Public Health Commons^™

Man Vs Machine: How Will Artificial Intelligence And Machine Learning Systems Impact Cancer Diagnosis And The Patient-Physician Relationship?, Aditya Kotha, Faye Prichard

UROP Posters

Oncologic diagnosticians are physicians who specialize in interpreting diagnostic exams to diagnose cancer in patients. Software companies have been developing artificial intelligence (AI) systems to interpret these exams to diagnose cancer. These AI systems may affect the traditional role of oncologic diagnosticians if they were to be implemented in the clinical setting. Therefore, I set out to answer my research question: How will AI and machine learning systems impact the roles of oncologic diagnosticians in diagnosing cancer and the patient-physician relationship? By analyzing surveys and studies, I examined the attitudes of oncologic diagnosticians versus cancer patients toward implementing AI systems …

Determining Effective Treatment Regimens For Breast Cancer Using Combined Immunotherapy And Chemotherapy In Vivo, Akhila R. Kunuthuru, Laura Graham, Harry D. Bear Md, Phd

UROP Posters

Breast cancer has the highest incidence rate of all cancers globally in women, and those of African descent, especially West African females, face higher rates of triple-negative breast cancer (TNBC), a more aggressive form of breast cancer. Immunotherapy for breast cancer is a relatively new treatment option, and research is ongoing to identify the best combination treatments for increasing survival of those diagnosed with TNBC. Eganelisib (IPI-549: a PI3K-gamma inhibitor that works to shift M2 macrophages to M1 to augment T cell function) with other combinatory treatments has shown promising results in reducing tumor growth and increasing survival in mice. …

Ecological Factors And Childhood Eating Behaviours At 5 Years Of Age: Findings From The Rolo Longitudinal Birth Cohort Study, Anna Delahunt, Marie C. Conway, Eileen C. O’Brien, Aisling A. Geraghty, Linda M. O’Keeffe, Sharleen L. O’Reilly, Ciara M. Mcdonnell, Patricia M. Kearney, John Mehegan, Fionnuala M. Mcauliffe

Articles

Individual differences in children eating behaviours have been linked with childhood overweight and obesity. The determinants of childhood eating behaviours are influenced by a complex combination of hereditary and ecological factors. This study examines if key ecological predictors of childhood overweight; maternal socio-economic status (SES), children’s screen time, and childcare arrangements, are associated with eating behaviours in children aged 5-years-old.

Reproductive Regrets Among A Population-Based Sample Of U.S. Women, Arthur L. Greil, Michele H. Lowry, Andrea R. Burch, Kathleen Slauson-Blevins, Nicholas Park, Julia Mcquillan

Sociology & Criminal Justice Faculty Publications

Women have many reproductive options, but little is known about their regrets regarding prior reproductive choices and outcomes. Guided by the life-course and stratified reproduction perspectives, this study draws on an open-ended question about reproductive regrets from wave I of the National Survey of Fertility Barriers, a representative telephone survey of reproductive aged U.S. women conducted from 2004 to 2006. The authors classified regrets into five broad categories: (1) none, (2) problematic fertility, (3) unfulfilled fertility desires, (4) family, and (5) pregnancy experiences. The authors conducted the analyses separately by motherhood status. Logistic regression analysis revealed that regardless of parental …

Covid-19 Vaccination In Palestine/Israel: Citizenship, Capitalism, And The Logic Of Elimination, Nicolas Howard, Emily Schneider

Sociology & Criminal Justice Faculty Publications

Despite Israel’s responsibility under international law to combat the spread of contagious diseases and epidemics in its occupied territories, Israeli officials have refused to distribute COVID-19 vaccines to Palestinians in the West Bank and Gaza Strip. Through a critical discourse analysis of Israeli officials’ statements regarding Israel’s COVID-19 vaccination campaign, this paper explores how Israel evades this responsibility while presenting itself as committed to public health and human rights. We find that Israeli officials strategically present Palestinians as an autonomous nation when discussing COVID-19 vaccinations, despite Israel’s ongoing attempts to prevent the creation of a Palestinian state. Relatedly, Israel justifies …

Sars-Cov-2 Rna Abundance In Wastewater As A Function Of Distinct Urban Sewershed Size., Rochelle H. Holm, Anish Mukherjee, Jayesh P. Rai, Ray A. Yeager, Daymond Talley, Shesh N. Rai, Aruni Bhatnagar, Ted Smith

Faculty and Staff Scholarship

During the COVID-19 pandemic, wastewater-based epidemiology has emerged as a promising approach for monitoring SARS-CoV-2 prevalence on a community-level. Despite much being known about the utility of making these measurements in large wastewater treatment plants, little is known about the correlation with finer geographic resolution, such as those obtained through sewershed sub-area catchments. This study aims to identify community wastewater surveillance characteristics between sewershed areas that affect the strength of the association of SARS-CoV-2 RNA detection in a metropolitan area. For this, wastewater from 17 sewershed areas were sampled in Louisville/Jefferson County, Kentucky (USA), from August 2020 to April 2021 …

Communicating Clinic Visit Information To Family Caregivers, Reed Wr Bratches

Dartmouth College Ph.D Dissertations

Statement of the Problem: Information from clinic visits is critical to family caregivers, who are the family members or friends who provide at-home care for their loved ones. However, patient’s clinic visits are infrequently attended by caregivers. While methods exist to communicate information from visits to patients, little is known about the methods used to communicate with caregivers, or their effects on caregiver outcomes. I address this gap in this dissertation through three studies.

Methods: A systematic review was used synthesize the methods used to communicate information to family caregivers and their impact on caregivers. A national survey of family …

Regional Variations In The Incidence Of Brain Glioma In Adults In Alabama, Mina Lobbous

All ETDs from UAB

Purpose: Gliomas are the most common primary brain tumor in adults in the US with an annual age-adjusted incidence rate of 4.67 to 5.73 per 100,000 persons. Exposure to ioniz-ing radiation is the only established risk factor for non-hereditary glioma risk. There are several sources of carcinogenic contaminants in northeast Alabama and western Georgia with the Coosa River serving as the region’s primary water source. In this study, we aimed to examine the incidence rate of glioma in northeast Alabama compared to the rest of the state as well as the association of possible environmental exposure on disease risk and …

The Association Between Paraquat Exposure And Parkinson's Disease Mortality: A County-Level Ecological Study In The United States, Alexander Kozuch

All ETDs from UAB

Objectives: The current study reports the results of an ecological study regarding the association between PQ exposure and Parkinson’s disease mortality in the United States. Methods: The outcome of interest for this study was mortality due to Parkinson’s disease, obtained from CDC Wonder. The exposure of interest was PQ exposure at the county level which was obtained from the United States Geological Survey (USGS). Statistical analysis was done using the mortality data, grouped into ten-year age groups, and focused on data from 2015-2019 to account for the lag time between initial Paraquat exposure and Parkinson’s Disease mortality. A Negative Binomial …

Intracerebral Hemorrhage Hospitalizations And Outcomes: Comparisons Between Institutional And National Data, Zhuobin Huang

All ETDs from UAB

Intracerebral hemorrhage (ICH) is associated with a high risk of in-hospital mortality therefore we decided to define the effect of procedures and other risk factors on in-hospital mortality among different regions in the US. South and UAB Hospital. We used 2 datasets, the University of Alabama at Birmingham Hospital data and the National Inpatient Sample (NIS). We included 425 patients with a diagnosis of intracerebral hemorrhage over 18 years of age from the UAB Hospital stroke registry between 2016 to 2019; in NIS between 2016 to 2018, 68525 patients age 18 or above met inclusion criteria selected by International Classification …

Spike-And-Slab Additive Models And Scalable Algorithms For High Dimensional Data Analysis, Boyi Guo

All ETDs from UAB

There are proposals that extend classical additive models (AMs) to accommodate high-dimensional data (p >> n) using group sparse regularization. However, the sparse regularization may induce excess shrinkage when estimating smooth functions, damaging predictive performance. Moreover, most of these AMs consider an “all-in-allout” approach for functional selection, rendering them difficult to answer if nonlinear effects are necessary. While some Bayesian models can address these shortcomings, model fitting can create a new challenge, scalability. In this dissertation, we propose Bayesian hierarchical additive models to address the previous shortcomings: we consider the smoothing penalty for proper shrinkage of curve interpolation via reparameterization. A …

Filtration And Adsorption Performance Of Activated Carbon Fiber: Applications For Respiratory Protection, Margaret C. Summers

All ETDs from UAB

Activated Carbon Fiber (ACF) is an adsorbent material that can be used to re-move volatile organic compounds (VOCs) from the air. Unlike granular adsorbents that are currently used in organic vapor respirators, ACF is a self-supporting fiber structure that can be tailored into non-woven forms and can potentially be used to support particu-late filtration. While ACF-containing respirators first appear in patent literature in the 1980s, the use of ACF in respiratory protection has not been widely considered in the PPE market in the intervening years. To develop the concept of an ACF-containing N95 that offers particulate filtration in addition to …

Non-Mean Ambulatory Blood Pressure Monitoring Parameters And Left Ventricular Hypertrophy: Analysis Of Pooled Population- And Community-Based Studies, Swati Sakhuja

All ETDs from UAB

High mean blood pressure (BP) on ambulatory BP monitoring (ABPM) is a strong risk factor for left ventricular hypertrophy (LVH), an early manifestation of hypertension-related cardiovascular disease (CVD). Typically, 48-72 systolic and diastolic BP (SBP and DBP) readings are obtained on a 24-hour ABPM recording. The large number of readings from ABPM allows for the estimation of parameters beyond mean BP that capture level and fluctuation in BP over 24-hours, which may be useful for identifying individuals at high risk for CVD. The measures of BP level other than mean BP obtained from ABPM recording include BP load (percentage of …

Power And Sample Size Calculations For Linear Mixed Models Of Longitudinal Data Using The Kenward-Roger Adjusted Wald Test, Tarrant Oliver Mcpherson

All ETDs from UAB

The linear mixed model has become a popular technique for the analysis of longitudinal data, but Wald test statistics of fixed effects for these models frequently lack well defined distributions. A common approach to this problem uses the Kenward-Roger adjustment, which attempts to approximate the distribution of the Wald statistic by matching its moments obtained via Taylor expansion to those of an F distribution. However, this approach only matches moments obtained under the null hypothesis of no effect and cannot currently be used to approximate the distribution of the test statistic under some alternative hypothesis. This limitation prevents a straightforward …

Parent And Healthcare Provider Beliefs About Chlamydia Adolescent Vaccine, Alison P. Footman

All ETDs from UAB

Introduction: Chlamydia is the most common bacterial sexually transmitted infection (STI) worldwide and it disproportionally affects young people and those living in the Southern United States. If left untreated chlamydia infections can lead to complications such as infertility and pelvic inflammatory disease. Currently, chlamydia vaccines are being development. A successful chlamydia immunization program would require adolescents to be vaccinated before engagement in sexual activity and would require parental approval and recommendations from healthcare providers. Therefore, this project aims to explore parent and healthcare provider opinions about chlamydia vaccines to identify potential barriers and facilitators to uptake. Because the COVID-19 pandemic …

History Of Allergy, Atopy, Infectious And Autoimmune Disease And Risk Of Multiple Myeloma, Tony B. Zbysinski

All ETDs from UAB

Multiple Myeloma (MM) is a plasma cell malignancy, which is defined in part by antibodies and complexes of immunoglobulin (Ig) heavy and light chains (IgH and IgL). Previous associations of immune-stimulating conditions such as allergic, autoimmune, and infectious conditions and the risk of multiple myeloma (MM) are inconsistent. However, these studies were conducted in populations of European ancestry, leaving the possibility that these conditions may contribute to the excess risk of plasma cell proliferative disorders observed among Black Americans. Therefore, we assessed MGUS, a precursor condition to myeloma, and MM risk related to a history of allergy, atopy, infections and …

Analysis Of Excess Mortality At The County Level In Alabama By Socioeconomic Factors, Abigail Jo Tucker

All ETDs from UAB

Objective: Analyze county level socioeconomic factors and their association with Covid-19 excess mortality in Alabama.Methods: Linear regression analyses were used to evaluate the association between potential risk factors assessed using the American Community survey (n = 40 counties and county clusters) and excess mortality in 2020 per 100,000 population. Excess mortality came from a previously published paper by Ackley et al. Results: Median household income (per 1,000 dollars); an average county median household income that 1,000 dollars higher was associated with 6 per 100,000 lower excess mortality (β= -5.953 p-value

Adverse Childhood Experiences: Connecting The Dots Between Early Life Stress And Asthma Aming Children And Adolescents With Sickle Cell Disease, Brandi Mcclain Pernell

All ETDs from UAB

Sickle cell disease (SCD) is an inherited red blood cell disorder plagued by increased morbidity and premature mortality. Asthma disproportionally affects individuals with SCD and is strongly associated with an increased incidence of pain, acute lung complications and death among this high-risk population. Psychological stress is a well-established contributor and trigger for asthma development and exacerbations. Adverse Childhood Experiences (ACEs) are defined as traumatic experiences occurring before 18 years of age. ACEs occur at the individual, familial (Original-ACEs) and community level (Expanded-ACEs) and can accumulate with time. Chronic exposure to ACEs leads to toxic stress, widespread inflammation and risk for …

Characterizing Occupational Status History And Assessing Occupational Status As A Social Determinant Of Health In The Deceased Organ Donor Population, Nicole F. Pelletier

All ETDs from UAB

Transplant physicians review clinical data ranging from laboratory values to substance use history and use prediction models combining these factors, along with previous recipient outcomes, to evaluate deceased organ donors for organ suitability. Factors such as social determinants of health (SDOH) are not currently included in prediction models, despite evidence of relationships between SDOH and health outcomes in the general population. Occupational status is a SDOH routinely collected at the time of donation and stored in DonorNet, but not yet characterized in the deceased donor population. Despite well-documented relationships between occupational status and health outcomes in the general population, these …

Development Of A Fit-Matching App: Validation Of 3-D Scanning Applications, Jasna Rosser Williams

All ETDs from UAB

According to the National Institute of Occupational Health and Safety (NIOSH), each day nearly 2,000 workers sustain a job-related eye injury that requires medical treatment. It has been reported that the cause of these eye injuries is frequently due to workers not wearing eye protection because it does not fit properly on their faces. To improve the fit of eye protection, we are aiming to develop a fit matching application (app) which will identify the wearers’ better-fitting safety eyewear using 3D technology. We have successfully tested the feasibility of the use of commercially available 3D scanning apps using a mannequin …

Early Detection Of Acute Kidney Injury In Neonates After Cardiopulmonary Bypass, Tennille N. Webb

All ETDs from UAB

Prophylactic peritoneal dialysis (PD) in neonates undergoing cardiac surgery with cardiopulmonary bypass (CPB) has proven to be safe and improve outcomes. Understanding which neonates would most benefit from prophylactic PD is needed to optimize care. Objective: We sought to validate patient-specific characteristics associated with the need for PD in neonates requiring CPB. We hypothesized serum creatinine (SCr), pre-operative weight, or open chest post-operatively are associated with the need for PD. Methods: We evaluated neonates in the cardiac ICU requiring cardiac surgery with CPB from March 2019 through March 2021 with our new protocol for PD catheter placement. Neonates were classified …

Evaluation Of A Living Shoreline Technique On A Southeastern United States Reservoir, Eric V. Muth

All ETDs from UAB

The impoundment of rivers in the southeastern United States has led to the creation of reservoirs that have seen the riparian zone become heavily developed with residential real estate. As the hybrid river/lake systems started forming new shorelines, property owners reacted by attempting to reduce their losses. This has been done in a variety of ways, with the majority falling into the bulkhead category. The use of vertical hard armament has resulted in a loss of ecological function and an increase in erosion of the lakebed at the toe or escarpment. In response to this, the idea was proposed by …

Frequent Mental Distress Among Adults In The United States And Its Association With Socio-Demographic Characteristics, Unhealthy Lifestyle, And Chronic Physical Health Status, Mamunur Rashid, M. Mazharul Islam, Aiping Li, Naima Shifa

Mathematics Faculty Publications

Frequent mental distress (FMD) is a measure of poor mental health days for at least 14 days out of 30 days. It is one of the important dimensions of the health-related quality of life. The underlying causes of FMD are diverse. However, the issue has not been explored extensively due to the lack of reliable data on mental health. The aim of this study was to examine the level and trends of FMD among the adults of the United States (US) and identify the socio-demographic, lifestyles, and chronic health outcomes related correlates of FMD. The data for the study was …

A Scoping Review Of Behavior Change Techniques Used To Promote Physical Activity Among Women In Midlife, Danielle Arigo, Kelly A. Romano, Kristen Pasko, Laura Travers, M. Cole Ainsworth, Daija A. Jackson, Megan M. Brown

Psychology Faculty Publications

Women in midlife experience health risks that could be mitigated by regular physical activity and reduced sedentary time, but this population rarely achieves physical activity levels that would protect their health. As a result, many behavioral interventions are designed to promote physical activity in this population, which are purportedly guided by theoretical models of health behavior (change) and activate an associated set of behavior change techniques (BCTs). The efficacy and effectiveness of these interventions appear to be limited, however, raising questions about their design and adaptation for women in midlife. Several aspects of these interventions are currently unclear. Specifically, which …

Internalization Of Appearance Ideals And Not Religiosity Indirectly Impacts The Relationship Between Acculturation And Disordered Eating Risk In South And Southeastern Asian Women Living In The United States, Sonakshi Negi, Erik M. Benau, Megan Strowger, Anne Claire Grammer, C. Alix Timko

Psychology Faculty Publications

Objective: Studies that examine disordered eating in samples of Asian individuals living in the United States frequently combine all individuals of Asian descent into a single group, which can obscure important differences between groups and their experiences of acculturation. The goal of the present study was to establish the relation of acculturation, internalization of appearance ideals, and religiosity as predicting body dissatisfaction and disordered eating in women of South and Southeast Asian (SSEA) descent.

Method: Women of SSEA descent (N = 112) aged 18–51 years (M = 23.10, SD = 6.4) completed a battery of questionnaires that inquire about these …

Differences In Health Literacy And Healthcare Utilization For Uninsured Patients With Type Ii Diabetes, Whitney Key Towey

Dissertations

Un- and under-insured individuals have lower access and less health literacy than their insured counterparts. This is a major public health problem as lower health literacy leads to unhealthy communities which have higher chronic disease rates. This quantitative dissertation uses data from a public health hospital system to understand the relationship between health literacy and healthcare utilization. The Andersen Model has been applied to determine whether, or to what extent, health literacy explains the relationship between the identified predisposing and enabling factors and the outcomes of appropriate utilization of care by controlling for variables associated with health literacy. A sample …

Comparison Of Schedules, Stress, Sleep Problems, Fatigue, Mental Health And Well-Being Of Low Cost And Network Carrier Pilots, Marion Venus

International Journal of Aviation, Aeronautics, and Aerospace

Objective

This research investigates and compares working-conditions, duty rosters, stress, sleep problems, fatigue levels, mental health, and well-being of pilots working for network (NWCs), and low-cost carriers (LCCs). This study extends previous research by investigating working conditions, pilots’ actual rosters, fatigue and mental health of two groups of pilots flying for LCC or NWC.

Method

A comprehensive cross-sectional online survey was completed by N=338 pilots (185 NWC, 153 LCC pilots). All pilots reported their roster data of the last 2 months during peak flight season, psychosocial and work-related stress (e.g., high job insecurity, less total flight-experience, lower income, more time …

Knowledge, Experiences And Perceptions Of Abagusii Community Of Kisii County, Kenya On The Health Consequences Of Female Genital Mutilation (Fgm), Roselyter Riang’A, Moses Mutiso

Population Health, East Africa

Background: Health education is among the prominent forms of interventions that are used to advocate for eradication of the practice of FGM. However, little is known on affected communities’ actual experiences, knowledge and perceptions on these health education messages hence need for this study.

Objective: To understand Abagusii people’s knowledge, experiences and perceptions on the health consequences of FGM.

Methods: Data was collected from Abagusii community of Kisii County in Kenya using interview schedules, focus group discussions, key informants and document analysis. The collected data were qualitatively and quantitatively analysed using SPSS and MAXQDA programs

Results: …

Physical Activity And Sedentary Behaviour Among Children And Adolescents With Intellectual Disabilities During The Covid-19 Lockdown In China, Y. Q. Yuan, J. N. Ding, N. Bi, M. J. Wang, S. C. Zhou, X. L. Wang, S. H. Zhang, Y. Liu, G. Roswal

Research, Publications & Creative Work

Background: In the wake of the COVID-19 pandemic, preliminary research has reported a significant decline in physical activity (PA) and an increase in sedentary behaviour (SB) among typically developed children and adolescents. Limited research has looked at the current situation of PA and SB during this pandemic among children and adolescents with intellectual disabilities (ID). This study investigated the situations about PA and SB among school-aged children and adolescents with ID on China’s mainland during the COVID-19 outbreak.

Methods: In total, 837 parents of children and adolescents (ages 6–18 years) with ID from 15 special education schools of Shandong Province …

Diagnostic Accuracy Of Calculated Tumor Volumes And Apparent Diffusion Coefficient Values In Predicting Endometrial Cancer Grade, Chandan Kakkar, Kamini Gupta, Kunal Jain, Vikram Narang, Aminder Singh, Kavita Saggar, Namita Bansal, Dania Cioni, Emanuele Neri

Faculty, Staff and Student Publications

BACKGROUND: Magnetic resonance imaging (MRI) has been shown to be an accurate imaging technique for the preoperative assessment of local staging of endometrial cancer and for evaluating the depth of myometrial invasion.

MATERIALS AND METHODS: This was a single-center retrospective study performed on patients with histopathologically proven endometrial carcinoma who underwent an MRI examination of the pelvis between October 2017 and May 2020.

RESULTS: In the present analysis, mean apparent diffusion coefficient (ADC) values for each histologic grade were 0.72 ± 0.13 × 10

CONCLUSION: Preoperative noninvasive radiological assessment for tumor volume, TV/ UV or tumor volume/uterine volume is important …