioral Characteristics Of Young Adult Food Addiction, Rachel A. Wattick

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction. Research on food addiction has increased in recent years, but there are few studies focusing on college-attending young adults, who may be at risk of developing food addiction due to the stress of the college environment. Additionally, causes and characteristics of food addiction are under-explored.

Aim. This dissertation aims to 1) determine the impact of adverse childhood experiences (ACEs) and other early life influences on the development of food addiction in college-attending young adults and 2) determine the psychosocial and behavioral characteristics of young adults with food addiction.

Methods. A sequential explanatory mixed-methods design was used for aims 1 …


The Process And Case Study Approach To Implementing A Nutrition-Specific Dissemination And Implementation Science Training In Appalachia, Ayron E. Walker Jan 2022

The Process And Case Study Approach To Implementing A Nutrition-Specific Dissemination And Implementation Science Training In Appalachia, Ayron E. Walker

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Nutrition professionals face implementation challenges due to their lack of knowledge to incorporate D&I science into intervention design. To improve intervention outcomes, nutrition professionals must be trained in D&I science, which are currently absent in the field.

Aims: To identify and assess nutrition educators and practitioners perceived motivations, self-efficacy, and attitudes in using D&I science to inform the educational design and strategies of a nutrition-specific D&I curriculum for nutrition educators. Then to test feasibility of the nutrition-specific curriculum in increasing knowledge, self-efficacy, and attitudes by a case study approach, pre/post intervention design.

Methods: First, scoping review methodology involved the …


Top-Down & Bottom-Up Approaches To Robot Design, Dylan Michael Covell Jan 2022

Top-Down & Bottom-Up Approaches To Robot Design, Dylan Michael Covell

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis presents a study of different engineering design methodologies and demonstrates their effectiveness and limitations in actual robot designs. Some of these methods were blended together with focus on providing an easily interpreted project design flow while implementing more bottom-up, or feedback, elements into the design methodology. Typically design methods are learned through experience, and design taught in academia aims to shape and formalize previous experience. Usually, inexperienced engineers are taught approaches resembling the Verein Deutscher Ingenieure (VDI) 2221 process. This method presented by the Association of German Engineers in 2006 is regarded as the general system design process. …


Optimization And Analytics Of Decarbonized Forest And Biomass Supply Chains, Xufeng Zhang Jan 2022

Optimization And Analytics Of Decarbonized Forest And Biomass Supply Chains, Xufeng Zhang

Graduate Theses, Dissertations, and Problem Reports (ETD)

First, a data-driven holistic analysis framework was developed to aid the industrial development of forest biomass for bioenergy to promote the regional bioeconomy. Leveraging the existing but fragmented multi-source data, four components of industrial bioenergy development were integrated into the framework including spatial statistical analysis of biomass feedstock and bioenergy production, machine learning-based suitability assessment, bioenergy plant sites identification and ranking, and socio-economic impacts assessment. A case study was conducted for forest biomass to pellet fuel in the U.S. Mid-Atlantic region. Our results indicate that the great potential of forest biomass with high variation at the county level is primarily …


A Workflow For Unconventional Reservoirs Optimization Using Supervised Machine Learning In Conjunction With Orthorhombic Elasticity Modeling, Aymen Ab Ali Alhemdi Jan 2022

A Workflow For Unconventional Reservoirs Optimization Using Supervised Machine Learning In Conjunction With Orthorhombic Elasticity Modeling, Aymen Ab Ali Alhemdi

Graduate Theses, Dissertations, and Problem Reports (ETD)

Due to the anisotropy and heterogeneous nature of unconventional reservoirs like shale, a comprehensive parametric study to optimize hydraulic fracture treatment for such reservoirs is a tough challenge, especially when natural fractures are present. Most of the current frac simulators do not consider the anisotropy of rock elasticity in the shales. Besides, using the fracture simulation linked with reservoir simulation for the parametric study to understand the impact of multiple different design parameters on fracture propagation and production is time expensive and low efficient. The study proposes a workflow including a new orthorhombic (OB) rock algorithm to interpret geomechanical properties …


Getting To The Root Cause: The Genetic Underpinnings Of Root System Architecture And Rhizodeposition In Sorghum, Farren Smith Jan 2022

Getting To The Root Cause: The Genetic Underpinnings Of Root System Architecture And Rhizodeposition In Sorghum, Farren Smith

Graduate Theses, Dissertations, and Problem Reports (ETD)

Plants are some of the most diverse organisms on earth, consisting of more than 350,000 different species. To understand the underlying processes that contributed to plant diversification, it is fundamental to identify the genetic and genomic components that facilitated various adaptations over evolutionary history. Most studies to date have focused on the underlying controls of above-ground traits such as grain and vegetation; however, little is known about the “hidden half” of plants. Root systems comprise half of the total plant structure and provide vital functions such as anchorage, resource acquisition, and storage of energy reserves. The execution of these key …


Development Of An Innovative Co-Treatment Technology For Produced Water And Blowdown Water: A Regional Approach Of Water Management For Energy Production, Golnoosh Khajouei Jan 2022

Development Of An Innovative Co-Treatment Technology For Produced Water And Blowdown Water: A Regional Approach Of Water Management For Energy Production, Golnoosh Khajouei

Graduate Theses, Dissertations, and Problem Reports (ETD)

Freshwater use for power generation represents the second-largest water use globally. In the United States, freshwater withdrawals for thermoelectric power accounted for 38% of the total freshwater withdrawals for all uses in 2010. Cooling systems are the most water-intensive part of the thermoelectric generation process. For instance, one 300 MW power generator required about 20,000 m3/h circulating cooling water. The cooling operation discharges a large volume of wastewater in the form of blowdown water (10-20% of the consumed water) that requires treatment for reuse or surface discharge. Produced water (PW), the fluid which returns to the surface from …


Elucidating Biogeochemical Reactions Of Iron For Ammonium Removal And Nutrient Recovery From Wastewaters: Moving Toward Sustainable Wastewater Management, Rifat Anwar Jan 2022

Elucidating Biogeochemical Reactions Of Iron For Ammonium Removal And Nutrient Recovery From Wastewaters: Moving Toward Sustainable Wastewater Management, Rifat Anwar

Graduate Theses, Dissertations, and Problem Reports (ETD)

Development and applications of anaerobic treatment technologies has been discussed as an effective alternative to conventional aerobic processes for removal of nitrogen from wastewaters. With abundance of iron and its high reduction potential, employing ferric reduction-based reaction pathways in engineering processes could be an effective strategy to promote energy efficiency of wastewater treatment. In particular, ferric reduction coupled to ammonium oxidation (Feammox), a novel microbial metabolic function recently found to occur under anaerobic/anoxic condition through iron dosing, can be used for nitrogen pollutant removal. Iron dosing for wastewater treatment could also promote other microbial and chemical reactions that facilitate nutrient …


Machine Learning Approaches To Improve Prediction In Health Care, Sadaf Kabir Jan 2022

Machine Learning Approaches To Improve Prediction In Health Care, Sadaf Kabir

Graduate Theses, Dissertations, and Problem Reports (ETD)

The availability of data and advanced data analysis tools in the health care domain provide great opportunities for the discovery of unknown or hidden patterns in clinical data. However, medical data is often incomplete and has poor quality, e.g., it contains missing values or too many unnecessary features. Majority of these issues are induced by uncertainty in clinical trials and examinations, such as human error, patients’ withdrawal during studies, malfunctioning of data collection equipment, and are generally inevitable. Properly addressing these issues can lead to the development of precise predictive models and consequently more reliable clinical decision making. Accurate predictive …


Passive Self-Ligating Brackets Vs. Conventional Brackets: Is There A Difference In The Transverse Dimension? A Systematic Review And Meta-Analysis, Justin Scott Tenbrook Jan 2022

Passive Self-Ligating Brackets Vs. Conventional Brackets: Is There A Difference In The Transverse Dimension? A Systematic Review And Meta-Analysis, Justin Scott Tenbrook

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background and Objectives:

Self-ligating brackets have risen in popularity in clinical orthodontics, but many claims made by their manufacturers have been made without substantial evidence. Any differences among the bracket types are very small when consulting new peer reviewed literature testing their differences. Nevertheless, self-ligating brackets are still purported to be able to increase the dental transverse dimension more effectively than conventional brackets. In 2018, Yang et al. performed a systematic review on the transversal changes, space closure, and efficiency of conventional and self-ligating appliances. Since then, there were several clinical trials published in the literature comparing the mandibular arch …