Medicine and Health Sciences Commons^™

Predictive Modeling Of Influenza In New England Using A Recurrent Deep Neural Network, Alfred Amendolara

Theses

Predicting seasonal variation in influenza epidemics is an ongoing challenge. To better predict seasonal influenza and provide early warning of pandemics, a novel approach to Influenza-Like-Illness (ILI) prediction was developed. This approach combined a deep neural network with ILI, climate, and population data. A predictive model was created using a deep neural network based on TensorFlow 2.0 Beta. The model used Long-Short Term Memory (LSTM) nodes. Data was collected from the Center for Disease Control, the National Center for Environmental Information (NCEI) and the United States Census Bureau. These parameters were temperature, precipitation, wind speed, population size, vaccination rate and …

The Epidemiology Of Skin Cancer At Dr. Cipto Mangunkusumo National Central General Hospital From 2014 To 2017, Larisa Paramitha Wibawa, Melody Febriana Andardewi, Inge Adi Kristanti, Riesye Arisanty

Journal of General - Procedural Dermatology & Venereology Indonesia

Background: The incidence of skin cancer has been increasing over the past decades globally. At present, there is no valid national cancer data in Indonesia. The purpose of this study is to evaluate the increment of skin cancer cases at Dr. Cipto Mangunkusumo National General Hospital, Jakarta.

Methods: In this retrospective descriptive study, we evaluated all pigmented skin tumor cases from June 2014 to June 2017. Data were obtained from the Department of Anatomical Pathology and medical records at Dr. Cipto Mangunkusumo National General Hospital. Data were compared with previous reports.

Results: From 263 skin cancer cases, …

Clostridium Difficile In Asia: Opportunities For One Health Management, Deirdre A. Collins, Thomas V. Riley

Research outputs 2014 to 2021

Clostridium difficile is a ubiquitous spore-forming bacterium which causes toxin-mediated diarrhoea and colitis in people whose gut microflora has been depleted by antimicrobial use, so it is a predominantly healthcare-associated disease. However, there are many One Health implications to C. difficile, given high colonisation rates in food production animals, contamination of outdoor environments by use of contaminated animal manure, increasing incidence of community-associated C. difficile infection (CDI), and demonstration of clonal groups of C. difficile shared between human clinical cases and food animals. In Asia, the epidemiology of CDI is not well understood given poor testing practices in many countries. …

Enhancing The Identification Of Rheumatoid Arthritis-Associated Lung Disease, Bryant England

Theses & Dissertations

Rheumatoid arthritis (RA) is a systemic autoimmune disease that predisposes afflicted individuals to reduced quality of life, physical disability, and premature mortality. While joint involvement is the primary manifestation of RA, extra-articular features including lung disease are responsible for a significant portion of the excess mortality. In this dissertation I demonstrate the contribution of chronic lung diseases to premature mortality in RA, contrasting with the more widely recognized comorbidity in RA of cardiovascular disease. Then, I establish that a novel serum biomarker, anti-malondialdehyde-acetaldehyde adduct (MAA) antibody, is associated with the presence of interstitial lung disease (ILD) in RA subjects. Further …

: Examining How Factors Associated With Patients, Physicians, Hospitals, And Surrounding Communities Affect Primary And Repeat Cesarean Delivery Through A Social-Ecological Lens, Christina Ventura-Dipersia

Dissertations and Theses

Background: Childbirth is one of the most common reasons for hospitalization in the U.S., and Cesarean delivery (i.e., surgical childbirth) is costlier and has a higher likelihood of birth-related complications, maternal rehospitalization, and postpartum medical care utilization than vaginal delivery. The rate of Cesarean delivery in the United States (U.S.) has increased in recent years by over 60%, from 20.7% of all births in 1996 to 32.9% of all births in 2011. As Although this increasing trend of Cesarean delivery incidence has also been seen in other countries, the rate of Cesarean delivery has been rising more steadily within …

Descriptive Characteristics And Risk Factors For Trauma: An Evidence-Based Practice Project, Hawo Jama, Hibak Jama, Molly Kreutter, Jill Olson Moser, Glory Pierre, Sora Samejima, Naomi Teetzel, Julie D. Bass

Graduate Occupational Therapy Research and Projects

This Evidence-Based Practice (EBP) project examined the following question: What are the perspectives, experiences, and self-reports of adult individuals, groups, or populations who have MCI or report problems with Functional Cognition (and / or their caregivers)?

Reconstructive Trends And Complications Following Parotidectomy: Incidence And Predictors In 11,057 Cases., Cory D Bovenzi, Peter Ciolek, Meghan Crippen, Joseph M Curry, Howard Krein, Ryan Heffelfinger

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

BACKGROUND: Parotidectomy is a common treatment option for parotid neoplasms and the complications associated with this procedure can cause significant morbidity. Reconstruction following parotidectomy is utilized to address contour deformity and facial nerve paralysis. This study aims to demonstrate national trends in parotidectomy patients and identify factors associated with adverse postoperative outcomes. This study includes the largest patient database to date in determining epidemiologic trends, reconstructive trends, and prevalence of adverse events following parotidectomy.

METHODS: A retrospective review was performed for parotidectomies included in the ACS-NSQIP database between January 2012 and December 2017. CPT codes were used to identify the …

Multi-Ancestry Sleep-By-Snp Interaction Analysis In 126,926 Individuals Reveals Lipid Loci Stratified By Sleep Duration, Raymond Noordam, Maxime M. Bos, Heming Wang, Thomas W. Winkler, Amy R. Bentley, Tuomas O. Kilpeläinen, Paul S. De Vries, Yun Ju Sung, Karen Schwander, Brian E. Cade, Alisa Manning, Hugues Aschard, Michael R. Brown, Han Chen, Nora Franceschini, Solomon K. Musani, Melissa Richard, Dina Vojinovic, Stella Aslibekyan, Traci M. Bartz, Donna K. Arnett

Epidemiology and Environmental Health Faculty Publications

Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known …

Epidemiological Analysis Of Malaria Decrease In El Salvador From 1955 Until 2017, Tatiana I. Gardellini Guevara

USF Tampa Graduate Theses and Dissertations

The disease of malaria is complex, with clinical presentation that ranges from severe and complicated to mild and uncomplicated or even to asymptomatic malaria. A recent effort made by several world organizations has shown important advances in the effort to control and eradicate malaria. Following the general ordinance established by the trans-border organizations, each country has tried to define, according to their local geopolitical scenario, individual ¨road maps¨ to succeed in reducing the morbidity and mortality caused by malaria. Moreover, it is now accepted universally that these road maps need to be revised and appropriated in order to correct actions …

The Impact Of Socioeconomic Factors On Food Insecurity Among Syrian Refugees In Florida, Racha Sankar

FIU Electronic Theses and Dissertations

Syrian refugees settled in the United States may experience food insecurity due to different socioeconomic factors that may include nutrition knowledge, language proficiency, women’s education, and perceived stress. The structure and the type of households may also contribute to food insecurity in this population.

The objective of this study was to measure food security among Syrian refugees residing in Florida. It also aimed to determine the socioeconomic factors that may attribute to food insecurity at household level.

A comprehensive 228-item questionnaire was administered to N=80 households (n=43 in rural areas, n=37 in urban areas). Families with and without children were …

Estimation Of Infectious Intestinal Disease Burden And Description Of The Infectious Disease Surveillance System In Ras Al Khaimah, United Arab Emirates, Fatema Hamdan Saif Al Alkeem Al Zaabi

Dissertations

Introduction: Infectious disease (ID) is an ongoing problem worldwide. In order to manage this problem, it is important to have an integrated and effective surveillance system that can be used to estimate the burden of ID. There is a scarcity of studies published on the prevalence of IDs in the United Arab Emirates (UAE), both in hospital settings and in the community. Infectious Intestinal Disease (IIDs) have been one of the most commonest IDs that have been studied in the community around the world, there are no studies on the prevalence of IIDs in Ras Al Khaimah (RAK). Furthermore, while …

Statistical Methods Useful In Clinical Simulation And Medical Education Scholarship, Zuber D. Mulla, J. Hector Aranda, Donovan Rojas, Sanja Kupesic Plavsic

Marshall Journal of Medicine

The objective of this paper is to introduce selected statistical and epidemiologic topics that are of interest to interdisciplinary teams of healthcare quality professionals, educators, technical staff, and researchers who participate in clinical simulation scholarship. Four research vignettes in the setting of a hypothetical clinical simulation training workshop are presented. The first vignette illustrates the utility of exact logistic regression when analyzing a small dataset. The second underscores the importance of using an appropriate method to account for the repeated measurement of an outcome. The third illustrates the use of the intraclass correlation coefficient to measure inter-rater reliability. The final …

Is There Less Opioid Abuse In States Where Marijuana Has Been Decriminalized, Either For Medicinal Or Recreational Use? A Clin-Iq, Aaron M. Wendelboe, Richard Mathew, Tana Chongsuwat, Elizabeth Rainwater, Mark A. Wendelboe, Elizabeth Wickersham Md, Ann F. Chou

Journal of Patient-Centered Research and Reviews

Opioid use, abuse, and associated mortality have reached an epidemic level. In some states, cannabis is being used to treat chronic pain. To examine the hypothesis that medical marijuana legislation may reduce adverse opioid-related outcomes if patients substitute cannabis for opioids for pain management, we conducted a clinical inquiry (Clin-IQ). We searched Ovid MEDLINE, Ovid MEDLINE In-Process, and Embase for studies using the search terms marijuana, cannabis, legal, marijuana smoking, medical marijuana, opioid-related disorders, cannabis use, medical cannabis, legal aspect, and opiate addiction. We included population-based articles published from January 1, 2012, through December 5, 2018, that assessed the relationship …

The Association Between Dietary Inflammatory Index (Dii) And Cancer Risk In Korea: A Prospective Cohort Study Within The Koges-Hexa Study, Injeong Ryu, Minji Kwon, Cheongmin Sohn, Nitin Shivappa, James R. Hébert, Woori Na, Mi Kyung Kim

Faculty Publications

Several epidemiological studies have shown that there are consistently positive associations between dietary inflammatory index (DII (R)) scores and cancer incidence in Western populations. However, few DII-cancer studies have been conducted in East Asian populations. In a large cohort representative of the general Korean population, we investigated whether the DII is associated with overall cancer risk. A total of 163,660 participants (56,781 males and 106,879 females) had evaluable data for analyses. This follow-up study was carried out over the course of 7.9 years. DII scores were calculated based on Semi-Quantitative Food-Frequency Questionnaire (SQ-FFQ) data for 106 food items. Cancers were …

Pubh 6533– Epidemiology, Logan Cowan

Jiann-Ping Hsu College of Public Health Syllabi

This course provides an introduction to many important topics in epidemiology for public health practice, including but not limited to the evolution of the discipline, causal concepts in the natural history of disease, critical features of infectious and chronic diseases, elements of public health screening, basic measures used in epidemiology, design of epidemiologic investigations, consideration of random error and systematic bias, calculation and interpretation of confidence intervals and p values, discussion of confounding and interaction, criteria for evaluation of cause and effect relationships and the implications for ethical public health practice. Students are expected to gain a foundation in epidemiologic …

Coccidioidomycosis: Medical And Spatio-Temporal Perspectives, Nikias Sarafoglou, Rafael Laniado-Laborin, Menas Kafatos

Mathematics, Physics, and Computer Science Faculty Articles and Research

Coccidioidomycosis (CM) is a disease of major public health importance due to the challenges in its diagnosis and treatment. To understand CM requires the attributes of a multidisciplinary network analysis to appreciate the complexity of the medical, the environmental and the social issues involved: public health, public policy, geology, atmospheric science, agronomy, social sciences and finally humanities, all which provide insight into this population transformation.

In section 1 of this paper, we describe the CM-epidemiology, the clinical features, the diagnosis and finally the treatment.

In section 2, we highlight the most important contributions and controversies in the history of the …

9th Annual Postdoctoral Science Symposium, University Of Texas Md Anderson Cancer Center Postdoctoral Association

Annual Postdoctoral Science Symposium Abstracts

The mission of the Annual Postdoctoral Science Symposium (APSS) is to provide a platform for talented postdoctoral fellows throughout the Texas Medical Center to present their work to a wider audience. The MD Anderson Postdoctoral Association convened its inaugural Annual Postdoctoral Science Symposium (APSS) on August 4, 2011.

The APSS provides a professional venue for postdoctoral scientists to develop, clarify, and refine their research as a result of formal reviews and critiques of faculty and other postdoctoral scientists. Additionally, attendees discuss current research on a broad range of subjects while promoting academic interactions and enrichment and developing new collaborations.

Characterizing Smoking-Related Litter In Public Parks In Philadelphia, Russell K. Mcintire, Phd, Mph, Ashley Lipshaw, Mph

College of Population Health Posters

Background

• Cigarettes are the most littered item in the country.
• Since 1980 cigarette butts have represented 30-40% of all litter collected from coastal waterways and urban areas among major surveys in the U.S.
• Communities have established smoke free public spaces, including parks, in part to mitigate this source of litter and pollution.
• In 2014, Philadelphia prohibited smoking on all lands and facilities under the jurisdiction of the Philadelphia Department of Parks and Recreation
• However, not all parks in Philadelphia have the same environment to deter smoking, as “Smoke-Free” signs are not posted in all parks

Objectives

This study reports the …

Gestational Weight Gain, Offspring Asthma And Wheeze Phenotypes In Project Viva, Kathryn Wagner

Masters Theses

In the US, 8.4% of children are diagnosed with asthma by age 18, making asthma one of the most common chronic conditions among children. Additionally, 25% of children experience persistent wheezing by age 6, an indicator of childhood asthma. Both childhood asthma and persistent wheezing may be linked to inflammatory and immune mechanisms, which are associated with inadequate and excessive gestational weight gain. Studies investigating the relationship between gestational weight gain and offspring asthma and wheeze phenotypes are limited by self-reported gestational weight gain, early age at asthma and wheeze assessments, limited adjustment for potential confounders and no trimester-specific evaluations. …

Coronary Heart Disease, Hypertension And Use Of Biomass Fuel Among Women: Comparative Cross-Sectional Study, Zafar Fatmi, Georgia Ntani, David Coggon

Community Health Sciences

Objectives: To explore the associations of hypertension and coronary heart disease (CHD) with use of biomass fuel for cooking.
Design: Comparative cross-sectional study.
Setting: Rural villages in Sindh, Pakistan.
Participants: Women aged ≥40 years who had used biomass fuel for cooking for at least the last year (n=436), and a comparison group (n=414) who had cooked only with non-biomass fuel during the last year were recruited through door-to-door visits. None of those who were invited to take part declined.
Primary and secondary outcome measures: Hypertension was determined from blood pressure measurements and use of medication. CHD was assessed by three …

Factors Associated With Eosinophilic Esophagitis In Nevada, Julia Lorraine Anderson

UNLV Theses, Dissertations, Professional Papers, and Capstones

Eosinophilic esophagitis (EoE) is a rare immune-mediated illness with symptoms that range from difficulty swallowing to food impaction of the esophagus. Most published studies have been documented among patients residing in cool regions with significant annual rainfall. No published studies to our knowledge have been performed examining the healthcare utilization trends of EoE in Nevada. Utilizing two unique databases, the factors associated with EoE healthcare utilization patterns in Nevada were examined. All analyses were performed in R version 3.5.1. This study included a demographic and regional analysis identifying risk factors associated with having an EoE healthcare visit in Nevada. Several …

Evaluation Of The Frequency Of Mucous Retention Cysts In The Maxillary Sinus In A Turkish Population Using Cone-Beam Computed Tomography, Nihat Lacin, Birkan Tatar

Makara Journal of Health Research

Background: Mucous retention cyst (MRC) of the maxillary sinus (MS) is an asymptomatic pathology generally found during routine radiographic examination. This study aimed to investigate the frequency of MRCs in the MS from a Turkish population using randomly selected cone-beam computed tomography (CBCT) images. Methods: CBCT images of randomly selected systemically healthy subjects (n = 300; of which 156 were men and 144 were women with a mean age of 40.18 [age range: 18–65 years]) were included in this retrospective study. The images were evaluated, and MRC was detected as a dome-shaped radiopaque lesion on the floor or walls of …

Designing The Arriving Refugee Informatics Surveillance And Epidemiology (Arive) System: A Web-Based Electronic Database For Epidemiological Surveillance, William A. Mattingly, Ruth M. Carrico, Timothy L. Wiemken, Robert R. Kelley, Rebecca A. Ford, Rahel Bosson, Kimberley A. Buckner, Julio A. Ramirez

Journal of Refugee & Global Health

Objectives: We design and implement the Arriving Refugee Informatics surVeillance and Epidemiology (ARIVE) system to improve the health of refugees undergoing resettlement and enhance existing health surveillance networks.

Materials and Methods: Using the REDCap electronic data capture software as a basis we create a refugee health database incorporating data from the Center for Disease Control and Prevention’s Electronic Disease Notification (EDN) system and domestic screening data from refugee health care providers.

Results: Domestic screening and EDN refugee health data have been integrated for 13,824 refugees resettled from 35 different countries into the state of Kentucky from the years 2013-2016.

Discussion: …

Body Mass Index Z-Score Modifies The Association Between Added Sugar Intake And Arterial Stiffness In Youth With Type 1 Diabetes: The Search Nutrition Ancillary Study, Natalie S. The, Sarah C. Couch, Elaine M. Urbina, Jamie L. Crandell, Angela D. Liese, Dana Dabelea, Grace J. Kim, Janet A. Tooze, Jean M. Lawrence, Elizabeth J. Mayer-Davis

Faculty Publications

The relationship between added sugar and arterial stiffness in youth with type 1 diabetes (T1D) has not been well-described. We used data from the SEARCH for Diabetes in Youth Study (SEARCH), an ongoing observational cohort study, to determine the association between added sugar and arterial stiffness in individuals diagnosed with T1D(n = 1539; mean diabetes duration of 7.9 ± 1.9 years). Added sugar intake was assessed by a food frequency questionnaire, and arterial stiffness measures included pulse wave velocity (PWV) and augmentation index. Separate multivariate linear regression models were used to evaluate the association between added sugar and arterial stiffness. …

Patient Sex And Physician Adherence To Treatment Guidelines For Non-Purulent Cellulitis, Rebecca Goldberg

Masters Theses

In 2015, participating US Emergency Departments (EDs) reported approximately 2.8 million visits related to skin and soft tissue infections (SSTIs). Studies indicate that there may be disparities by patient sex in physician treatment guideline adherence rates as a result of a gender bias during physician-patient interactions; however, only two epidemiologic studies have investigated the role of patient sex in guideline adherence rates for SSTIs. These prior studies were limited in size and covariate assessment. Thus, the magnitude and direction of the effect of patient sex is uncertain, warranting further research. Therefore, we conducted a large prospective study to elucidate the …

Epilepsy Diagnosis And Management Of Children In Kenya: Review Of Current Literature, Pauline Samia, Jane Hassell, Jessica-Anne Hudson, Symon M. Kariuki, Charles R. Newton, Jo M. Wilmshurst

Paediatrics and Child Health, East Africa

Introduction: The growing impact of non-communicable diseases in low- to middle-income countries makes epilepsy a key research priority. We evaluated peer-reviewed published literature on childhood epilepsy specific to Kenya to identify knowledge gaps and inform future priorities.

Methodology: A literature search utilizing the terms “epilepsy” OR “seizure” as exploded subject headings AND “Kenya” was conducted. Relevant databases were searched, generating 908 articles. After initial screening to remove duplications, irrelevant articles, and publications older than 15 years, 154 papers remained for full-article review, which identified 35 publications containing relevant information. Data were extracted from these reports on epidemiology, etiology, clinical features, …

Evolutionary Dynamics Of Influenza Type B In The Presence Of Vaccination: An Ecological Study, Lindsey J. Fiedler

USF Tampa Graduate Theses and Dissertations

Understanding the evolutionary dynamics of influenza type B in human hosts is a public health concern as we strive to minimize the disease burden in seasonal epidemics. Vaccination is considered the best defense against contracting influenza, and everyone over the age of 6 months is advised to get vaccinated before each season. The effect that vaccine-acquired immunity has on the evolution of influenza B remains unclear. In the U.S., vaccine-uptake is irregular across the states, and the differing coverages present an opportunity to study how vaccination influences viral evolution. This thesis analyzes the evolutionary patterns of influenza B in the …

Advancing Measurement And Monitoring Of Reproductive, Maternal, Newborn And Child Health And Nutrition: Global And Country Perspectives, Tanya Marchant, Zulfiqar Ahmed Bhutta, Robert Black, John Grove, Catherine Kyobutungi, Stefan Peterson

Department of Paediatrics and Child Health

No abstract provided.

Limbic-Predominant Age-Related Tdp-43 Encephalopathy (Late): Consensus Working Group Report, Peter T. Nelson, Dennis W. Dickson, John Q. Trojanowski, Clifford R. Jack, Patricia A. Boyle, Konstantinos Arfanakis, Rosa Rademakers, Irina Alafuzoff, Johannes Attems, Carol Brayne, Ian T. S. Coyle-Gilchrist, Helena C. Chui, David W. Fardo, Margaret E. Flanagan, Glenda Halliday, Suvi R. K. Hokkanen, Sally Hunter, Gregory A. Jicha, Yuriko Katsumata, Claudia H. Kawas, C. Dirk Keene, Gabor G. Kovacs, Walter A. Kukull, Allan I. Levey, Nazanin Makkinejad, Thomas J. Montine, Shigeo Murayama, Melissa E. Murray, Sukriti Nag, Robert A. Rissman, William W. Seeley, Reisa A. Sperling, Charles L. White Iii, Lei Yu, Julie A. Schneider

Sanders-Brown Center on Aging Faculty Publications

We describe a recently recognized disease entity, limbic-predominant age-related TDP-43 encephalopathy (LATE). LATE neuropathological change (LATE-NC) is defined by a stereotypical TDP-43 proteinopathy in older adults, with or without coexisting hippocampal sclerosis pathology. LATE-NC is a common TDP-43 proteinopathy, associated with an amnestic dementia syndrome that mimicked Alzheimer’s-type dementia in retrospective autopsy studies. LATE is distinguished from frontotemporal lobar degeneration with TDP-43 pathology based on its epidemiology (LATE generally affects older subjects), and relatively restricted neuroanatomical distribution of TDP-43 proteinopathy. In community-based autopsy cohorts, ∼25% of brains had sufficient burden of LATE-NC to be associated with discernible cognitive impairment. Many …

Epidemiology Of Characteristics And Risk Factors For Overweight In Cats Visiting An Animal Hospital In Bangkok, Thailand, Vachira Hunprasit, Chaiyot Tanrattana, Siwaporn Pengpis

The Thai Journal of Veterinary Medicine

A cross-sectional study aimed to estimate the prevalence and to investigate the characteristics of overweight/obese cats visiting an animal hospital in Bangkok, Thailand. Electronic medical records of feline patient visiting the Small Animal Teaching Hospital, Chulalongkorn University between January 1, 2017 and December 31, 2017 were reviewed. The cat’s information included age, breed, sex, neutering status and body condition score. Associated demographic factors and overweight/obesity using idealweight as a reference was performed by logistic regression. The prevalence of feline overweight/obesity was 8.1% (95%CI: 7.4% - 8.9%). From the multivariable logistic regression, age, sex, neutering status, breed and interaction of age …