Digital Commons Network^™

Oregon U.S. District Court Denies Preliminary Injunction To Former High School Track Coach Who Voiced Objections To Transgender Student’S Participation In A State Championship Meet, Arthur S. Leonard

Other Publications

No abstract provided.

Covid-19 Risk Assessment Among Vulnerable Small Business Owners In El Paso County, Texas, Sadie H Conway, Denise Vasquez, Kristina D Mena, Louis D Brown, Soyoung Kwon, Janelle Rios

Faculty, Staff and Student Publications

Background: Our objective was to deliver actionable, worksite-specific COVID-19 risk assessments and mitigation strategies tailored to vulnerable workers in one of the highest-risk areas in the US.

Methods: Four trained, bilingual (English/Spanish) community health workers (CHWs) recruited small businesses (ie, ≤20 employees) across various industries and executed novel on-site infectious disease risk assessment surveys of at least one employer and one employee.

Results: Of 102 participating businesses (95% Hispanic-owned), 96% were characterized as "high risk" or "very high risk" for disease transmission. All businesses reported implementing at least one practice to reduce disease transmission; however, almost half of businesses lacked …

Bivariate Genome-Wide Association Study Of Circulating Fibrinogen And C-Reactive Protein Levels, Julie Hahn, Gerard Temprano-Sagrera, Natalie R Hasbani, Symen Ligthart, Abbas Dehghan, Alisa S Wolberg, Nicholas L Smith, Maria Sabater-Lleal, Alanna C Morrison, Paul S De Vries

Faculty, Staff and Student Publications

Background: Fibrinogen and C-reactive protein (CRP) play an important role in inflammatory pathways and share multiple genetic loci reported in previously published genome-wide association studies (GWAS), highlighting their common genetic background. Leveraging the shared biology may identify further loci pleiotropically associated with both fibrinogen and CRP.

Objectives: To identify novel genetic variants that are pleiotropic and associated with both fibrinogen and CRP, by integrating both phenotypes in a bivariate GWAS by using a multitrait GWAS.

Methods: We performed a bivariate GWAS to identify further pleiotropic genetic loci, using summary statistics of previously published GWAS on fibrinogen (n = 120 246) …

The Association Between Care Integration And Care Quality, Micah B Aaron, Michaela Kerrissey, Zhanna Novikov, Maike V Tietschert, Adam Scherling, Hassina Bahadurzada, Russell S Phillips, Anna D Sinaiko, Sara J Singer

Faculty, Staff and Student Publications

Objective: The study aims to analyze the relationship between care integration and care quality, and to examine if the relationship varies by patient risk.

Data sources and study setting: The key independent variables used validated measures derived from a provider survey of functional (i.e., administrative and clinical systems) and social (i.e., patient integration, professional cooperation, professional coordination) integration. Survey responses represented data from a stratified sample of 59 practice sites from 17 health systems. Dependent variables included three quality measures constructed from patient-level Medicare data: colorectal cancer screening among patients at risk, patient-level 30-day readmission, and a practice-level Healthcare Effectiveness …

Identification Of Proteins Associated With Type 2 Diabetes Risk In Diverse Racial And Ethnic Populations, Shuai Liu, Jingjing Zhu, Hua Zhong, Chong Wu, Haoran Xue, Burcu F Darst, Xiuqing Guo, Peter Durda, Russell P Tracy, Yongmei Liu, W Craig Johnson, Kent D Taylor, Ani W Manichaikul, Mark O Goodarzi, Robert E Gerszten, Clary B Clish, Yii-Der Ida Chen, Heather Highland, Christopher A Haiman, Christopher R Gignoux, Leslie Lange, David V Conti, Laura M Raffield, Lynne Wilkens, Loïc Le Marchand, Kari E North, Kristin L Young, Ruth J Loos, Steve Buyske, Tara Matise, Ulrike Peters, Charles Kooperberg, Alexander P Reiner, Bing Yu, Eric Boerwinkle, Quan Sun, Mary R Rooney, Justin B Echouffo-Tcheugui, Martha L Daviglus, Qibin Qi, Nicholas Mancuso, Changwei Li, Youping Deng, Alisa Manning, James B Meigs, Stephen S Rich, Jerome I Rotter, Lang Wu

Faculty, Staff and Student Publications

Aims/hypothesis: Several studies have reported associations between specific proteins and type 2 diabetes risk in European populations. To better understand the role played by proteins in type 2 diabetes aetiology across diverse populations, we conducted a large proteome-wide association study using genetic instruments across four racial and ethnic groups: African; Asian; Hispanic/Latino; and European.

Methods: Genome and plasma proteome data from the Multi-Ethnic Study of Atherosclerosis (MESA) study involving 182 African, 69 Asian, 284 Hispanic/Latino and 409 European individuals residing in the USA were used to establish protein prediction models by using potentially associated cis- and trans-SNPs. The models were …

Perceived Stigma's Influence On The Association Between Suicide Risk Severity And Help-Seeking For Suicidal Crises, Donna Zastrow

Electronic Theses and Dissertations

Introduction: Unfortunately, research examining help-seeking for suicide is limited. This study examined age, race, gender, suicide risk severity, and perceived stigma as predictors of formal and informal help-seeking behaviors individuals engage in during suicidal crises, and explored perceived stigma as a moderator of the relationship between risk severity and help-seeking. Method: Data from 80 college students who had experienced a past suicidal crisis were analyzed using two moderation analyses. Results: Rates of formal (67.5%) and informal (86.2%) help-seeking were high in the study sample. Higher suicide risk severity was positively associated with formal help-seeking (b = …

December 2024, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

December is Healthy Eating Month

• Eating a variety of foods, including vegetables, fruits, and whole-grain products
• Eating lean meats, poultry, fish, beans, and low-fat dairy products
• Getting enough fiber
• Drinking lots of water
• Limiting salt, added sugars, alcohol, and saturated fat
• Making sure that you get enough nutrients, especially calcium, vitamin D, and potassium

Designing A Blockchain Technology Platform For Enhancing The Pre-Exposure Prophylaxis Care Continuum, Anjum Khurshid, Daniel Toshio Harrell, Dennis Li, Camden Hallmark, Ladd Hanson, Nishi Viswanathan, Michelle Carr, Armand Brown, Marlene Mcneese, Kayo Fujimoto

Faculty, Staff and Student Publications

OBJECTIVES: Pre-exposure prophylaxis (PrEP) is a key biomedical intervention for ending the HIV epidemic in the United States, but its uptake is impeded by systemic barriers, including fragmented workflows and ineffective data coordination. This study aims to design PrEPLinker, a blockchain-based, client-centered platform to enhance care to address these challenges by improving care coordination and enabling clients to securely manage their identity and PrEP-related data.

MATERIALS AND METHODS: Using Houston, Texas, as a use case, we conducted a needs assessment with PrEP collaborators to evaluate existing workflows and identify barriers in the PrEP care continuum. Based on these findings, we …

Association Of Common And Rare Variants With Alzheimer’S Disease In More Than 13,000 Diverse Individuals With Whole-Genome Sequencing From The Alzheimer’S Disease Sequencing Project, Wan-Ping Lee, Seung Hoan Choi, Margaret G Shea, Po-Liang Cheng, Beth A Dombroski, Achilleas N Pitsillides, Nancy L Heard-Costa, Hui Wang, Katia Bulekova, Amanda B Kuzma, Yuk Yee Leung, John J Farrell, Honghuang Lin, Brian W Kunkle, Adam Naj, Elizabeth E Blue, Frederick Nusetor, Dongyu Wang, Eric Boerwinkle, William S Bush, Xiaoling Zhang, Philip L De Jager, Josée Dupuis, Lindsay A Farrer, Myriam Fornage, Eden Martin, Margaret Pericak-Vance, Sudha Seshadri, Ellen M Wijsman, Li-San Wang, Alzheimer's Disease Sequencing Project;, Gerard D Schellenberg, Anita L Destefano, Jonathan L Haines, Gina M Peloso

Faculty, Staff and Student Publications

INTRODUCTION: Alzheimer's disease (AD) is a common disorder of the elderly that is both highly heritable and genetically heterogeneous.

METHODS: We investigated the association of AD with both common variants and aggregates of rare coding and non-coding variants in 13,371 individuals of diverse ancestry with whole genome sequencing (WGS) data.

RESULTS: Pooled-population analyses of all individuals identified genetic variants at apolipoprotein E (APOE) and BIN1 associated with AD (p < 5 × 10

DISCUSSION: We observed that complementary pooled-population and subgroup-specific analyses offered unique insights into the genetic architecture of AD.

HIGHLIGHTS: We determine the association of genetic variants with Alzheimer's disease (AD) using …

Effectiveness Of Enhanced Care For Treatment Of Acute Or Persistent Diarrhea In Malnourished Children Aged 0 Months To 10 Years: A Systematic Review, Ridwa Alam, Khadija Vadsaria, Ahmad Khan, Uswa Jiwani, Aqsa Ishaq, Anmol Minaz, Ashraf Sharif, Jai K. Das, Sajid Bashir Soofi, Shabina Ariff

Centre of Excellence in Women and Child Health

Background: Diarrhea poses a significant public health challenge, particularly affecting children under five. The link between malnutrition and diarrhea is well established, with diarrhea being a primary cause of malnutrition in young children and malnutrition exacerbating the severity of diarrhea. While the World Health Organization (WHO) recommends a comprehensive approach to both diarrhea and malnutrition management, including oral rehydration, continuous feeding, zinc supplementation, and antibiotics for specific strains, it does not adequately address the complex needs of malnourished children with diarrhea who may benefit from enhanced care in the form of follow-up and monitoring beyond initial treatment. We aimed to …

Relative Muscular Effort In The Older Adults During The Sit-To-Stand Task: Monitoring Neuromuscular Reserve And Movement Limitations, Nayun Ahn, Michael H. Haischer, Cara L. Lewis, Kristof Kipp

Exercise Science Faculty Research and Publications

Background

Due to lower maximum strength, older adults purportedly need to exert greater muscular effort to stand up from a chair. This study investigated joint-specific muscular effort during a sit-to-stand by calculating relative-muscular-effort and investigating differences between healthy older and young adults.

Methods

Fifteen older (age: 69.9 ± 3.5 years) and 15 young (age: 22.2 ± 2.6 years) adults performed five self-paced sit-to-stand trials. Kinematic and kinetic data were collected and used to calculate inverse dynamics net joint moment. Peak isometric knee and hip extensor torques were measured and used as inputs to regression models that predicted angle- and velocity-dependent …

A Graph Motif Adversarial Attack For Fault Detection In Power Distribution Systems, Dibaloke Chanda, Nasim Yahyasoltani

Computer Science Faculty Research and Publications

Fault detection is an integral part of the protection system in a power distribution network. Due to advanced computational capabilities, deep learning-based algorithms can significantly outperform traditional methods. However, these deep learning models are prone to adversarial attacks which are not well-addressed as traditional cyber attacks in distribution systems. More specifically, to capture the structure of distribution systems, graph neural networks (GNNs) are employed. Leveraging the backdoor attack model, we propose a novel graph-based adversarial attack algorithm for fault detection in power systems. It is further shown that the adaptable structure of GNN can make them vulnerable to adversarial attacks …

Equitable Community-Based Participatory Research Engagement With Communities Of Color Drives All Of Us Wisconsin Genomic Research Priorities, Sheikh Iqbal Ahamed, Praveen Madiraju

Computer Science Faculty Research and Publications

Objective

The NIH All of Us Research Program aims to advance personalized medicine by not only linking patient records, surveys, and genomic data but also engaging with participants, particularly from groups traditionally underrepresented in biomedical research (UBR). This study details how the dialogue between scientists and community members, including many from communities of color, shaped local research priorities.

Materials and Methods

We recruited area quantitative, basic, and clinical scientists as well as community members from our Community and Participant Advisory Boards with a predetermined interest in All of Us research as members of a Special Interest Group (SIG). An expert …

Behaviorism Literature Review On School Suspension And The School To Prison Pipeline, Joelle Tidwell

Curriculum and Instruction Undergraduate Honors Theses

An analysis of the current body of research about the school to prison pipeline demonstrates that exclusionary practices are indicators for which students will encounter the criminal justice system in their youth and adulthood. Moreover, exclusionary practices are associated with a variety of other negative outcomes such as poor mental health, poor physical health, and lower wages. This research demonstrates the need for exclusionary practices to be replaced with school-wide behavioral supports that will provide intervention and strategies for students that help keep them in the classroom instead of simply punishing them with isolation.

Vitamin D In Patients With Low Tumor-Burden Indolent Non-Hodgkin Lymphoma Treated With Rituximab Therapy (Ilyad): A Randomized, Phase 3 Clinical Trial, Jonathan W Friedberg, Michael T Brady, Myla Strawderman, Brad S Kahl, Izidore S Lossos, Jonathon B Cohen, Patrick M Reagan, Carla Casulo, Barbara L Averill, Andrea Baran, Grerk Sutamtewagul, Paul M Barr, John P Leonard, John M Ashton, John G Strang, Francisco Vega, Derick R Peterson, Loretta J Nastoupil

Faculty, Staff and Student Publications

Background: There is a significant association between low vitamin D levels at diagnosis of indolent B-cell lymphomas and inferior overall survival (OS). To determine whether supplemental vitamin D improves event-free survival (EFS) in these patients, we conducted a comparative double-blind study of vitamin D3 vs. placebo.

Methods: In this phase 3, randomized, double-blind, placebo-controlled trial, patients with low tumor burden follicular, marginal zone or small lymphocytic lymphoma, age 18 or older, with stage two or greater disease and no prior systemic treatment were enrolled at 7 academic cancer centers. Patients were stratified by histology and FLIPI (Follicular Lymphoma International Prognostic …

Antiangiogenic Therapy Combined With Immune Checkpoint Blockade In Urothelial Cancer: Systematic Review And Meta-Analysis, Mohammad Jad Moussa, Iuliia Kovalenko, Emanuele Crupi, Ekaterina Proskuriakova, Yimin Geng, Giuseppe Fallara, Raed Benkhadra, Daniele Raggi, Matthew T Campbell, Pavlos Msaouel, Omar Alhalabi

Faculty, Staff and Student Publications

Background: Antiangiogenic therapy had been tested in urothelial cancer (UC) without reaching the clinic.

Objective: We provide a systematic review and meta-analysis of trials to assess efficacy of immune checkpoint inhibitors (ICI) combined with antiangiogenic agents in UC.

Methods: Following PRISMA guidelines, we searched for trials with at least one arm of patients with UC treated with ICI plus antiangiogenics. Data were analyzed with the "meta" package from R using a one-staged frequentist meta-analysis.

Results: After screening 13,708 titles and abstracts, 9 studies were selected for analysis with 14 identified cohorts comprising 621 patients: 448 were ICI-naïve (ICI-N) and 173 …

Early-Stage Extranodal Nk/T-Cell Lymphoma, Nasal Type: A Role For Elective Nodal Irradiation?, Penny Fang, Sonal S Noticewala, Susan Y Wu, Jillian R Gunther, Ethan B Ludmir, L Jeffrey Medeiros, Paolo Strati, Ranjit Nair, Chijioke Nze, Loretta J Nastoupil, Sairah Ahmed, Luis Malpica Castillo, Luis Fayad, Jason Westin, Sattva Neelapu, Christopher Flowers, Auris Huen, Swaminathan P Iyer, Bouthaina Dabaja, Chelsea C Pinnix

Faculty, Staff and Student Publications

Purpose: Extranodal NK/T-cell lymphoma (ENKTCL) is rare in the Western Hemisphere and is commonly treated with combined modality therapy (CMT).

Methods and materials: We retrospectively reviewed 35 patients treated with Ann Arbor stage I/II ENKTCL between 1994 and 2015 at a large academic cancer center in the United States.

Results: With 11.6 years median follow-up, median overall survival and progression-free survival were 13.5 and 7.5 years, respectively. Eighteen (51%) patients experienced disease relapse, with 5 regional nodal relapses, of which 2 experienced combined regional and distant relapses. All 5 regional nodal relapses occurred exclusively among patients not treated with elective …

Low Intensity Mechanical Signals Promote Proliferation In A Cell-Specific Manner: Tailoring A Non-Drug Strategy To Enhance Biomanufacturing Yields, M Ete Chan, Christopher Ashdown, Lia Strait, Sishir Pasumarthy, Abdullah Hassan, Steven Crimarco, Chanpreet Singh, Vihitaben S Patel, Gabriel Pagnotti, Omor Khan, Gunes Uzer, Clinton T Rubin

Faculty, Staff and Student Publications

Biomanufacturing relies on living cells to produce biotechnology-based therapeutics, tissue engineering constructs, vaccines, and a vast range of agricultural and industrial products. With the escalating demand for these bio-based products, any process that could improve yields and shorten outcome timelines by accelerating cell proliferation would have a significant impact across the discipline. While these goals are primarily achieved using biological or chemical strategies, harnessing cell mechanosensitivity represents a promising - albeit less studied - physical pathway to promote bioprocessing endpoints, yet identifying which mechanical parameters influence cell activities has remained elusive. We tested the hypothesis that mechanical signals, delivered non-invasively …

Constructing Phylogenetic Trees For Microbiome Data Analysis: A Mini-Review, Ruitao Liu, Xi Qiao, Yushu Shi, Christine B Peterson, William S Bush, Fabio Cominelli, Ming Wang, Liangliang Zhang

Faculty, Staff and Student Publications

As next-generation sequencing technologies advance rapidly and the cost of metagenomic sequencing continues to decrease, researchers now face an unprecedented volume of microbiome data. This surge has stimulated the development of scalable microbiome data analysis methods and necessitated the incorporation of phylogenetic information into microbiome analysis for improved accuracy. Tools for constructing phylogenetic trees from 16S rRNA sequencing data are well-established, as the highly conserved regions of the 16S gene are limited, simplifying the identification of marker genes. In contrast, metagenomic and whole genome shotgun (WGS) sequencing involve sequencing from random fragments of the entire gene, making identification of consistent …

Healthcare Disparities, Screening, And Molecular Testing In The Changing Landscape Of Non-Small Cell Lung Cancer In The United States: A Review, Razelle Kurzrock, Aadel A Chaudhuri, David Feller-Kopman, Narjust Florez, Jed Gorden, Ignacio I Wistuba

Faculty, Staff and Student Publications

Inequitable access to care continues to hinder improvements in diagnosis and treatment of lung cancer. This review describes healthcare disparities in the changing landscape of non-small cell lung cancer (NSCLC) in the United States, focusing on racial, ethnic, sex-based, and socioeconomic trends. Furthermore, strategies to address disparities, overcome challenges, and improve patient outcomes are proposed. Barriers exist across lung cancer screening, diagnosis, and treatment regimens, varying by sex, age, race and ethnicity, geography, and socioeconomic status. Incidence and mortality rates of lung cancer are higher among Black men than White men, and incidences in young women are substantially greater than …

Artificial Intelligence Uncertainty Quantification In Radiotherapy Applications – A Scoping Review, Kareem A Wahid, Zaphanlene Y Kaffey, David P Farris, Laia Humbert-Vidan, Amy C Moreno, Mathis Rasmussen, Jintao Ren, Mohamed A Naser, Tucker J Netherton, Stine Korreman, Guha Balakrishnan, Clifton D Fuller, David Fuentes, Michael J Dohopolski

Faculty, Staff and Student Publications

Background/purpose: The use of artificial intelligence (AI) in radiotherapy (RT) is expanding rapidly. However, there exists a notable lack of clinician trust in AI models, underscoring the need for effective uncertainty quantification (UQ) methods. The purpose of this study was to scope existing literature related to UQ in RT, identify areas of improvement, and determine future directions.

Methods: We followed the PRISMA-ScR scoping review reporting guidelines. We utilized the population (human cancer patients), concept (utilization of AI UQ), context (radiotherapy applications) framework to structure our search and screening process. We conducted a systematic search spanning seven databases, supplemented by manual …

Indian Culture Through The Lens Of Bollywood, Harika Rao

Lynn University Digital Press Books

Indian Culture Through the Lens of Bollywood offers a comprehensive exploration of Indian culture, delving into its rich tapestry of traditions, beliefs, and social structures that have evolved over millennia. The eBook examines the diverse aspects of India’s society, from its major religions and linguistics to culinary traditions and artistic expressions. By presenting a nuanced view of Indian culture, this text aims to provide readers with a deeper understanding of the complexities and richness of one of the world's oldest civilizations. Course: DJLC 200

Demystifying Research Paradigms: Navigating Ontology, Epistemology, And Axiology In Research, Lynette Pretorius

The Qualitative Report

A sound understanding of research paradigms is crucial for developing coherent and philosophically grounded research designs, particularly in the humanities and social sciences. This paper offers an accessible overview of the most common research paradigms: positivism, post-positivism, constructivism, social constructionism, interpretivism, pragmatism, and critical realism. These paradigms differ in their approaches to ontology (the nature of reality), epistemology (the nature of knowledge), and axiology (the role of values in research). The paper also discusses the methodological and ethical implications of these paradigms. Reflexivity and ethical responsibility are emphasised, where researchers must account for how their own biases and values influence …

Student Misbehaviors, University Instructors’’ Mental Health, And Trauma Management: A Phenomenological Study, Abdul Karim, Bineeta Rahman, Muhammad Kamarul Kabilan

The Qualitative Report

The present study aimed to unpack student misbehaviors that instructors face inside the university campus. It also intended to unfold how student misbehaviors affect instructors’ mental health and how they overcome the trauma engendered by student misbehaviors. Adopting a phenomenological approach, we explored the phenomenon to answer the research questions by conducting semi-structured interviews with six teachers. Through a thematic analysis, we found that university instructors experience various misbehaviors presented by students inside the university campus, and as a result, their mental health suffers. However, instructors tend to ignore their mental health and focus on academic activities to overcome the …

Generating A Reflexive Ai-Assisted Workflow For Academic Writing, Corey W. Johnson, Trena M. Paulus

The Qualitative Report

Digital research workflows are study designs that intentionally consider the use of technology in meaningful and reflexive ways. While most scholars use digital tools and spaces in their research process, doing so has consequences that are infrequently considered in an intentional way. Especially in this age of generative AI, technology integration into research studies will have an even greater impact and consequences on study outcomes. This paper documents one digital research workflow, the academic writing process, to demonstrate how inviting generative AI to be a writing partner can be done in a reflexive manner. Drawing on Paulus and Lester’s (2023) …

Anthocyanin Extraction Methods: Synthesis Of Morpho-Anatomical Knowledge For Decision-Making Based On Decision-Tree, Gabriel Laquete De Barros, F.T.S. Silva, R.S. Teixeira, J.G. Wagner, C.V. Rombaldi, M. Vizzotto, A. Ubeyitogullari, L. Nora

Biological and Agricultural Engineering Faculty Publications and Presentations

Efficient anthocyanin extraction from emerging food matrices is essential in food technology and requires a precise, consistent, and clear extraction method. This study aimed to develop a decision-tree tool for selecting the optimal anthocyanin extraction technique. A comprehensive data synthesis covering the years 2018 to 2023 was conducted using leading academic databases, including Web of Science, Scopus, Medline, and SciELO. A combination of systematic and non-systematic approaches was employed to guide the decision-making process. The keywords used included “anthocyanin extraction methods,” and studies with more than 10 citations were prioritized, along with recent and relevant publications. Thirty-six articles were analyzed …

Cyclic Thermal Stability Of Native Oxide Solar Thermal Absorbers On Femnnialcr High Entropy Alloys For Energy Applications, Xiaoxue Gao

Dartmouth College Ph.D Dissertations

High entropy alloys (HEAs) are promising candidates for cost-effective high-temperature materials in high-efficiency power cycles. A potential application is in concentrated solar power (CSP) systems, where native oxides of cost-effective FeMnNiAlCr HEAs can also synergistically serve as a high-efficiency solar thermal absorber. However, the huge and repetitive temperature change of the CSP system in day-night cycles greatly challenges its thermal stability. In this thesis, we investigated the cyclic oxidation behavior of FeMnNiAlCr HEAs to improve the optical performance and thermal stability of their native oxides as a solar absorber for next-generation CSP systems. We found that the duplex oxide scale …

The Impact Of Supercritical Carbon Dioxide Processing On The Aroma And Physicochemical Properties Of Soybean Flour, Sumanjot Kaur, Ali Ubeyitogullari

Food Science Faculty Publications and Presentations

Soybeans are rich in protein but have limited food applications due to their undesirable volatile compounds, negatively affecting their flavor and consumer acceptance. This study aimed to extract lipids and volatile compounds from soybean flour using supercritical carbon dioxide (SC-CO₂) and investigate the impact of extraction conditions on the properties of soybean flour, including particle size distribution, composition, color, and rheological and textural qualities. Similar lipid extraction yields (∼20 %) were obtained with SC-CO₂ and conventional hexane extractions. The volatile compound concentration of the soybean flour was reduced after SC-CO₂ extraction (0.63–1.00 µg/g) as compared to …

North Dakota Corn Efficiency Frontier: Stochastic Frontier Analysis, Bayarbat Badarch, David C. Roberts, Michael P. Popp

Agricultural Economics and Agribusiness Faculty Publications and Presentations

According to climate studies in North Dakota, the state's crop-growing season has been extended. In addition, many studies have shown technological advances in crop production. However, the state has not addressed how crop yield has been affected by weather changes. Thus, this paper investigates the state's corn (Zea mays) yield potential and efficiency measures based on agricultural input use and weather variables from 1994 to 2018. We found that the effects of temperature and precipitation on the state's corn yield frontier (potential) were greater than those of changing agricultural input variables. The stochastic frontier model indicates that the …

Real-Time Network Simulations For Ml/Dl Ddos Detection Using Docker, Luis D. Garcia

Master's Theses

As the integration of artificial intelligence (AI) within cybersecurity continues to

grow, machine learning (ML) and deep learning (DL) models are increasingly used to

detect cyber attacks. However, these models are rarely evaluated in real-time attack

scenarios to see how subtle changes from the real networking environment can affect

their predictions. To address this issue, we propose a scalable, platform-independent

Docker testbed specifically designed for simulating real-time Distributed Denial of

Service (DDoS) attack scenarios that allows researchers to deploy and evaluate their

pre-trained, ML and DL detection models. Our framework is simple to configure

and can run across Intel and …