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How Are Medical Social Workers Equipped With Adequate Training To Detect And Report Elder Abuse In Hospice, Crystal Garcia, Katherine Barba May 2023

How Are Medical Social Workers Equipped With Adequate Training To Detect And Report Elder Abuse In Hospice, Crystal Garcia, Katherine Barba

Electronic Theses, Projects, and Dissertations

Purpose: This study explored how equipped medical social workers are with adequate training to detect and report elder abuse in hospice.

This study was carried out in Southern California with the help of participants who currently or have previously worked as medical social workers in hospice. The eleven participants are all women of varying backgrounds in age, ethnicity, cultures, work experience, and licensures.

In the United States, elder abuse is known to affect approximately one out of ten Americans aged sixty and over. However, there are ways we can combat elder abuse. One of the major ways is by properly …


The Effects Of Covid-19 On Child Abuse Investigation Outcomes, Kelly Gasso May 2023

The Effects Of Covid-19 On Child Abuse Investigation Outcomes, Kelly Gasso

Electronic Theses, Projects, and Dissertations

The COVID-19 pandemic essentially changed every system in America. In particular, it has created many unfamiliar challenges for child welfare agencies because they had to make immense changes to how they conducted their established practice. These changes aimed to keep the safety of children at the forefront, and simultaneously integrate higher safety protocols for social workers without putting children at risk. In response, the focus of this research proposal was to understand the effect COVID-19 had on child abuse investigations.

This research project utilized qualitative data in the form of interviews from a convenience sample of child welfare emergency response …


Students' Educational Outcomes For Hybrid Msw Program, Carolina Profeta May 2023

Students' Educational Outcomes For Hybrid Msw Program, Carolina Profeta

Electronic Theses, Projects, and Dissertations

The COVID-19 pandemic has significantly changed post-secondary social work program mode of learning throughout the nation. Due to the COVID-19 pandemic, social work program transitioned from in-person to hybrid a modality. The purpose of this study is to explore the effects of the social work program’s hybrid modality on students’ learning outcomes. Specifically, this study will examine participants’ cognitive presence, perceived effectiveness, and student perceptions. This study is important, as there is no research on social work program’s hybrid modality on students’ learning outcomes. This is a quantitative study and uses online surveys to gather results. The ANOVA and chi …


County Characteristics And Opioid Mortality Rates In The United States, Baksun Sung May 2023

County Characteristics And Opioid Mortality Rates In The United States, Baksun Sung

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Opioid overdose deaths are not equally distributed across the United States. While some areas have a less severe problem with opioid abuse, others face serious challenges, which are affected by various social factors. To address that question, in Chapter 1, I investigate how opioid mortality trends differ according to opioid types, race, and region to identify susceptible populations and areas. In Chapter 1, I contend that synthetic opioid is a main trigger for the current opioid epidemic and that the epidemic is concentrated among blacks and in the Eastern United States. Next, the following studies examine how varying social vulnerabilities …


Critical Democratic Education: A Case Study On Controversy Deliberation And Its Effects Among Pre-Service Elementary Teachers, Shouqing Si May 2023

Critical Democratic Education: A Case Study On Controversy Deliberation And Its Effects Among Pre-Service Elementary Teachers, Shouqing Si

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The state of democracy facing expanding political division and pervasive racial and social inequalities. Discussing and deliberating controversial social and political issues functions help foster students' civic contribution. I conducted a qualitative case study and recruited 14 participants, with whom I conducted interviews, self-reflection, observation, and autoethnography. I targeted the primary research question: How do pre-service elementary teachers experience and get influenced by discussing social and public issues? I broke it down to six operational questions:

  1. What issues are considered controversial by pre-service teachers in their future social studies classrooms?
  2. What challenges do pre-service teachers perceive in controversial issues teaching? …


Aerodynamic Implications Of A Bio‐Inspired Rotating Empennage Design For Control Of A Fighter Aircraft, Christian R. Bolander May 2023

Aerodynamic Implications Of A Bio‐Inspired Rotating Empennage Design For Control Of A Fighter Aircraft, Christian R. Bolander

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

This dissertation presents an analysis of the aerodynamics for an aircraft using a novel, bio-inspired control system. The control system is a rotating tail, that is inspired by the way in which birds use their tail to control their flight. An aerodynamic model for a baseline aircraft and a bio-inspired variant are created by referencing well-known relationships for the aerodynamics of flight, which are then used to analyze the available flight envelope at which each aircraft can reach two different equilibrium states. An analysis of the total aerodynamic control authority of each aircraft is also included along with a preliminary …


Viability And Performance Of Rf Source Localization Using Autocorrelation-Based Fingerprinting, Joseph L. Ipson May 2023

Viability And Performance Of Rf Source Localization Using Autocorrelation-Based Fingerprinting, Joseph L. Ipson

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Finding the source location of a radio-frequency (RF) transmission is a useful capability for many civilian, industrial, and military applications. This problem is particularly challenging when done “Blind,” or when the transmitter was not designed with finding its location in mind, and relatively little information is available about the signal before-hand. Typical methods for this operation utilize the time, phase, power, and frequency viewable from received signals. These features are all less predictable in indoor and urban environments, where signals undergo transformation from multiple interactions with the environment. These interactions imprint structure onto the received signal which is dependent on …


The Supreme Court And Presidential Elections: An Analysis Of Divisive Decisions And Judicial Review In Presidential Elections, Jeff Hastings May 2023

The Supreme Court And Presidential Elections: An Analysis Of Divisive Decisions And Judicial Review In Presidential Elections, Jeff Hastings

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

A presidential election is, arguably, the most important event in the American political system. The Congress and the president are undoubtedly affected by the pressures and publicity of these events, but we have little understanding of whether the Supreme Court behaves differently in presidential election years. In this paper, I argue that the Supreme Court will experience more consensus in its decisions and make less use of judicial review because of the potential for heightened public scrutiny that can arise during the term overlapping with a presidential election. I test this claim using ordinary least squares regression. I find that …


Family Communication Patterns, Emotion Regulation, And Coping Behaviors In Young Adults, Caleb J. Price May 2023

Family Communication Patterns, Emotion Regulation, And Coping Behaviors In Young Adults, Caleb J. Price

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

Family communication establishes expectations for a variety of behaviors, including emotion expression. This study explored if patterns of family communication were related to five behaviors that young adults might use to cope (drinking alcohol, watching TV, masturbating, eating, and exercising) via emotion regulation strategies. The data used for this study came from 504 young adults living across the United States who completed an online survey which asked them questions about how their family communicated when they were adolescents, their emotion regulation strategies, and how often they use the five coping behaviors listed above. The participants were between 18 and 30 …


Producing Analytical Models Of The Sport Spacecraft For Science Data Processing, Jason L. Powell May 2023

Producing Analytical Models Of The Sport Spacecraft For Science Data Processing, Jason L. Powell

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

The Scintillation Prediction Observation Research Task (SPORT) is a joint United States of America and Brazil 6U CubeSat mission. The SPORT mission is to understand how the Earth’s ionosphere evolves during day and night transitions. Space Weather Probes, a suite of instruments developed by Utah State University, monitors the ionosphere by observing currents and voltages around the SPORT spacecraft body. This thesis presents the data collected by Space Weather Probes and how it is used to measure the ionosphere. Modeling techniques are also presented to demonstrate how the Space Weather Probes instrument is expected to respond to the ionosphere.


Nanosecond Pulsed Electric Field Modulates Electron Transport And Mitochondrial Structure And Function, Lucas Nelson Potter May 2023

Nanosecond Pulsed Electric Field Modulates Electron Transport And Mitochondrial Structure And Function, Lucas Nelson Potter

Biomedical Engineering Theses & Dissertations

Pulsed power treatment has been used to induce regulated cell death (RCD) in cells or ablate tumors in animals. A subset of pulsed power as electroporation with high voltage and pulse duration of milliseconds is used for biomedical treatment to induce pores in the plasma membrane of cells. Nanosecond Pulsed Electric Fields (nsPEFs)– an extension of electroporation, uses waveforms with pulse durations on the order of 10-900 nanoseconds. nsPEF treatment has demonstrated intracellular effects for potential biomedical applications. In this work, nsPEF treatment is used to demonstrate changes that affect viability, plasma membrane permeability ROS (Reactive Oxygen Species) in the …


Factors Influencing African American Women To Attend A Rural Community College And Persist To An Associate Degree, Lorraine Anita Justice May 2023

Factors Influencing African American Women To Attend A Rural Community College And Persist To An Associate Degree, Lorraine Anita Justice

Educational Leadership & Workforce Development Theses & Dissertations

African American women utilize the community college environments as an avenue to attain an education and eventually pursue career and educational goals while remaining in their own communities. However, not much is known about the unique perceptions and experiences of African American women impacting their enrollment and persistence at rural community colleges. The purpose of this qualitative, descriptive research study was to examine the reasons African American female students choose to enroll and attend a rural community college to further their education and persist towards graduation with an Associate degree.

The data were collected using semi-structure individual interviews. Twelve African …


Near Transfer After Direct Instruction: An Experimental Inquiry Within Aviation Technician Training, Francis Eamonn Powers May 2023

Near Transfer After Direct Instruction: An Experimental Inquiry Within Aviation Technician Training, Francis Eamonn Powers

STEMPS Theses & Dissertations

This study put forth two instructional interventions set within a direct instruction (DI) framework specific to an aviation maintenance context. To evaluate the effectiveness of these two training interventions a criterion was established to measure near transfer during a performance evaluation on a live aircraft. Information learned within this study indicates that DI can be highly effective in technical training environments. This study also articulates how VR experiences may be included within these types of training contexts and discusses the factors and affordances that come with utilizing VR in instructional activities.

Additionally, this study revealed experiential characteristics of a DI …


Cardiac Ablation And Stimulation With Nanosecond Pulsed Electric Fields (Nspefs), Federica Serra May 2023

Cardiac Ablation And Stimulation With Nanosecond Pulsed Electric Fields (Nspefs), Federica Serra

Biomedical Engineering Theses & Dissertations

Surgical ablation of cardiac tissue is the definitive treatment for the most common arrhythmia, atrial fibrillation. In current medical practice, myocardial tissue is often ablated by the application of radiofrequency (RF) currents which are delivered through an electrode to create lesions that block the electrical pathways that sustain reentrant arrhythmias and restore the normal heart rhythm. An alternative to RF is cryoablation, during which the endocardial or epicardial tissue is brought in contact with a cryoprobe. Both RF ablation and cryoablation have significant limitations. In RF ablation, tissue is heated in order to ablate it, but it is an open …


Information And Communications Technology Within Coastal Resilience Planning Frameworks: The Case Of Jamaica, A Small Island Developing State, Ren-Neasha R. Blake Gilmore May 2023

Information And Communications Technology Within Coastal Resilience Planning Frameworks: The Case Of Jamaica, A Small Island Developing State, Ren-Neasha R. Blake Gilmore

School of Public Service Theses & Dissertations

Coastal areas increasingly grapple with coastal hazards like hurricanes, tropical storms, sea level rise, and flooding. Proactive and agile coastal resilience solutions are necessary to reduce such risks and their associated socio-economic and environmental impacts. For these reasons, global coastal planners are pursuing climate action through multi-sector collaborations, innovative hybrid natural and manufactured solutions, and feasible mid to long-term coastal resilience strategies. While climate action is high on governments’ agenda globally, integrating information and communications technology has diffused widely within the coastal planning space in small island developing states, drawing on more technology-driven solutions. Very few empirical studies in the …


The Strong Black Woman ≠ Superwoman: Shattering Stereotypes Of Strength In Black Literature, Tricia Inez Thomas May 2023

The Strong Black Woman ≠ Superwoman: Shattering Stereotypes Of Strength In Black Literature, Tricia Inez Thomas

English Theses & Dissertations

That the Black woman must be strong in order to endure the oppression she has been forced to withstand is a double-edged sword that equally contributes to both her dehumanization and willpower to survive. This project interrogates the patterns and characteristics that contribute to the schema of the strong Black woman through the examination of cultural texts foregrounded in biblical scriptures against literature written by prominent Black women through Beyoncé. Specific tropes explored include the jezebel, the mammy, and the sapphire with a conclusion that these harmful and dehumanizing stereotypes have cultivated a fallacious assumption of supernatural strength and resiliency …


Sealion Cubesat Mission Architecture Using Model Based Systems Engineering With A Docs As Code Approach, Kevin Yi-Tzu Chiu May 2023

Sealion Cubesat Mission Architecture Using Model Based Systems Engineering With A Docs As Code Approach, Kevin Yi-Tzu Chiu

Mechanical & Aerospace Engineering Theses & Dissertations

CubeSats are a growing population within the space industry. Every year, universities launch numerous amounts of CubeSats due to their inexpensive cost of development, launch, and deployment. However, this comes with numerous challenges. As the number of university-CubeSats grow, so too do the numbers that fail. With development teams consisting mainly of students with little to no training, proper and yet easy to use tools or methods should be implemented to help ensure mission success. Especially in the critical stages of planning before and during development, a technical approach to quickly track life cycle development of a CubeSat is needed. …


Supporting Account-Based Queries For Archived Instagram Posts, Himarsha R. Jayanetti May 2023

Supporting Account-Based Queries For Archived Instagram Posts, Himarsha R. Jayanetti

Computer Science Theses & Dissertations

Social media has become one of the primary modes of communication in recent times, with popular platforms such as Facebook, Twitter, and Instagram leading the way. Despite its popularity, Instagram has not received as much attention in academic research compared to Facebook and Twitter, and its significant role in contemporary society is often overlooked. Web archives are making efforts to preserve social media content despite the challenges posed by the dynamic nature of these sites. The goal of our research is to facilitate the easy discovery of archived copies, or mementos, of all posts belonging to a specific Instagram account …


The Importance Of An Educational Occupation-Based Work Program For Young Adults With Intellectual & Developmental Disabilities, Jennifer Zielinski May 2023

The Importance Of An Educational Occupation-Based Work Program For Young Adults With Intellectual & Developmental Disabilities, Jennifer Zielinski

UNLV Theses, Dissertations, Professional Papers, and Capstones

Barriers to occupations and transitions to vocational opportunities can be difficult for adolescents and young adults with intellectual and developmental disabilities (I/DD)s to feel confident and pursue job opportunities. Some of the problems stem from the stigma related to the individual’s disability, the contexts surrounding them, and the performance of the work tasks expected. Individuals with I/DDs expressed that not having enough support in the community and the workforce creates significant obstacles to retaining a job. Occupational therapists (OT)s can play a unique role in transition and employment for individuals with an I/DD. With a focus on self-determination and successful …


Systems Dynamics Of The Anterior Cingulate Cortex And Hippocampus In Behavioral Switching, Spatial Working Memory, And Disease, Ryan Wirt May 2023

Systems Dynamics Of The Anterior Cingulate Cortex And Hippocampus In Behavioral Switching, Spatial Working Memory, And Disease, Ryan Wirt

UNLV Theses, Dissertations, Professional Papers, and Capstones

The electrophysiological properties of the hippocampus (HC) and anterior cingulate cortex (ACC) are the central focus of research on learning, memory, and neurological disease. Previous research has shown that HC is essential for forming new memories, spatial navigation, and temporal processing. While the function of ACC, located within the medial prefrontal cortex, remains controversial, it has a role in long-term memory recall, processing pain, monitoring current state, learning, schema updates, and information integrations. Interactions between the ACC and HC occur during social memory, spatial working memory performance, and long-term memory recall. Notably, the HC and ACC are among the first …


The Transaction Costs Of Federal Environmental Policy Changes: The Effects Of The Temporary Covid-19 Cwa Rollback On Local Water Systems, Jesse Lee Barnes May 2023

The Transaction Costs Of Federal Environmental Policy Changes: The Effects Of The Temporary Covid-19 Cwa Rollback On Local Water Systems, Jesse Lee Barnes

UNLV Theses, Dissertations, Professional Papers, and Capstones

An institutional dilemma exists between the Clean Water Act (CWA) and the Safe Drinking Water Act (SDWA). US surface waters are protected from point-source pollution by the CWA. Community Water Systems (CWSs) that draw from these surface waters for potable purposes are required to treat that water to a level that meets SDWA health standards. Therefore, decreases in CWA regulations could lead to surface water quality declines and, thus, higher SDWA compliance costs for CWSs. This area of inquiry has become increasingly relevant due to Trump-era executive actions to try to decrease the federal government's role in multiple environmental policies, …


Ga(Y)Zing Backward: Queer Desire In Ovid, Shakespeare, And Scaimma, Falynn Blayre Brickler May 2023

Ga(Y)Zing Backward: Queer Desire In Ovid, Shakespeare, And Scaimma, Falynn Blayre Brickler

UNLV Theses, Dissertations, Professional Papers, and Capstones

As Ovidian myth is a central influence on queer stories throughout time, I am interested in how the female/sapphic gaze impacts the retellings of these narratives. In this thesis, I analyze the action of the gaze as an expression of desire and discuss its multiple meanings in both text and performance. Through tracing the gaze within the queer/sapphic narratives of Shakespeare’s Twelfth Night and Sciamma’s Portrait of a Lady on Fire, I show that the gaze is an intersecting act through which non-normative desire is conveyed. In constructing the gaze as an ephemeral action of queer desire in practice, I …


Acquired Brain Injury: A Vision Screening Protocol For Occupational Therapists, Sebastian Cheung May 2023

Acquired Brain Injury: A Vision Screening Protocol For Occupational Therapists, Sebastian Cheung

UNLV Theses, Dissertations, Professional Papers, and Capstones

Occupational therapists have a unique set of skills that allow them to assess individuals with an acquired brain injury who have visual impairments. However, it is frequently neglected in practice owing to a lack of confidence, knowledge, or training. There is a need for a vision screening protocol that will help occupational therapists learn more about visual impairments in adults with an acquired brain injury (ABI) and feel more confident in their ability to identify them. This quality improvement capstone project was a feasibility study and consisted of a sample size of N = 6, utilizing a one group pretest-posttest …


Biochemical Characterization Of Fsa1572 From Fervidibacter Sacchari, The First Hyperthermophilic Gh50 With Β-1, 4-Glucanase Activity, Jonathan Covington May 2023

Biochemical Characterization Of Fsa1572 From Fervidibacter Sacchari, The First Hyperthermophilic Gh50 With Β-1, 4-Glucanase Activity, Jonathan Covington

UNLV Theses, Dissertations, Professional Papers, and Capstones

The bacterium Fervidibacter sacchari is an aerobic hyperthermophile that catabolizes various polysaccharides and is the only cultivated member of the class Fervidibacteria within the phylum Armatimonadota. Among its glycoside hydrolase (GH) cache is an enzyme from GH family 50 (GH50), an understudied family with only 25 characterized representatives and two known activities from 1,518 predicted members in the Carbohydrate-Active EnZyme (CAZy) Database. Here, we expressed, purified, and functionally characterized an extracellular GH50 from F. sacchari called Fsa1572. Using colorimetric assays, we show it has novel β-1,4-glucanase activity and only weak agarose activity that is typical for GH50 enzymes. The purified …


Long-Range Regulation By The Shigella Virulence Gene Regulator, Virb, Cody Cris May 2023

Long-Range Regulation By The Shigella Virulence Gene Regulator, Virb, Cody Cris

UNLV Theses, Dissertations, Professional Papers, and Capstones

Nucleoid-structuring proteins (NSPs) in bacterial cells can exert gene regulatory effects over great distances on DNA. This contrasts with the traditional view of bacterial transcriptional regulation, where transcription factors bind cis-acting regulatory sites proximal (<250 bp) to promoters to influence gene expression. In Shigella species, the histone-like nucleoid-structuring protein (H-NS) transcriptionally silences many genes on the large (~220 kb) virulence plasmid. During host colonization, however, silencing by H-NS is alleviated by the anti-silencer protein, VirB, which remodels the H-NS:DNA complex. This transcriptional anti-silencing is mediated by VirB:DNA interactions and the modulation of DNA supercoiling, which lead to the up-regulation of virulence genes. VirB is a central regulator of Shigella virulence, but the mechanistic basis for transcriptional regulation is incompletely characterized. Here, I focus on the potential for VirB to regulate transcription from remotely located DNA binding sites. Employing complementary in vivo approaches, I assessed the spatial stringency of the VirB binding site and elucidated how varying cellular VirB levels impacts regulation over different distances. I also evaluated how a molecular roadblock on DNA influences remote regulation by VirB. Additionally, I developed control tools to validate the ability of VirB to spread along DNA, an activity of VirB that putatively drives transcriptional regulation. These data are consistent with transcriptional anti-silencing being driven by VirB spreading along DNA. Overall, these findings highlight how VirB is not a conventional transcriptional regulator and broaden our perspective on transcriptional control in bacteria. Furthermore, this work contributes to our understanding of long-range gene regulatory effects, which are frequently overlooked and poorly characterized in bacteria.


Desert Spring Prokaryotes And Benthic Macroinvertebrates: Geological And Ecological Controls, Ariel D. Friel May 2023

Desert Spring Prokaryotes And Benthic Macroinvertebrates: Geological And Ecological Controls, Ariel D. Friel

UNLV Theses, Dissertations, Professional Papers, and Capstones

Desert springs are aquatic oases, being considered among the most diverse and imperiled ecosystems on Earth. Despite the ecological significance and threatened status of desert springs, few studies have surveyed the microorganisms in these systems or their interactions with other community members. The primary goal of this dissertation was to describe the major controls influencing the community ecology of prokaryotic and BMI communities in cold- and moderate-temperature desert springs of the southern hydrographic Great Basin. Chapter 1 provides a broad overview of spring ecosystems and of each chapter included in this dissertation. Chapter 2 documents the first-ever, regional-scale survey of …


New-R Intervention For Clients With Severe Mental Illness And Obesity: Grant Writing For Implementation Funds Supporting Occupational Therapy Interventions, Kaitlyn Hoffman May 2023

New-R Intervention For Clients With Severe Mental Illness And Obesity: Grant Writing For Implementation Funds Supporting Occupational Therapy Interventions, Kaitlyn Hoffman

UNLV Theses, Dissertations, Professional Papers, and Capstones

Increasing numbers of people suffer from obesity and severe mental illness co-morbidly. If these conditions remain untreated, they can harm an individual's health and well-being. Unfortunately, there are very few programs currently available that target both management and improvement of these conditions simultaneously. Even so, despite the lack of programming options, it must be noted that the NEW-R program strives to reach those goals, although there hasn't been an abundance of literature supporting the effectiveness of this program. This poses a concern for occupational therapy practitioners who hope to assist their clients in managing these conditions as occupational therapy treatments …


Cell-Specific Mechanisms Of Microrna Modulation Of Anoctamin-1 (Ano1) In Oral Cancer, Daniel Hou May 2023

Cell-Specific Mechanisms Of Microrna Modulation Of Anoctamin-1 (Ano1) In Oral Cancer, Daniel Hou

UNLV Theses, Dissertations, Professional Papers, and Capstones

Anoctamin-1 (ANO1) is a calcium-gated chloride ion channel with multiple physiological roles, including transepithelial ion transport, smooth muscle contraction, salivary secretion, and nociception. Recently, ANO1 has been identified to play a key role in cancer progression. ANO1 is overexpressed in different types of cancer, including oral cancer. ANO1 overexpression is commonly the result of ANO1 gene amplification on the chromosome 11q13 locus. In cancer cells, ANO1 upregulation has been reported to promote cell proliferation and migration of tumor cells, whereas ANO1 downregulation induces apoptosis through multiple signaling pathways. As such, ANO1 is now considered a useful biomarker for cancer progression …


Flying The Unfriendly Skies: How Flight Crew Members Perceived And Communicatively Constructed The Emotional Labor Of Their Positions Throughout The Covid-19 Pandemic, William B.L. Ingelson May 2023

Flying The Unfriendly Skies: How Flight Crew Members Perceived And Communicatively Constructed The Emotional Labor Of Their Positions Throughout The Covid-19 Pandemic, William B.L. Ingelson

UNLV Theses, Dissertations, Professional Papers, and Capstones

The COVID-19 pandemic brought about unprecedented levels of volatility to all hospitality industries, including aviation. Such levels of volatility have highlighted a need to understand the effects of the COVID-19 pandemic on flight crew communication. This study explores the impact of the COVID-19 pandemic on intra-flight crew communication and the emotional labor flight crew members experienced. Utilizing the theoretical frameworks of facework, politeness theory, emotional labor, and emotional management, this study examined how participants communicated through the tumult of this time period. This study discovered heavy usage of surface acting and increased levels of emotional labor through 28 qualitative interviews …


A Light Gradient Boosting Machine-Enabled Model To Predict Radiation-Induced Toxicities In Cancer Patients Receiving Chemoradiotherapy, Zirui Jiang May 2023

A Light Gradient Boosting Machine-Enabled Model To Predict Radiation-Induced Toxicities In Cancer Patients Receiving Chemoradiotherapy, Zirui Jiang

UNLV Theses, Dissertations, Professional Papers, and Capstones

The objective of this study was to develop a predictive model that utilizes a Light Gradient Boosting Machine (Light-GBM) to accurately assess the risk of severe radiation-induced toxicities in cancer patients undergoing chemoradiotherapy. The occurrence of these toxicities can have a substantial impact on the patients' quality of life. The Light-GBM model using clinical feature alone or integrating radiomic features extracted from computed tomography (CT) images used in treatment planning with clinical features can enhance the accuracy of early prediction.The study included 179 breast cancer patients and 223 patients with nasopharynx cancer who were treated with both radiotherapy and chemotherapy …