Digital Commons Network^™

Sequential Data Modeling Of Influenza A Via Traditional, Dwt-Gpr Hybrid, And Deep Learning Architectures, Edmund Fosu Agyemang

Theses and Dissertations

Influenza A is responsible for 290,000 to 650,000 respiratory deaths a year, though this estimate is an improvement from years past due to improved sanitation, healthcare practices, and vaccination programs. In this study, we perform a comparative analysis of traditional, deep-learning and discrete wavelet (DWT)-Gaussian Process (GP) hybrid models to predict Influenza A outbreaks. Using historical data from January 2009 to December 2023, we compared the performance of traditional ARIMA and ETS models, four variants of DWT-GPR models and six distinct deep learning architectures: Simple RNN, LSTM, GRU, BiLSTM, BiGRU and Transformer. The results reveal a clear superiority of all …

Contributions Of Citizen Science Data To Butterflies Of The Lower Rio Grande Valley, Akane Jazmyn Benitez

Theses and Dissertations

Citizen science-provided insect data inherently exhibits variability in accuracy. In the Lower Rio Grande Valley (LRGV), butterfly occurrence reporting is predominantly reliant on citizen science contributions. My research compared fieldwork conducted monthly over a year to occurrence records submitted by visitors at the National Butterfly Center and in Mission, Hidalgo County, Texas. I hypothesized that butterfly occurrences at the Center would be maximized during the fall and minimized during winter and summer months. My research findings revealed that butterfly taxa richness is contingent upon the following factors: 1) the impact of citizen science submitting reports, and 2) monthly butterfly activity …

Oxytocin As A Possible Vegf Inhibitor For Treatment Of Diabetic Retinopathy, Daira Yepez

Theses and Dissertations

Diabetic retinopathy (DR) is a major complication of diabetes and a leading cause of vision loss largely driven by the overexpression of vascular endothelial growth factor (VEGF), which promotes neovascularization and vascular permeability in the retina. Current treatments, primarily anti-VEGF injections, inhibit the effects of VEGF once it has been secreted but can be ineffective in a certain subset of patients. Recent studies suggest that oxytocin (OXT), a neuropeptide mainly known for its roles in reproduction and social bonding, may downregulate VEGF expression. This study aimed to investigate whether OXT influences VEGF secretion in the human retinal pigment epithelial (RPE) …

Returning To Nature: A Virtue-Based Approach To Urban Sustainability, Liam A. L. Cormack

Cities and the Environment (CATE)

This paper advocates for a pragmatic and virtue-ethics-based approach to urban sustainability initiatives that prioritizes the consideration of moral responsibility. Looking at literature on rewilding, this paper argues that the principle of ecophronesis, and the larger discipline of ecopracticology, offers a compelling framework for integrating diverse opinions on the future of conservation from different disciplines and ecological stakeholders. Ultimately, an ecophronetic approach to urban sustainability initiatives facilitates a sense of conceptual rewilding that disregards the nature-culture dualism paradigm limiting Western environmental thought and may help address the perceived alienation from nature characterized by nature-deficit disorder.

Profile Of Trna-Derived Short Non-Coding Rnas During Monocyte Differentiation And Their Role In Macrophage Survival, Anahita Jayaram, Sanjeev Galande, Soroush Sharbati, Deepak A. Deshpande, Phd, Kamlesh Pawar

Center for Translational Medicine Faculty Papers

Monocytes, a type of leukocytes, are key players in immune responses, transitioning to macrophages at infection sites. Differentiation, which is crucial for macrophage survival and resistance to apoptosis, is a tightly regulated process. Based on our earlier findings implicating the 5'-fragment of tRNAHisGUG (5'-HisGUG) in macrophage biology, we specifically focused on these fragments to investigate its regulation during monocyte-to-macrophage differentiation and its role in macrophage survival. We performed small RNA sequencing during monocyte-to-macrophage differentiation using THP-1 cells and identified 5'-HisGUG as a prominently regulated tDR. Notably, transfection of 5'-HisGUG in macrophages decreased survival under apoptotic stress. We propose that 5'-HisGUG …

The Evidential Problem Of Evil And The Aesthetics Of Surprise, James S. Spiegel

Faith and Philosophy: Journal of the Society of Christian Philosophers

No abstract provided.

The Impact Of Utilizing Injectable Platelet-Rich Fibrin And Collagen Plugs For Maintaining The Tooth Extraction Socket: A Review Study, Esraa Hameed Hassan, Ali H. Abbas Alhussaini

Al-Esraa University College Journal for Medical Sciences

Tooth extraction initiates a cascade of biological changes that result in alveolar bone resorption, compromising both the esthetic and functional outcomes of future dental rehabilitations, particularly implant placement. Socket preservation strategies have emerged as crucial interventions aimed at minimizing post-extraction ridge collapse. This review explores the synergistic effects of injectable platelet-rich fibrin (I-PRF) and collagen plugs in enhancing socket preservation outcomes. Collagen plugs serve as biocompatible scaffolds, promoting hemostasis, cellular migration, and angiogenesis, while supporting soft tissue healing and bone regeneration. Concurrently, I-PRF-an autologous, growth factor-rich biomaterial-provides a dynamic reservoir of platelets, leukocytes, and key cytokines such as Platelet-Derived Growth …

Coexisting Peacefully, Haylee M. Kubat

Digressions: Literary & Art Journal

Artist Statement

"My piece shows the fluidity of how animals can have a symbiotic relationship in the wild to survive. With the red panda and snow leopard becoming mutuals to survive, their bond grows stronger than what humans could ever have."

Full Issue

Digressions: Literary & Art Journal

No abstract provided.

Getting Poked (Lovingly) With A Stick: A Study Of Parental Involvement During First-Year Students’ College Transitions, Mary Ellis Glymph

Theses and Dissertations

In recent years, some higher education professionals have observed an increase in parental involvement in the lives of their students during their transition to college. While involved parents are sometimes referred to as “helicopter parents,” this new generation of parents often fits more into the label of “snowplow parents” or “lawnmower parents.” This sort of over-involvement impacts students’ personal and academic development far beyond high school graduation; during college, students can struggle to adjust to new levels of academic rigor, but they can also struggle with self-confidence and internal motivation due to their lack of experience with addressing their own …

Spatio-Temporal Modeling & Goodness Of Fit Testing For Ecological Fire Data, Jedidiah Olof Lindborg

Theses and Dissertations

An analysis of fire data sets resulting from controlled burns was performed. Spatio-temporal models were applied to the data sets to determine which covariates are significant in predicting fire temperature. The data sets were censored and only contain temperatures above 300C, due to a limitation in the measuring device. To handle the censoring, an extrapolation was used to reconstruct the temperatures below 300C. Models were created and run for a data set with the extrapolated temperatures and a data set with all censored temperatures removed. Several aspects of the model were evaluated, such as the chosen hyperparameters, the spatial covariance …

Legacy Nutrient Transport By Overland Sheet Flow, John E. Gilley, Ryan P. Mcgehee, Kenneth M. Wacha

Department of Agricultural and Biological Systems Engineering: Faculty Publications

The transport of phosphorus (P) and nitrogen (N) from sites containing varying quantities of legacy nutrients was evaluated in this investigation. The data that were examined were collected during four previously reported field hydrologic studies performed in eastern Nebraska. Additional flow was introduced to the top of the rainfall simulation plots to replicate runoff conditions occurring along a hillslope. It was observed that both P and N delivery were influenced by runoff rate on sites where beef cattle manure or inorganic fertilizer had been applied. Legacy nutrient delivery appeared to have been influenced by the quantity of nutrients released at …

Clearance Of Acute Bilateral Idiopathic Central Corneal Stromal Haze Likely Due To Topical Losartan, Karen Asfar, Jad F. Assaf, Jeremiah Gendy, Sadeer Hannush, Shady T. Awwad

Wills Eye Hospital Papers

To report the use of topical losartan as a potential treatment of acute bilateral central corneal stromal haze in a patient presenting with a syndrome resembling central toxic keratopathy (CTK).Patient and Clinical Findings:A 51-year-old man presented with clinically significant central corneal stromal haze bilaterally 6 days after a periorbital and facial contact dermatitis secondary to pesticide exposure. Uncorrected and corrected distance visual acuity (UDVA and CDVA) were 20/80 and 20/70 in the right eye, and 20/200- and 20/150+ in the left eye, respectively. After unsuccessful treatment with topical antivirals, antibiotics and corticosteroids, the patient started off-label treatment with topical losartan …

From Sparse Feedback To Sequential Decision-Making: Learning Safety Constraints With Weak Supervision, Siow Meng Low

Dissertations and Theses Collection (Open Access)

Real-world decision-making often involves safety constraints that are implicit, non-Markovian, or difficult to specify directly. Standard reinforcement learning (RL) approaches typically assume access to fully specified cost functions and constraint budgets—assumptions that limit their applicability in domains where such structure must instead be inferred from data. This dissertation develops a sequence of methods for learning safety-relevant structure from weak supervision, such as sparse binary feedback on trajectory segments, and using these signals to guide planning and policy optimization.

The first part of the dissertation introduces a sample-efficient method for planning in continuous Markov Decision Processes (MDPs) using deep reactive policies. …

The College, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

Student Life, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

Core-Designated Courses, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

Faculty Handbook Supplement For Nursing Faculty, Saint Mary's College Of California

Faculty Handbook

No abstract provided.

1. Mission, History, General Organization And Governance Of Saint Mary’S College, Saint Mary's College Of California

Faculty Handbook

No abstract provided.

Majors, Minors, And Certificates, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

2025-2026 Academic Catalog, Saint Mary's College Of California

Undergraduate Academic Catalog

No abstract provided.

Complete Handbook, Saint Mary's College Of California

Faculty Handbook

No abstract provided.

Practicing Dentistry In The Age Of Periodontal Risk Management, Roger N. Warren D.D.S., Liana Umbrio D.D.S., Leena Palomo D.D.S., M.S.D.

The New York State Dental Journal

Purpose of review: To provide clinicians with knowledge of periodontal risk assessment that can be applied chairside effortlessly.

Recent findings: Detecting periodontal risk factors early may reduce the morbidity of oral and systemic diseases, as oral and systemic health can have a bidirectional relationship.

Summary: Dental professionals are equipped with evidence-based risk factors to predict and prevent the progression of periodontal disease. Implementing chairside risk assessment allows for prevention and early intervention, potentially reducing healthcare costs and promoting simpler solutions in an unpredictable economy.

A Combined Gis-Mcdm Approach To Site Selection Of Temporary Shelter: A Case Study In Dahab, Egypt, Nabil M. Abdelaziz, Khalid A. Eldrandaly, Amira M. Fawzy, Gehan A. Fouad, Safa Al-Saeed

Neutrosophic Sets and Systems

No abstract provided.

Topsis Method-Based Decision-Making Model For Bipolar Quadripartitioned Neutrosophic Environment, G. Muhiuddin, Mohamed E. Elnair, Satham Hussain S, Durga Nagarajan

Neutrosophic Sets and Systems

No abstract provided.

Weighted Indetermsoft Set For Prioritized Decision-Making With Indeterminacy And Its Application To Green Competitiveness Evaluation In Equipment Manufacturing Enterprises, Wei Wei, Pingting Peng

Neutrosophic Sets and Systems

No abstract provided.

A Brief Guide To Statistical Analysis Of Grouped Data In Preclinical Research, Colby J Vorland, Lilian Golzarri-Arroyo, David B Allison

Children’s Nutrition Research Center Staff Publications

Clustering and nesting (C&N) arise in many preclinical studies such as when animals are group-housed, share litters, or in cell culture. Ignoring C&N undermines the validity of analyses. We explain how C&N arise and valid designs and analyses.

The Diabetes Prevention Program And Its Outcomes Study: Niddk's Journey Into The Prevention Of Type 2 Diabetes And Its Public Health Impact, Jill P Crandall, Dana Dabelea, William C Knowler, David M Nathan, Marinella Temprosa, Dpp Research Group

Children’s Nutrition Research Center Staff Publications

The current-day epidemic of type 2 diabetes, largely driven by increased adiposity and reduced physical activity in the setting of genetic susceptibility, is a major public health challenge. The National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) presciently proposed the Diabetes Prevention Program (DPP), a multicenter randomized clinical trial, designed by investigators in conjunction with NIDDK staff and initiated in 1996. The primary goal of DPP was to determine whether an intensive lifestyle intervention (ILS) or metformin in comparison with placebo would reduce the development of diabetes in a high-risk population with prediabetes. After mean 2.8 years, ILS …

To Pause With A Cliffhanger Or A Temporary Closure? The Differential Impact Of Serial Versus Episodic Narratives On Children's Physical Activity Behaviors, Amy Shirong Lu, Melanie C Green, Caio Victor Sousa, Jungyun Hwang, I-Min Lee, Debbe Thompson, Tom Baranowski

Children’s Nutrition Research Center Staff Publications

Research has supported the effectiveness of narratives for promoting health behavior, but different narrative presentation formats (serial vs. episodic) have seldom been compared. Suspense theories suggest that serial narratives, which do not provide a full resolution at the end of an episode, may create higher motivation for continued engagement with a story. Forty-four 8 to 12-year-old children were randomly assigned to watch an animation series designed for an existing active video game in which the plot was delivered either continuously across multiple episodes (serial) or in multiple yet relatively independent self-contained episodes (episodic). Controlling for social desirability, children who watched …

Clinical Evaluation Of The Healgen Rapid Covid-19 Antigen Test As A Point-Of-Care Diagnostic Tool, Stephen A Young, Hua Zhang, Jose Rodriguez, David Mishkin, Ward Paine, Li Seyfried, Latisha Hargrove, Dennis L Broyles, Chermaen Lindberg, Anurag Purushothaman, Stacey House

2020-Current year OA Pubs

BACKGROUND: Development of readily available Rapid COVID-19 Antigen tests essential for promptly identifying SARS-CoV2 infection and preventing its spread.

METHODS: This study evaluated the clinical performance of the Healgen Rapid COVID-19 antigen test as a point-of-care diagnostic tool with 806 evaluable subjects who were within 6 days post-symptom onset. The results from the Healgen test were compared to the results from Emergency Use Authorization (EUA) approved SARS-CoV-2 RT-PCR tests.

RESULTS: Out of the 806 evaluable subjects, 140 tested positive and 640 tested negative for SARS-CoV-2 with the Healgen COVID-19 test, showing good agreement with the EUA RT-PCR results. There were …