Digital Commons Network^™

Implementation Of Interprofessional Education: Respiratory Management In Amyotrophic Lateral Sclerosis, Brooke Campbell

Nursing

Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease that affects nerve cells, leading to muscle weakness, including weakness of respiratory muscles. Respiratory issues significantly contribute to the morbidity and mortality of persons with ALS. Therefore, respiratory management is a critical aspect of care. There is a concerning lack of awareness and knowledge among rural and urban healthcare professionals regarding the respiratory management of persons with ALS. Healthcare professionals need to understand the differences between oxygenation and ventilation and the importance of following evidence-based guidelines. Nurse practitioners play a crucial role in the care of a person with ALS, overseeing …

Advanced Techniques In Time Series Forecasting: From Deterministic Models To Deep Learning, Xue Bai

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation discusses three instances of temporal prediction, applied to population dynamics and deep learning.

In population modeling, dynamic processes are frequently represented by systems of differential equations, allowing for the analysis of various phenomena. The first application explores modeling cloned hematopoiesis in chronic myeloid leukemia (CML) via a nonlinear system of differential equations. By tracking the evolution of different cell compartments, including cycling and quiescent stem cells, progenitor cells, differentiated cells, and terminally differentiated cells, the model captures the transition from normal hematopoiesis to the chronic and accelerated-acute phases of CML. Three distinct non-zero steady states are identified, representing …

Application Of Predictive Control Strategies For Water-Gas Shift Membrane Reactors Using Data-Driven Models, Bernardo De Oliveira Vecchio

Graduate Theses, Dissertations, and Problem Reports (ETD)

As demand for more efficient processes keeps rising and more restrictive environmental legislation requires higher levels of both yield and purity, the process industry has now, more than ever, been looking for new ways to achieve these goals. One approach has been the implementation of Process Intensification (PI). PI aims to combine multiple unit operations into a single one, promoting efficiency gains on multiple levels. This combination, however, leads to complex process dynamics, and controlling such processes, particularly when setup as multi-input-multi-output (MIMO) systems, presents a great challenge due to highly interactive complex process dynamics and the imposition of many …

Autonomous Object Search Planning In Large-Scale Environments, Matthew A. Collins

Graduate Theses, Dissertations, and Problem Reports (ETD)

The advancement of autonomous search holds significant promise for applications ranging from emergency response to planetary exploration. This thesis investigates strategies to enhance autonomous search performance in large-scale environments. The main contribution of this work is its practical application in real-world scenarios, where efficient search methods are essential for managing vast amounts of data, particularly in large environments. Effective search planning requires navigating complexities such as limited prior information and managing large state spaces, necessitating advanced strategies to plan with this limited information. Additionally, balancing exploration and exploitation is crucial for optimizing the search process, as it ensures thorough coverage …

An Investigation Of The Performance Of A 140 Kw Solar Panel In West Virginia, Rumana Subnom

Graduate Theses, Dissertations, and Problem Reports (ETD)

Solar panels are recognized as a viable technology for producing electricity from sunlight. The performance of a solar panel is influenced by factors such as solar irradiance, tilt angle, orientation, shading, panel age, degradation, and various environmental conditions including ambient air temperature, humidity, dust, soil, and snow.

In this research, a mobile solar panel testing system consisting of a mobile cart, a solar panel, and a portable power station was designed and fabricated to evaluate the performance of a solar panel. The battery is equipped with a thermal management system controlling its temperature and charging and discharging system. The current …

Changes In Psychiatric Diagnosis Associated With Sars-Cov-2 Infection And Predicting The Development Of New Psychiatric Illness In Covid Patients By Using Machine Learning Approach: A Study Using The Us National Covid Cohort Collaborative (N3c), Asif Rahman

Graduate Theses, Dissertations, and Problem Reports (ETD)

The enduring impact of COVID-19 extends beyond acute illness, with potential long-term psychiatric consequences raising significant concern among healthcare professionals and researchers alike. Emerging evidence suggests a multifaceted relationship between COVID-19 and the development of different psychiatric illnesses like Schizophrenia Spectrum and Psychotic Disorders (SSPD), Depression, Bipolar disorder, Personality disorder, Trauma, and a range of other mental health conditions. Considering these emerging connections, our study endeavors to rigorously assess the associations between COVID-19 and various psychiatric illnesses while simultaneously employing machine learning techniques to predict the development of new psychiatric disorders in individuals affected by the virus. Leveraging the extensive …

Beccaria, The Executioner, And The French Revolution, Willa Carlyle Reising

Graduate Theses, Dissertations, and Problem Reports (ETD)

This thesis explores ideas and practices in the French penal system during the Revolutionary era, especially during the Reign of Terror, considering the experiences of Revolutionary leaders and the executioner of Paris during the Revolution. It argues that while in some ways Revolutionary leaders used Enlightenment penal laws to justify their actions during the Reign of Terror, in other ways the Reign of Terror was a departure from Enlightenment penal reform laws. The main Enlightenment penal reformer which this thesis uses is Cesare Beccaria because he was influential in France and during the French Revolution in helping to create early …

Real-Time Cyber-Power Testbed Enhancement And Synchrophasor Data Generation For Anomaly Detection Using Physics-Informed Machine Learning, Vasavi Sivaramakrishnan

Graduate Theses, Dissertations, and Problem Reports (ETD)

Advanced sensing and automation are essential to managing the evolving electric power system with tight coupling of information and power system layer. However, this increasing number of cyber-physical devices brings vulnerabilities from cyber threats and extreme weather events can endanger the power system on a physical level as well. Advanced monitoring and control algorithms with human operators in the loop are needed to enable power system resiliency despite these increasing threats. These advanced algorithms require validation using a realistic test system that mimics real-world scenarios.

This work focuses on a) developing a realistic real-time cyber-power testbed with hardware-in-the-loop to generate …

Venus Balloon Localization: A Map-Aided Navigation Approach Supported By A Single-Satellite, Heath Scott Cottrill

Graduate Theses, Dissertations, and Problem Reports (ETD)

Although Venus and Earth began as twins, possessing comparable size, mass, and composition, past exploration missions have revealed that Venus is now hellishly hot, devoid of oceans, and enveloped in a carbon dioxide-filled atmosphere. To understand when and why this evolutionary divergence occurred, further exploration is required. Today, there is a growing interest in the use of aerial platforms to circumvent the harsh conditions at the surface, which limit the lifetime of landed instruments. In this concept, a single balloon, propelled by the ambient wind field, would operate in the atmosphere at an altitude between 50 and 70 km, where …

Piano Wisdom From Two Great Masters: Heinrich Neuhaus And Walter Gieseking, Xiaohan Hu

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation explores the pedagogical insights and piano techniques of Heinrich Neuhaus (1888-1964) and Walter Gieseking (1895-1956), two iconic figures in 20th-century piano performance and education. Through a detailed analysis of their writings and teaching methods, the research highlights their shared focus on the foundational principles of piano technique, as well as their unique contributions to interpretation and musical expression.

Neuhaus’s The Art of Piano Playing provides an in-depth discussion on the importance of artistic imagery, posture, sound production, and emotional depth in performance. Gieseking, along with his former teacher Karl Leimer, emphasizes ear training, mental visualization, and technical precision …

Investigating The Effect Of Sign-Tracking On Attention And Perceptual Inference, Maria C. Potts

Graduate Theses, Dissertations, and Problem Reports (ETD)

Previous research has shown that animals vary in the degree to which they attribute incentive salience to reward predictive cues. In Pavlovian conditioning, two behavioral phenotypes emerge: goal-tracking (GT), in which animals approach the site of the reward, and sign-tracking (ST), in which animals approach the conditioned stimulus and interact with it as if it has become a reward in its own right. ST has been associated with higher rates of impulsivity, drug reinstatement, and relapse, and is thought to confer addiction vulnerability. Though some studies have suggested that similar phenotypes exist in humans and are possibly related to addiction …

Aberrant Lipid Accumulation And Retinal Pigment Epithelium Dysfunction In Prcd-Deficient Mice, Sree Indrani Motipally

Graduate Theses, Dissertations, and Problem Reports (ETD)

Progressive Rod-Cone Degeneration (PRCD) is a peripheral membrane protein predominantly expressed in photoreceptor outer segment (OS) disc membranes with an unknown function. Several mutations in Prcd are implicated in Retinitis pigmentosa (RP) in humans. The most common “cysteine to tyrosine” (C2Y) mutation in Prcd leads to progressive retinal atrophy in multiple dog breeds and RP in humans. Canine models harboring the C2Y mutation in Prcd show disorganized OS structure with greatly attenuated photoreceptor OS renewal rates. Recent studies show defects in the photoreceptor nascent disc flattening in the absence of Prcd. However, it is unclear how OS discs eventually …

Machine Learning-Assisted Multiscale Simulation And Design Optimization Of Composite Jackets Under Low-Velocity Impacts, Masoud Mohammadi

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research presents the development of a data-driven machine learning-assisted approach to simulate and optimize the design of composite materials subjected to low-velocity impacts. It focuses on a specific type of hybrid composite comprised of fiberglass and Kevlar fabrics stitched with Kevlar threads. The study begins by creating a multiscale finite element simulation for the composite under a low-velocity impact, which operates across three scales: microscale, mesoscale, and macroscale. This simulation accepts various inputs, such as different layer configurations and orientations, and provides impact outputs including maximum load and energy absorption capacity and displacement at failure.

Python and MATLAB scripts …

The Sociology Of Bail Reform: Crime, Social Interaction, And Offender Experiences In Rurality., Scott Kevin Turner

Graduate Theses, Dissertations, and Problem Reports (ETD)

The study sought to explore the impact of the New York State “Bail Reform Act of 2019,” in rurality. It examined some of the legislative goals of the law, the claim that it caused crime, and offender experiences in rurality. Secondary data was used to map the rural crime landscape and primary data was collected from offenders during face to face interviews. The study was framed using deterrence and opportunity approaches and situated within the broader field environments; legislative, courtroom, and community. The research failed to find support for the claim that bail reform caused crime. Instead, it revealed that …

The Search, The Localization, And The Characterization: Fast Radio Transients, Reshma Anna Thomas

Graduate Theses, Dissertations, and Problem Reports (ETD)

Fast radio transients are energetic bursts in centimeter or meter wave-lengths, lasting only milliseconds, and originating from both Galactic and extra-Galactic sources. In our Galaxy, these transients primarily originate from pulsars, which are rotating neutron stars. The more energetic extra-galactic transients, known as fast radio bursts (FRBs), have unknown origins. This thesis explores various techniques, including single dish and interferometric observations, to detect and accurately localize fast radio transients. It also investigates how the propagation effects of radio waves can reveal characteristics of the local environment and potential FRB sources. Furthermore, it demonstrates how FRBs can be used to study …

It's Written All Over Your Face: A Cultural And Gender History Of The Face In The Middle Ages, 1170-1500, Lacey N. Bonar Hull

Graduate Theses, Dissertations, and Problem Reports (ETD)

At a time of vast social and cultural shifts, people living in western Europe from the late twelfth to the late fifteenth centuries developed and employed methods to “read” the faces of others. This practice promoted the interpretation of inner qualities from external appearances, often used to communicate adherence to or deviation from boundaries of gendered behaviors. My project explores medieval understandings concerning this particular feature of the human body, analyzing discourses concerning the face as a site of symbolism for inner character. While scholars have studied understandings of the self and the “Other” during this period, the role of …

Implementation Of A Targeted “Micro-Learning” Inpatient Diabetes Education Program In A Rural Hospital Setting, Melissa Lynn Fannon-Wisner

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction/Background: Diabetes affects a large portion of Americans and West Virginians annually. Inpatient hospitalization provides an opportunity to provide evidence-based diabetes education to patients. A lack of access to diabetes education at rural hospitals across the United States exists, creating a need for patients who require education while hospitalized. An intervention needs to be explored to bridge the gap for patients that need education when the diabetes educator is not available.

Purpose: The purpose of this Doctor of Nursing Practice (DNP) project is to create and implement a video micro-learning diabetic education series that can be utilized for diabetes self-management …

Improving Awareness And Identifying Risks For Emergence Delirium In Military Veterans, Hannah E. Pino

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: Emergence delirium (ED) is an acute state of confusion during the recovery phase from anesthesia that may be life-threatening, especially in the veteran population. Military veteran status may be explored by the Have You Ever Served questionnaire that was developed by the American Academy of Nursing to identify veterans upon admission to the hospital and thus be able to better care for them during their stay. This campaign has been in effect at the hospital site of this project for nearly 10 years. The questionnaire identifies military history risk factors such as combat history or a diagnosis of post-traumatic …

Does It Sound Like I'M Talking?, Justin E. Borak

Graduate Theses, Dissertations, and Problem Reports (ETD)

Jean-Baptiste Poquelin, better known by his stage name, Molière, was widely known as one of the greatest writers in France. His biting satirical thoughts on French hypocrisy, as well as the brilliance in his verse, will be investigated through one of his most popular plays, The Misanthrope. Throughout these pages, I will explore this by diving into the character of Philinte, the trusted best friend of Alceste, the misanthrope, and take a deeper look into the empathetic character who is desperately trying to walk the line of truth and bootlicking. I will accomplish this by researching Molière himself, his specific …

Machine Learning For Environmental Sustainability, Syeda Nyma Ferdous

Graduate Theses, Dissertations, and Problem Reports (ETD)

This research proposes a comprehensive approach to address pressing challenges in environmental sustainability, agricultural residue management, using machine learning based approaches. Machine learning (ML) techniques have emerged as powerful tools for addressing environmental sustainability challenges by facilitating the analysis and prediction of ecological phenomena, and optimization of resource management strategies. The study explores the synergies between environmental sustainability and machine learning to develop a framework that leverages artificial intelligence techniques covering a wide range of tasks including crop residue management, soil CO2 flux prediction, and forest carbon system prediction for sustainable development. The study analyze various ML models, such as, …

Mechanistic Insight Into Maternal Electronic Cigarette Exposure And Its Effect On Offspring Cerebrovascular And Neurocognitive Health, Amber Victoria Mills

Graduate Theses, Dissertations, and Problem Reports (ETD)

Electronic cigarettes (Ecigs) have replaced smoking within the last decade as the preferred nicotine delivery system because of their advertising to the younger populations. Marketing has sold the idea that use of Ecigs are safer than smoking and this messaging has resonated with youth and other vulnerable populations such as pregnant women. Despite over 2.8 million children under 18 (Annual National Youth Tobacco Survey) deciding to vape, there is little information about what this will do to the next generation. Further, it is that same population that will soon reach an age when they will want to have children. There …

Machine Learning And Rna Bioinformatics, Jason Rafe Miller

Graduate Theses, Dissertations, and Problem Reports (ETD)

The applied science of bioinformatics encompasses computational analysis of molecular biology data. Advances in genomics and DNA sequencing technology have enabled computational analysis of ribonucleic acids (RNAs), which play diverse and critical roles in most cells. To assist the study of human RNA, we trained machine learning models on RNA nucleotide sequences, devoid of domain knowledge. We built models that distinguish long non-coding lncRNA from protein-coding mRNA, and models that predict the cytoplasmic vs. nuclear preferences of lncRNAs. In a review of published lncRNA subcellular localization classifiers, we show that the commonly used validation protocol generates optimistic performance measures, and …

Contracture Management For Acute Burn Injury Patients, Brianna Paige Pestrosky

Graduate Theses, Dissertations, and Problem Reports (ETD)

Background: The Occupational Therapists working within the burn unit at West Penn Hospital assess and treat patients utilizing the biomechanical approach FOR, as well as the support from MOHO and PEOP. The patients seen within the burn unit encompass a variety of injuries and occupational deficits that require an individualized and holistic approach to care.

Purpose: The purpose of the contracture management project is to provide an interdisciplinary approach to improve carryover and patient care within and out of the hospital.

Theoretical framework: The contracture management project is guided using the biomechanical frame of reference as well as supporting constructs …

Developmentally Appropriate Care In The Neonatal Intensive Care Unit (Nicu), Ashten Cenkus

Graduate Theses, Dissertations, and Problem Reports (ETD)

As specialized healthcare professionals educated in developmental care, occupational therapy practitioners (OTPs) have a role in educating, coaching, and assessing the needs of infants, their families, and the staff in the NICU. These high-risk and medically fragile infants require specialized care that considers the incorporation of neurodevelopment, neurobehavioral regulation, sensory stimulation, and motor development through supportive and appropriate interventions. A project addressing these needs across 14 weeks was implemented as part of an Occupational Therapy Doctoral (OTD) capstone experience at WVU Medicine Children’s in Morgantown, West Virginia. This project examined the results of the NICU staff's confidence, knowledge, and awareness …

Advances In Machine Learning Aided Seismic Interpretation And Inversion For Subsurface Characterization, Tobi Micheal Ore

Graduate Theses, Dissertations, and Problem Reports (ETD)

Geophysical data are used to “remotely sense” the subsurface to illuminate structures, stratigraphy, and features that are of interest in the exploration for energy, suitable storage for carbon dioxide, geothermal development, and environmental considerations. The interpretations of these data typically are regarded as partially an art, as it depends on the experience of the interpreter. This is further exacerbated with the big data era as this data is large and takes several days, even longer, to manually interpret. To bridge this gap of speed and subjective bias, machine learning has been successfully applied to automate the geophysical interpretation process. This …

A Randomized Need-Supportive Intervention With U.S. Youth Hockey Coaches, Diane Benish

Graduate Theses, Dissertations, and Problem Reports (ETD)

Coach behaviors impact several essential athlete factors such as the quality of athlete motivation and psychological functioning and yet, many youth coaches remain untrained in motivation and athlete-centered principles. This study’s aim was to explore the efficacy of a need-supportive intervention on youth hockey coaches’ attitudes toward, and reported use of, need-supportive and/or need-thwarting approaches. Participants included 25 youth hockey coaches randomly assigned to an intervention or delayed control condition. Grounded in Self-Determination Theory, the intervention included four sessions within which coaches learned how to adopt need-supportive coaching strategies and reduce need-thwarting tactics. A mixed-methods approach guided the evaluation of …

Investigating The Effect Of Using Humorous Threats In Recreation Area Rules Signage To Influence Behavioral Intentions, Jacob Timothy Vargas

Graduate Theses, Dissertations, and Problem Reports (ETD)

Communicating the importance of rules and warnings to visitors of recreational parks through signage can be difficult. However, it is one of the most important things to keep visitors safe. Oftentimes, these signs use fear of punishment or injury to discourage certain behaviors. According to studies following the Extended Parallel Processing Model (EPPM), using threats can backfire and cause visitors to use maladaptive fear responses to counteract a threat message if the content is too extreme or too psychologically close. Humor is a versatile tool that can be used to grab attention, temper perceptions, and influence decision-making. Comedians like Jon …

Isometric Force-Time Characteristics Of Different Positions In The Clean In Weightlifters, Kyle G. Rochau

Graduate Theses, Dissertations, and Problem Reports (ETD)

In the sport of weightlifting, the ability to produce force known as strength is of great importance. Coaches can implement strategies to help their weightlifters increase their maximal strength levels such as performing full lifts like the snatch and clean & jerk or performing derivatives of those movements such as a clean pull from the knee or a mid-thigh pull. Performing weightlifting derivatives helps strengthen key technical positions in the full lifts, aiding their success. Having muscular weakness in these positions may be detrimental to the success of a lift. Therefore, it is in the best interest of the weightlifting …

Anamnesis, Kristian Thacker

Graduate Theses, Dissertations, and Problem Reports (ETD)

My work examines the duality of living in Appalachia and cherishing its picturesque environment; while being complicit in its ongoing destruction via industry and resource extraction. Composed of my own photographs and selections from the Farm Security Administration archives, this body of work presents a vision of the region that’s purpose extends beyond value judgments. Rather, it considers the manmade and natural environments of Appalachia holistically, each one integral to the experience and understanding of the other. Following the same aesthetic choices I make in my professional practice as a photojournalist, I blur the boundary between art and documentation. In …

How Virtual Reality Simulations Prepare Teachers In Teacher Preparation Programs For Inclusive Classrooms, Lorilei G. Thompson

Graduate Theses, Dissertations, and Problem Reports (ETD)

Teacher preparation programs are ever evolving based on research and student needs. The use of technology, such as virtual reality (VR), is at the forefront of education to help provide opportunities for teacher candidates to practice teaching in a semi-authentic classroom environment of students with and without exceptionalities. VR is a way for teacher candidates to practice teaching in a structured and conceivably less stressful environment in comparison to a real brick and mortar inclusive classroom. This qualitative study utilizes interviewing with video cuing for two novice teacher participants who went through the same inclusive education course at a major …