A Study Of Heart Disease Diagnosis Using Machine Learning And Data Mining, Intisar Ahmed

Electronic Theses, Projects, and Dissertations

Heart disease is the leading cause of death for people around the world today. Diagnosis for various forms of heart disease can be detected with numerous medical tests, however, predicting heart disease without such tests is very difficult. Machine learning can help process medical big data and provide hidden knowledge which otherwise would not be possible with the naked eye. The aim of this project is to explore how machine learning algorithms can be used in predicting heart disease by building an optimized model. The research questions are; 1) What Machine learning algorithms are used in the diagnosis of heart …

Investigating The Pi3k/Akt/Atm Pathway, Telomeric Dna Damage, T Cell Death, And Crispr/Cas9-Mediated Gene Editing During Acute And Chronic Hiv Infection, Sushant Khanal

Electronic Theses and Dissertations

Human Immunodeficiency Virus (HIV) infection initiates major metabolic and cell- survival complications. Anti-retroviral therapy (ART) is the current approach to suppress active HIV replication to a level of undetected viral load, but it is not a curative approach. Newer and sophisticated gene editing technologies could indeed be a potent antiviral therapy to achieve a clinical sterilization/cure of HIV infection. Chronic HIV patients, even under a successful ART regimen, exhibit a low-grade inflammation, immune senescence, premature aging, telomeric DNA attrition, T cell apoptosis, and cellular homeostasis. In this dissertation, we investigated CD4 T cell homeostasis, degree of T cell apoptosis, an …

Factors Affecting Rates Of Neurodevelopmental Follow-Up In Infants With Congenital Heart Disease, Sonia Monteiro, Faridis Serrano, Danielle Guffey, Keila N Lopez, Estrella Mazarico De Thomas, Robert G Voigt, Lara Shekerdemian, Shaine A Morris

Faculty, Staff and Students Publications

BACKGROUND: Neurodevelopmental outcomes programs for children with congenital heart disease (CHD) support early identification and intervention for developmental impairments; however, not all eligible children attend such programs. The purpose of our study was to examine factors, including sociodemographic, associated with cardiac neurodevelopmental outcomes program attendance.

METHODS: Children with CHD born April 2013-April 2018 who underwent cardiac surgery before age 6 months were included. The primary outcome was at least one neurodevelopmental clinic visit, and secondary outcome was number of visits attended during the first two years of life. Predictor variables included maternal and infant characteristics, surgical data, geographic location of …

A New Chapter In An Evolving Pandemic: Successful Pediatric Liver Transplantation With Sars-Cov-2+ Donors, Matthew Benjamin Goss, Daniel Hao Bin Leung, Stephanie Marie Pouch, Flor M Munoz, Elizabeth Andrea Moulton, Tyler Malcolm Mccann Lambing, Sarah Koohmaraie, Nicolas Fernando Moreno, Christine A O'Mahony, John A Goss, Nhu Thao Nguyen Galván

Faculty, Staff and Students Publications

BACKGROUND: Amid a viral pandemic with poorly understood transmissibility and pathogenicity in the pediatric patient, we report the first pediatric liver transplants utilizing allografts from SARS-CoV-2+ donors.

METHODS: We describe the outcomes of two pediatric liver transplant recipients who received organs from SARS-CoV-2 nucleic acid test-positive (NAT+) donors. Data were obtained through the respective electronic medical record system and UNet DonorNet platform.

RESULTS: The first donor was a 3-year-old boy succumbing to head trauma. One of four nasopharyngeal (NP) swabs and 1 of 3 bronchoalveolar lavage (BAL) NAT tests demonstrated SARS-CoV-2 infection before organ procurement. The second donor was a …

Implementing Molecular Tuberculosis Diagnostic Methods In Limited-Resource And High-Burden Countries, Anca Vasiliu, Antonia Morita Iswari Saktiawati, Raquel Duarte, Christoph Lange, Daniela Maria Cirillo

Faculty, Staff and Students Publications

Tuberculosis (TB) is one of the deadliest infectious diseases in the world with more than a million people dying of TB each year. Accurate and timely TB diagnosis has the potential to alleviate the global TB burden; therefore, one of the pillars of the End TB Strategy developed by the World Health Organization (WHO) is the early diagnosis of TB, including universal drug-susceptibility testing (DST). The WHO emphasises the importance of DST before treatment initiation, using molecular WHO-recommended rapid diagnostic tests (mWRDs). Currently available mWRDs are nucleic acid amplification tests, line probe assays, whole genome sequencing, and targeted next-generation sequencing. …

Risk Factors And Prognostic Significance Of Anemia In Children With Hiv Infection On Antiretroviral Therapy, Joseph Lubega, Amanda Grimes, Gladstone Airewele, Shaun Bulsara, Taylor Olmsted Kim, Heather Haq, Erin Peckham-Gregory, Sebastian R Wanless, Peter Elyanu, Philippa Musoke, Mwita Lumumba, Adeodata Kekitiinwa, Mogomotsi Matshaba, Jenny Despotovic, Michael Scheurer

Faculty, Staff and Students Publications

OBJECTIVES: To establish the incidence, risk factors and prognostic effect of anemia in children living with HIV (CLWH).

DESIGN: Retrospective nested case-control study of patients 0-18 years in five centers in sub-Saharan Africa, 2004-2014.

METHODS: Incident cases of anemia were identified from electronic records and matched with CLWH without anemia. We calculated the incidence density of anemia and used conditional logistic regression to evaluate its association with risk factors, stratified by severity and type of anemia. We used a Cox proportional hazards model to evaluate the impact of anemia on survival.

RESULTS: Two thousand, one hundred and thirty-seven children were …

Association Between Cause Of Kidney Failure And Fracture Incidence In A National Us Dialysis Population Cohort Study, Susan Ziolkowski, Sai Liu, Maria E Montez-Rath, Michelle Denburg, Wolfgang C Winkelmayer, Glenn M Chertow, Michelle M O'Shaughnessy

Faculty, Staff and Students Publications

Background: Bradycardia and asystole events are common among patients treated with maintenance hemodialysis. However, triggers of these events in patients on maintenance hemodialysis (HD), particularly during the long interdialytic period when these events cluster, are uncertain.

Methods: The Monitoring in Dialysis Study (MiD) enrolled 66 patients on maintenance HD who were implanted with loop recorders and followed for 6 months. We analyzed associations of predialysis laboratory values with clinically significant bradyarrhythmia or asystole (CSBA) during the 12 hours before an HD session. Associations with CSBA were analyzed with mixed-effect models. Adjusted negative binomial mixed-effect regression was used to estimate incidence …

Early Phase Trial Of Intracystic Injection Of Large Surface Area Microparticle Paclitaxel For Treatment Of Mucinous Pancreatic Cysts, Mohamed Othman, Kalpesh Patel, Somashekar G Krishna, Antonio Mendoza-Ladd, Shelagh Verco, Wasif Abidi, James Verco, Alison Wendt, Gere Dizerega

Faculty, Staff and Students Publications

Background and study aims  Mucinous pancreatic cystic lesions (PCLs) have the potential for malignant transformation, for which the only accepted curative modality is surgery. A novel intracystic therapy with large surface area microparticle paclitaxel (LSAM-PTX) may treat PCLs without local or systemic toxicities. Safety and preliminary efficacy of LSAM-PTX for the treatment of PCLs administered by endoscopic ultrasound-guided fine-needle injection (EUS-FNI) was evaluated.

Patients and methods  Ten subjects with confirmed PCLs (size > 1.5 cm) received intracystic LSAM-PTX via EUS-FNI at volumes equal to those aspirated from the cyst in sequential cohorts at 6, 10, and 15 mg/mL in a standard …

Simultaneous Use Of Endobronchial And Endoscopic Ultrasound Guidance As Primary Tools In The Diagnosis Of Malignant Pleural Mesothelioma, Babith Mankidy, Jordan Sparkman, Shreyes Boddu, Quillann Huang, Munish Sharma

Faculty, Staff and Students Publications

Malignant pleural mesothelioma (MPM) is related to exposure to asbestos. It is insidious in nature and is generally diagnosed at an advanced stage. MPM is aggressive and portends a poor prognosis. Definitive diagnosis is usually established by obtaining pathological samples of the pleura by medical or surgical thoracoscopy. However, these procedures are invasive and carry a risk of seeding of biopsy sites with tumors. We herein report an infrequently encountered case of simultaneous use of endobronchial ultrasound and endoscopic ultrasound-guided biopsy of malignant pleural mesothelioma in a 48-year-old female patient.

Distinctive Kidney Function Trajectories Following Left Ventricular Assist Device Implantation, Carl P Walther, Julia S Benoit, Harveen K Lamba, Andrew B Civitello, Kevin F Erickson, Nandan K Mondal, Kenneth K Liao, Sankar D Navaneethan

Faculty, Staff and Students Publications

BACKGROUND: The aim of this study was to assess for distinct kidney function trajectories following left ventricular assist device (LVAD) placement. Cohort studies of LVAD recipients demonstrate that kidney function tends to increase early after LVAD placement, followed by decline and limited sustained improvement. Inter-individual differences in kidney function response may be obscured.

METHODS: We identified continuous flow LVAD implantations in US adults (2016-2017) from INTERMACS (Interagency Registry for Mechanically Assisted Circulatory Support). Primary outcomes were estimated glomerular filtration rate (eGFR) trajectories pre-implantation to ∼12 months. Latent class mixed models were applied to primary and validation samples. Clinical differences among …

Patient And Clinician Perceptions Of Precision Cardiology Care: Findings From The Heartcare Study, Hadley Stevens Smith, Clarissa E Sanchez, Ronald Maag, Alexandria Buentello, David R Murdock, Ginger A Metcalf, Trevor D Hadley, Daniel L Riconda, Eric Boerwinkle, Xander H T Wehrens, Christie M Ballantyne, Richard A Gibbs, Amy L Mcguire, Stacey Pereira

Faculty, Staff and Students Publications

BACKGROUND: Routine genome-wide screening for cardiovascular disease risk may inform clinical decision-making. However, little is known about whether clinicians and patients would find such testing useful or acceptable within the context of a genomics-enabled learning health system.

METHODS: We conducted surveys with patients and their clinicians who were participating in the HeartCare Study, a precision cardiology care project that returned results from a next-generation sequencing panel of 158 genes associated with cardiovascular disease risk. Six weeks after return of results, we assessed patients' and clinicians' perceived utility and disutility of HeartCare, the effect of the test on clinical recommendations, and …

Analysis Of Genome-Wide Knockout Mouse Database Identifies Candidate Ciliopathy Genes, Kendall Higgins, Bret A Moore, Zorana Berberovic, Hibret A Adissu, Mohammad Eskandarian, Ann M Flenniken, Andy Shao, Denise M Imai, Dave Clary, Louise Lanoue, Susan Newbigging, Lauryl M J Nutter, David J Adams, Fatima Bosch, Robert E Braun, Steve D M Brown, Mary E Dickinson, Michael Dobbie, Paul Flicek, Xiang Gao, Sanjeev Galande, Anne Grobler, Jason D Heaney, Yann Herault, Martin Hrabe De Angelis, Hsian-Jean Genie Chin, Fabio Mammano, Chuan Qin, Toshihiko Shiroishi, Radislav Sedlacek, J-K Seong, Ying Xu, Impc Consortium, K C Kent Lloyd, Colin Mckerlie, Ala Moshiri

Faculty, Staff and Students Publications

We searched a database of single-gene knockout (KO) mice produced by the International Mouse Phenotyping Consortium (IMPC) to identify candidate ciliopathy genes. We first screened for phenotypes in mouse lines with both ocular and renal or reproductive trait abnormalities. The STRING protein interaction tool was used to identify interactions between known cilia gene products and those encoded by the genes in individual knockout mouse strains in order to generate a list of "candidate ciliopathy genes." From this list, 32 genes encoded proteins predicted to interact with known ciliopathy proteins. Of these, 25 had no previously described roles in ciliary pathobiology. …

Abnormalities In Cardiac And Inflammatory Biomarkers In Ambulatory Subjects After Covid-19 Infection, Joshua A Keefe, Vasanthi Avadhanula, Erin G Nicholson, Sridevi Devaraj, Pedro A Piedra, Biykem Bozkurt, Xander H T Wehrens

Faculty, Staff and Students Publications

BACKGROUND: Coronavirus-2019 (COVID-19) is known to affect the heart and is associated with a pro-inflammatory state. Most studies to date have focused on clinically sick subjects. Here, we report cardiac and proinflammatory biomarkers levels in ambulatory young adults with asymptomatic or mild COVID-19 infection compared to those without infection 4-8 weeks after severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) testing.

METHODS: 131 asymptomatic or mildly symptomatic subjects were enrolled following testing for SARS-COV-2. Fifty subjects tested negative, and 81 subjects tested positive. Serum samples were collected for measurement of C-reactive protein, ferritin, interleukin-6, NT-pro-B-type natriuretic peptide, and cardiac troponin 28-55 …

Comparative Effectiveness Of Surveillance Colonoscopy Intervals On Colorectal Cancer Outcomes In A National Cohort Of Patients With Inflammatory Bowel Disease, Hyun-Seok Kim, Ruben Hernaez, Shubhada Sansgiry, Akbar K Waljee, Frank I Scott, James D Lewis, Hashem B El-Serag, Jason K Hou

Faculty, Staff and Students Publications

BACKGROUND & AIMS: Surveillance colonoscopy is recommended to reduce colorectal cancer (CRC)-related morbidity and mortality in patients with inflammatory bowel disease (IBD). The comparative effectiveness of varying colonoscopy intervals on CRC outcomes among patients with IBD is unknown.

METHODS: We performed a retrospective cohort study of patients with confirmed CRC within a cohort of 77,824 patients with IBD during 2000 to 2015 in the National Veterans Health Administration. We examined the association between colonoscopy surveillance intervals on CRC stage, treatment, or all-cause and cancer-specific mortality. The interval of colonoscopy prior to CRC diagnosis was categorized as those performed within <1 >year, …

The Impact Of Volatile Organic Compound Exposure On Subclinical Biomarkers Of Cardiovascular Injury., Breandon Taylor

Electronic Theses and Dissertations

Pollution has been identified as the leading environmental cause of non-communicable disease and premature deaths globally. Volatile organic compounds (VOCs) are gaseous chemical constituents of pollution derived from a variety of sources, including industrial solvents and byproducts, automobile exhaust, tobacco smoke, cleaning supplies, and personal care products. VOCs are also abundant at various Superfund and Hazardous Waste Sites. Emerging data suggest that VOC exposure is associated with several adverse health outcomes, including cardiovascular disease (CVD). VOCs and their metabolites can potentially damage the endothelial lining of blood vessels, resulting in perturbed vascular function and vascular inflammation. We hypothesize that VOC …

Defining The Impact Of Clinically Modeled Hindlimb Stretching, Exercise, & Inactivity On Functional Recovery After Spinal Cord Injury., Greta Cesarz

Electronic Theses and Dissertations

Spinal cord injury (SCI) is a devastating, life altering event that affects approximately 282,000 Americans. The most obvious side effect of SCI is paralysis due to damage to the spinal cord that disrupts ascending and descending pathways as well as central pattern generating circuitry. In addition to paralysis, patients suffer from other debilitating side effects including altered cardiovascular function, autonomic dysreflexia, neuropathic pain, spasticity, and contractures. In contrast to humans, rodents display spontaneous locomotor recovery following incomplete SCI due to in-cage activity/training. Previously, our laboratory has studied the effect of lack of in-cage training by utilizing custom designed rodent wheelchairs. …

Characterizing The Cutaneous Microbiome Of Eurycea Lucifuga As A Potential Defense Against Chytridiomycosis, Madeline Key

Senior Honors Theses

Chytridiomycosis is an emerging infectious disease that is significantly reducing global amphibian populations. The disease is caused by Batrachochytrium dendrobatidis (Bd), a fungus that lethally modifies amphibian skin. Recent research has suggested that the cutaneous microbiome of individual amphibians may play a role in susceptibility to the pathogen. In this study, twelve cave salamanders (Eurycea lucifuga) were collected. Cutaneous bacteria from each salamander were isolated and identified using Sanger Sequencing. Additionally, a Bd-challenge assay was performed to determine each isolate’s antifungal activity. Results indicated many microbial isolates possessed inhibitory capabilities against Bd, which may …

Weekly Telehealth Weigh-In For Bmi Reduction, Kelly Ahmad

Student Scholarly Projects

Practice Problem: The citizens of the United States are known for being overweight or obese. The Centers for Disease Control and Prevention (CDC, 2021) reported that approximately 74% of adults are either overweight or obese. PICOT: The PICOT question that guided this project was In overweight adults (P), does telemonitoring weekly for counseling and weigh-in (I) compared to current practice (C) decrease BMI over an 8-week period of time (T)? Evidence: The citizens of the United States are known for being overweight or obese. The Centers for Disease Control and Prevention (CDC, 2021) reported that approximately 74% of …

Increasing The Prescribing Of Pre-Exposure Prophylaxis (Prep) With A Pre-Exposure Prophylaxis Screening Tool, Cassey Hall

Student Scholarly Projects

Practice Problem: Human Immunodeficiency Virus (HIV) is one of the leading pandemics in the world. In 2019, 38 million people were living with HIV around the world. Of those, roughly 87% were aware of their HIV status.

PICOT: In patients with high risk for HIV, how does implementing a pre-exposure (PrEP) screening tool compared to randomly screening for pre-exposure prophylaxis (PrEP) affect the prescribing of pre-exposure prophylaxis (PrEP) within eight weeks?

Evidence: In 2015, the World Health Organization (WHO) recommended PrEP for the prevention of HIV in high-risk individuals. The patients include men who have sex with …

Identification Of A Novel Large Multigene Deletion And A Frameshift Indel In Pde6b As The Underlying Cause Of Early-Onset Recessive Rod-Cone Degeneration, Riccardo Sangermano, Pooja Biswas, Lori S Sullivan, Emily M Place, Shyamanga Borooah, Juerg Straubhaar, Eric A Pierce, Stephen P Daiger, Kinga M Bujakowska, Radha Ayaggari

Faculty, Staff and Student Publications

A family, with two affected identical twins with early-onset recessive inherited retinal degeneration, was analyzed to determine the underlying genetic cause of pathology. Exome sequencing revealed a rare and previously reported causative variant (c.1923_1969delinsTCTGGG; p.Asn643Glyfs*29) in the

Infrastructure Development For Personalized Risk Prediction To Reduce Cardiovascular Disease In Childhood Cancer Survivors, Suman Shrestha

Dissertations and Theses (Open Access)

Although childhood cancer survivors have lengthy life expectancies, they run the risk of experiencing long-term health issues as a result of their treatment. The most frequent non-cancerous cause of morbidity and mortality for these survivors is cardiac disease. Radiation therapy (RT) has been linked in numerous cohort studies to a higher chance of developing a late cardiac disease in these survivors, and this risk rises with higher mean heart doses and increased RT exposure to larger cardiac volumes. Since, the heart is a heterogeneous organ made up of several distinct substructures, RT dose received by the entire heart does not …

Risk-Factor Induced Changes In The Breast Microenvironment Facilitate Inflammatory Breast Cancer Progression And Lymphovascular Invasion, Wintana Balema, Wintana Balema

Dissertations and Theses (Open Access)

Inflammatory breast cancer (IBC) is a rapidly progressing, rare and highly lethal form of breast cancer. IBC is a clinical diagnosis, requiring >1/3 involvement on the affected breast and/or skin by erythema, and disease onset of < 6 months. The clinical symptoms of IBC vary in severity and presentation, these include redness, warmth, skin thickening and bruised or pink/purple discoloration appearance and skin changes such as peau d’orange. These skin symptoms are not attributed to inflammation, rather IBC is characterized by florid lymphovascular tumor emboli clogging dermal lymphatics. This leads to “classic” symptoms of breast swelling and skin edema or discoloration. To date, unique genomic drivers which differentiate IBC from non-IBC invasive breast cancers have not been identified highlighting a role for the microenvironment. Several epidemiological studies have unveiled subtype-specific risk factors associated with IBC that are known to alter the microenvironment. Obesity is an established risk factor for all subtypes of IBC. Never-breastfeeding increases risk for developing the most aggressive, triple-negative IBC. Further, never breastfeeding is associated with later clinical stage and worse outcomes. We worked to model these overlapping risk factors to understand microenvironment changes that may lead to the lymphatic change’s indicative of IBC.

First, we investigated the association of a “classic” triad of clinical IBC signs with overall survival among patients to demonstrate the most overt clinical findings of lymphatic involvement were impacting prognosis. We evaluated a triad of IBC signs, including swollen involved breast, nipple change, and diffuse skin change, using breast medical photographs from patients enrolled on a prospective IBC registry. We reported that the …

Ankyrin Dependent Mitochondrial Function And Bioenergetics In The Heart, Janani Subramaniam, Janani Subramaniam

Dissertations and Theses (Open Access)

ANK2 mutations in patients are associated with numerous arrhythmias, cardiomyopathies, and other heart defects. In the heart, AnkB, the protein encoded by ANK2, clusters relevant ion channels and cell adhesion molecules in several important domains; however, its role at Mitochondria Associated ER/SR Membranes (MAMs) has yet to be investigated. MAMs are crucial to mitochondrial function and metabolism and are signaling hubs implicated in various cardiac pathologies. Among several functions, these sites mediate the direct transfer of calcium from the ER/SR to the mitochondria to modulate ATP synthesis. Given that mitochondrial function and energy production are paramount to cardiovascular heath, …

A Qualitative Investigation Of The Barriers And Facilitators To Hepatitis C Virus (Hcv) Screening Among Individuals Experiencing Homelessness In Houston, Texas, Alane Celeste-Villalvir, J Michael Wilkerson, Christine Markham, Lourdes Rodriguez, Vanessa Schick

Faculty, Staff and Student Publications

BACKGROUND: Individuals experiencing homelessness may be at a higher risk for hepatitis C infection because many are vulnerable to risk factors related to HCV. Screening is the very first step in the HCV care continuum, but it remains unclear how to improve HCV screening among this hard-to-reach population. Thus, the present study investigated the barriers and facilitators to HCV screening from the perspective of individuals experiencing homelessness within a non-residential social service setting.

METHODS: Individuals experiencing homelessness (aged 18+) were approached while they were seeking services at two community-based organizations in Houston, Texas, during August 2020. Participants (

RESULTS: Participants …

Data-Driven Biomarker Panel Discovery In Ovarian Cancer Using Heterogenous Data Fusion On Exosomal And Non-Exosomal Microrna Expression Data, Paritra Mandal

All Dissertations

Ovarian cancer (OC) is an aggressive gynecological cancer and is currently the 5th leading cause of deaths due to cancer in women. High mortality rates are attributable to the vague pathogenesis and asymptomatic nature of the early stages. The development of a liquid biopsy for routine OC screening could help identify the disease at an earlier stage, making treatments more likely to be effective thereby increasing survival rates. Exosomes, small (~100nm) extracellular vesicles present in body fluids, have been shown to contain cancer-progression, onset, and related factors, making them good candidates for use in liquid biopsies. However, to date, only …

Highly Adherent Antimicrobial Coatings For Orthopedic Implants, Mikhail Bredikhin

All Dissertations

Fracture-related infections (FRIs) are the most devasting sort of complications associated with fracture fixation devices, as they lead to patients’ morbidity, prolonged hospitalization, amputations, and even death.External fixators additionally suffer from pin site infections (PSIs), which initiate at the skin entry points of the skin-metallic pin interface present in the external fixation of the damaged bones, often causing deep tissue infection and osteomyelitis. Small percutaneous pins, commonly known as Kirschner wires (K-wires), are used to treat complex fractures and deformities.They are drilled inside the diseased bone for the healing period and are left protruding outside the skin for fixation adjustments …

Differential Impacts Of Hhv-6a Versus Hhv-6b Infection In Differentiated Human Neural Stem Cells, Elham Bahramian

Graduate Theses and Dissertations

Within the family Herpesviridae, sub-family β-herpesvirinae, and genus Roseolovirus, there areonly three human herpesviruses that have been described: HHV-6A, HHV-6B, and HHV-7. Initially, HHV-6A and HHV-6B were considered as two variants of the same virus (i.e., HHV6). Despite high overall genetic sequence identity (~90%), HHV-6A and HHV-6B are now recognized as two distinct viruses. Sequence divergence (e.g., >30%) in key coding regions and significant differences in physiological and biochemical profiles (e.g., use of different receptors for viral entry) underscores the conclusion that HHV-6A and HHV-6B are distinct viruses of the β-herpesvirinae. Despite these viruses being implicated as causative agents in …

Species Data And Vector Modeling: Evaluating Datasets For Improved Models Of Ixodes Ricinus Tick Distribution In Europe Under A Changing Climate, Steven Jones

Electronic Theses and Dissertations

To increase capacity for monitoring and surveillance of tick-borne diseases, publicly available tick distribution and climate change datasets are required to create accurate predictive distribution models. It is difficult, however, to assess model accuracy and utility when using incomplete datasets.  The more recent development of comprehensive tick databases for Europe and availability of climate change scenarios from multiple IPCC Assessment Reports allows for improved modeling efforts. Multiple tick datasets were combined and three climate change projections were compared by predicting current and future distributions of Ixodes ricinus ticks in Europe using the MaxEnt species distribution model. Overall, much of Europe …

Cost Utility Of Supporting Family-Based Care To Prevent Hiv And Deaths Among Orphaned And Separated Children In East Africa: A Markov Model–Based Simulation, Marta Wilson-Barthes, Paula Braitstein, Allison Delong, David Ayuku, Lukoye Atwoli, Edwin Sang, Omar Galárraga

Internal Medicine, East Africa

Purpose: Strengthening family-based care is a key policy response to the more than 15 million orphaned and separated children who have lost 1 or both parents in sub-Saharan Africa. This analysis estimated the cost-effectiveness of family-based care environments for preventing HIV and death in this population.

Design: We developed a time-homogeneous Markov model to simulate the incremental cost per disability-adjusted life year (DALY) averted by supporting family-based environments caring for orphaned and separated children in western Kenya. Model parameters were based on data from the longitudinal OSCAR’s Health and Well-Being Project and published literature. We used a societal perspective, …

Seeing The Big Picture: System Architecture Trends In Endoscopy And Led-Based Hyperspectral Subsystem Intergration, Craig M. Browning

Graduate Theses and Dissertations (2019 - present)

Early-stage colorectal lesions remain difficult to detect. Early development of neoplasia tends to be small (less than 10 mm) and flat and difficult to distinguish from surrounding mucosa. Additionally, optical diagnosis of neoplasia as benign or malignant is problematic. Low rates of detection of these lesions allow for continued growth in the colorectum and increased risk of cancer formation. Therefore, it is crucial to detect neoplasia and other non-neoplastic lesions to determine risk and guide future treatment. Technology for detection needs to enhance contrast of subtle tissue differences in the colorectum and track multiple biomarkers simultaneously. This work implements one …