Digital Commons Network^™

Mmwave Tx-Rx Self-Interference Suppression Through A High Impedance Surface Stacked Ebg, Adewale K. Oladeinde, Ehsan Aryafar, Branimir Pejcinovic

Electrical and Computer Engineering Faculty Publications and Presentations

This paper proposes a full-duplex (FD) antenna design with passive self-interference (SI) suppression for the 28 GHz mmWave band. The reduction in SI is achieved through the design of a novel configuration of stacked Electromagnetic Band Gap structures (EBGs), which create a high impedance path to travelling electromagnetic waves between the transmit and receive antenna elements. The EBG is composed of stacked patches on layers 1 and 2 of a four-layer stack-up configuration. We present the design, optimization, and prototyping of unit antenna elements, stacked EBGs, and integration of stacked EBGs with antenna elements. We also evaluate the design through …

Automatic Uncovering Of Patient Primary Concerns In Portal Messages Using A Fusion Framework Of Pretrained Language Modelsautomatic Uncovering Of Patient Primary Concerns In Portal Messages Using A Fusion Framework Of Pretrained Language Models, Sunyang Fu, Dezhi Wu, Hongfang Liu, Ming Huang

Faculty, Staff and Student Publications

OBJECTIVES: The surge in patient portal messages (PPMs) with increasing needs and workloads for efficient PPM triage in healthcare settings has spurred the exploration of AI-driven solutions to streamline the healthcare workflow processes, ensuring timely responses to patients to satisfy their healthcare needs. However, there has been less focus on isolating and understanding patient primary concerns in PPMs-a practice which holds the potential to yield more nuanced insights and enhances the quality of healthcare delivery and patient-centered care.

MATERIALS AND METHODS: We propose a fusion framework to leverage pretrained language models (LMs) with different language advantages via a Convolution Neural …

Artificial Intelligence In Fusion Protein Three-Dimensional Structure Prediction: Review And Perspective

Faculty, Staff and Student Publications

Recent advancements in artificial intelligence (AI) have accelerated the prediction of unknown protein structures. However, accurately predicting the three-dimensional (3D) structures of fusion proteins remains a difficult task because the current AI-based protein structure predictions are focused on the WT proteins rather than on the newly fused proteins in nature. Following the central dogma of biology, fusion proteins are translated from fusion transcripts, which are made by transcribing the fusion genes between two different loci through the chromosomal rearrangements in cancer. Accurately predicting the 3D structures of fusion proteins is important for understanding the functional roles and mechanisms of action …

Patient-Centered Clinical Decision Support Challenges And Opportunities Identified From Workflow Execution Models, Nicole A Gauthreaux, James Swiger, Edwin A Lomotan, Prashila Dullabh

Faculty, Staff and Student Publications

OBJECTIVE: To use workflow execution models to highlight new considerations for patient-centered clinical decision support policies (PC CDS), processes, procedures, technology, and expertise required to support new workflows.

METHODS: To generate and refine models, we used (1) targeted literature reviews; (2) key informant interviews with 6 external PC CDS experts; (3) model refinement based on authors' experience; and (4) validation of the models by a 26-member steering committee.

RESULTS AND DISCUSSION: We identified 7 major issues that provide significant challenges and opportunities for healthcare systems, researchers, administrators, and health IT and app developers. Overcoming these challenges presents opportunities for new …

Assessing The Reproducibility Of Research Based On The Food And Drug Administration Manufacturer And User Facility Device Experience Data

Faculty, Staff and Student Publications

Objective: This article aims to assess the reproducibility of Manufacturer and User Facility Device Experience (MAUDE) data-driven studies by analyzing the data queries used in their research processes.

Methods: Studies using MAUDE data were sourced from PubMed by searching for "MAUDE" or "Manufacturer and User Facility Device Experience" in titles or abstracts. We manually chose articles with executable queries. The reproducibility of each query was assessed by replicating it in the MAUDE Application Programming Interface. The reproducibility of a query is determined by a reproducibility coefficient that ranges from 0.95 to 1.05. This coefficient is calculated by comparing the number …

Challenges In Lncrna Biology: Views And Opinions, Ekaterina G Derevyanchuk, Tatiana P Shkurat, Jeffrey A Loeb, Ivan Martinez, Leonard Lipovich

Faculty, Staff and Student Publications

This is a mini-review capturing the views and opinions of selected participants at the 2021 IEEE BIBM 3rd Annual LncRNA Workshop, held in Dubai, UAE. The views and opinions are expressed on five broad themes related to problems in lncRNA, namely, challenges in the computational analysis of lncRNAs, lncRNAs and cancer, lncRNAs in sports, lncRNAs and COVID-19, and lncRNAs in human brain activity.

Privacy-Preserving Model Evaluation For Logistic And Linear Regression Using Homomorphically Encrypted Genotype Data

Faculty, Staff and Student Publications

Objective: Linear and logistic regression are widely used statistical techniques in population genetics for analyzing genetic data and uncovering patterns and associations in large genetic datasets, such as identifying genetic variations linked to specific diseases or traits. However, obtaining statistically significant results from these studies requires large amounts of sensitive genotype and phenotype information from thousands of patients, which raises privacy concerns. Although cryptographic techniques such as homomorphic encryption offers a potential solution to the privacy concerns as it allows computations on encrypted data, previous methods leveraging homomorphic encryption have not addressed the confidentiality of shared models, which can leak …

Age, Sex, And Apoe Gene-Specific Associations Between Dynapenic Obesity And Dementia In A Large Cohort, Zeinab Abdelrahman, Xiaohong Wu, Daming Wang, Fenfen Chen, Ziwei Zhang, Xiaosheng Wang, Zuyun Liu, Zuobing Chen

Faculty, Staff and Student Publications

Objective: To investigate the associations between dynapenic obesity and the risk of dementia, and the modifying effects of age, sex, and the APOE gene, using a large population-based cohort.

Methods: 279,884 participants aged 55 and above from the UK Biobank were included. The participants were classified into four categories based on body mass index and hand grip strength: healthy, obesity, dynapenia, and dynapenic obesity. The incident dementia was identified based on linked hospital records and death register data. Cox proportional hazards regression models were used to estimate the associations, followed by age-, sex-, and apolipoprotein E (APOE) gene-stratified analyses.

Results: …

Reburns Of High Severity Patches: Effects On Ponderosa Pine Regeneration And Plant Community Composition, Nadav Mouallem

All Graduate Theses and Dissertations, Fall 2023 to Present

The area burned in high severity fire as well as the proportion of fires burning at high severity have been increasing in southwestern ponderosa pine (Pinus ponderosa) forests since the 1980s. These fires often contain large patches (>100 ha) of 100% tree mortality, which are a concern as they can lead to the establishment of nonnative species and conversion to non-forest vegetation. And, with an increasing amount of fire on the landscape, high severity patches are reburning. However, information on the ecological trajectory of reburns of high-severity patches as well as the utility of remotely sensed burn severity metrics …

Citizen Science Project On Urban Canids Provides Different Results From Camera Traps But Generates Interest And Revenue, Neville F. Taraporevala

All Graduate Theses and Dissertations, Fall 2023 to Present

As more people live in cities, wildlife increasingly encounters people. Coyotes (Canis latrans) and red foxes (Vulpes vulpes) are two carnivores that have easily adapted to urban environments causing them to come into conflict with people and their pets. Citizen science, where members of the community aid scientists in the collection of data, has emerged as a low-cost method of studying these species that can provide benefits to management agencies but may provide different results than traditional methods. We analyzed data collected by citizen scientists and data collected via motion-triggered camera traps to see how each …

Plcs: A Recipe For Success? The Impact Of Professional Learning Communities On Teacher Practice And Teacher Retention, Jeannine Carr

Education Doctoral

This qualitative phenomenological study examined elementary teachers’ perceptions of professional learning communities (PLCs) and the impact they have on their professional practice, particularly concerning teacher retention. Semi-structured interviews were utilized to gain data on how teachers feel about the work they are engaged in when functioning as a PLC within their school. Through this research, teachers evaluated if the time spent in PLCs has improved their work lives and job satisfaction, thus impacting their commitment to stay in the profession. The findings revealed that teachers view PLCs as providing meaningful opportunities for professional growth, collaboration, and developing student-centered practices. Factors …

Erasing The Dividing Line Between Race And The Protestant Church: A Phenomenological Comparative Research Study, Janee M. Slade

Education Doctoral

This comparative phenomenological study researched how church leaders impact race relations in emerging multicultural Protestant churches, by analyzing the lived experiences of church members in multicultural churches. This study explored the strategies pastors use to manage race relations through the lens of transformational leadership theory. This comparative study compares the experiences of church members in an urban and suburban church setting. Semi-structured interviews were conducted at two multicultural churches in the Rochester, NY area. The first location included a suburban multicultural church setting with at least 50-75 members. The second location was a larger, more established congregation in an urban …

The Prevalence And Experience Of Burnout Among Physical Therapists In Home Health Care: A Mixed Methods Study, Sherry Kessler

Education Doctoral

The purpose of this dissertation research study was to investigate burnout in physical therapists working in the growing field of home health care. The existing body of literature shows the prevalence and impact of burnout within the general sector of health care; however, evidence is limited in the setting of home health care, and there is less research with physical therapists. A convergent parallel mixed methods approach was used to combine quantitative data from the Maslach Burnout Inventory-Human Services Survey for Medical Personnel (MBI-HSS [MP]) with professional demographic information and qualitative data from an open-ended questionnaire. The study recruited 60 …

Development Of Multifunctional Biobased Lubricants From Soybean Oil And Their Tribological Behavior, Piash Bhowmik

Theses and Dissertations

Depletion of mineral oil leads the researchers to look for renewable oils recently. Soybean, which is one of the most produced crops globally, has been identified as a potential source for such oil. The problem with vegetable oils is, they consist of unsaturated fatty acids which leads to oxidation of the oils. With proper modification and the use of suitable additives, these oils can be adapted for use in various sectors. High oleic oils are becoming increasingly popular due to their high oleic acid content, which is a monounsaturated fatty acid. These oils are gaining attention for their improved stability …

Linking Community-Level Food Sovereignty To Subjective Wellbeing: Framing Perspectives On Food Systems In The Upper Yakima River Basin, Alexander W. Theophilus

All Graduate Theses and Dissertations, Fall 2023 to Present

Food sovereignty is a framework focused on achieving a wide range of changes in food systems that yield more equitable outcomes for consumers, workers, farmers, and future generations. Food sovereignty is also believed to be an important driver of community wellbeing. However, there is limited research linking perceptions of community-level food sovereignty to subjective wellbeing. Additionally, the complex determinants of food sovereignty are not fully understood. Through two papers linking community-level food sovereignty and subjective wellbeing, I discuss the factors that influence food sovereignty and the impact of food systems on wellbeing in Washington’s upper Yakima River Basin.

In the …

The Influence Of Business Development Areas On Leadership Positions Within Landscape Architecture Professional Practice, Catherine E. Frost

All Graduate Theses and Dissertations, Fall 2023 to Present

Landscape architecture is a discipline that connects natural, physical, and human sciences, and which operates as a professional design practice. While technical skills and design proficiency have historically been the focus of landscape architecture programs, the literature indicates a recognition of the indispensable role of entrepreneurial skills alongside design expertise (Marsh, 1928; Pray, 1911; Rice, 2017; Shepphard et al., 2018). However, there remains a scarcity of research specifically investigating business development skills within landscape architecture practice (Evans & Leccese, 1991; Gobster et al., 2010; Granet, 2021; Littlefield, 2015; Powers & Walker, 2009).

To bridge this gap, this study engaged in …

Advancing Thermal Property Measurements And Water Management For Controlled Environment Agriculture On Earth And Beyond, Chihiro Dixon

All Graduate Theses and Dissertations, Fall 2023 to Present

Space exploration stands as one of humanity's most profound endeavors, and plant growth in space is essential for sustaining astronauts during long-duration missions. However, operating plant growth systems under reduced gravity conditions presents challenges, particularly in ensuring uniform water distribution in the root zone. Non-uniform water distribution such as excess water and/or insufficient water in the root zone can significantly impact plant yield, necessitating the need to accurately estimate water status in the root zone and understand the dynamics of water flow in plant growth media under reduced gravity conditions. The objectives of this research were to enhance the accuracy …

2024 August, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for August of 2024.

Digitally Connected, Evolutionarily Wired: An Evolutionary Mismatch Perspective On Digital Work, Mark Van Vugt, Stephen M. Colarelli, Norman P. Li

Research Collection School of Social Sciences

This paper makes the case for an evolutionary mismatch between digital work and the way human ancestors engaged in work. Psychological adaptations for producing things that early humans needed to survive and thrive, such as cognitive mechanisms for obtaining and processing food, toolmaking, and learning valuable working skills, evolved in the context of small networks of hunter–gatherers. These adaptations are central to understanding the significance of work in human evolution. Evolutionary mismatches operate when novel environments cue ancestral adaptations in ways that no longer provide adaptive benefits. We argue that digital work, although efficient and productive, is misaligned with some …

Post-Productivism And Rural Revitalization In China: Drivers And Outcomes, Meiling Wu, Qian Forrest Zhang, John A. Donaldson

Research Collection School of Social Sciences

We propose that post-productivism offers a useful analytical framework for understanding the multi-scalar and diverse changes that are taking place in China’s rural revitalization. As a theoretical framework that emerged from the study of rural changes in the Global North, the applicability of post-productivism in the Global South has been contested. This paper offers the first comprehensive analysis of the emergence of post-productivism in rural China and uses post-productivism as a framework to conceptualize a wide range of changes in China’s rural revitalization. We conceptually clarify the driving forces that give rise to post-productivism and the outcomes these drivers produce. …

Exploring A Multimodal Fusion-Based Deep Learning Network For Detecting Facial Palsy, Heng Yim Nicole Oo, Min Hun Lee, J. H. Lim

Research Collection School Of Computing and Information Systems

Algorithmic detection of facial palsy offers the potential to improve current practices, which usually involve labor-intensive and subjective assessment by clinicians. In this paper, we present a multimodal fusion-based deep learning model that utilizes unstructured data (i.e. an image frame with facial line segments) and structured data (i.e. features of facial expressions) to detect facial palsy. We then contribute to a study to analyze the effect of different data modalities and the benefits of a multimodal fusion-based approach using videos of 21 facial palsy patients. Our experimental results show that among various data modalities (i.e. unstructured data - RGB images …

Im/Mobilities During The Covid-19 Pandemic: Perspectives From International Graduate Students Studying In The Southern United States, Christina W. Yao, Kaitlyn Hall, Simone Gause, Leslie Jo Shelton

Educational Sciences and Organizations

The background of this study is situated within the COVID-19 pandemic as an acute challenge with chronic issues that international graduate students have faced continuously. With the pandemic serving as a critical incident, we highlight the political, systemic, and personal fragilities of international graduate students studying in the southern United States. The methods for our study were informed by a narrative inquiry approach combined with a systematic literature review to connect with the conceptual framework of Avison and Turner’s chronic strains and Robertson’s conception of timescales. The findings highlight three broad themes: shifting immigration policies and travel uncertainty, institutional responses, …

A Qualitative Narrative Study About Mental Well-Being And Coping Strategies In Generation-Z Undergraduate Student Leaders, Lacey Folsom

Electronic Theses and Dissertations

This study was a qualitative narrative on the advantages experienced by Generation Z students who participated in leadership roles within university-sponsored student organizations. This study incorporated generational, coping, and transactional theories to help the researcher establish a potential link between the mental well-being of students and their participation in cocurricular university-sponsored groups. The primary goal of this study was to gain a deeper understanding of how students perceived the influence of their participation in student organizations on their ability to handle mental well-being issues. It sought to explore whether factors such as time commitment, skill development, or an increased sense …

Impact Of Pre-Harvest Fungicide Application On The Storage Performance Of Tomato Fruits, Zhifu Lan, Jing Huang, Komivi S. Akutse, Yongwen Lin

All Peer-Reviewed Publications

To examine the impact of pre-harvest fungicide applications on the postharvest storage performance of tomato fruits, we measured the lycopene content, hardness, soluble solids content, rotting rate, and weight loss rate of the fruits, as well as conducted a sensory assessment. Protective and systematic fungicides were sprayed on tomatoes 20 days before harvest in order to prevent rotting and weight loss during storage. Our findings showed that, the fungicide-treated tomatoes had a significantly lower rotting rate of 16.00% and a weight loss rate of 3.96%. However the control group experienced 65.33% rotting rate and 6.90% weight loss rate on 12th …

Novel Emergent Phases In A Two-Dimensional Superconductor, Simrandeep Kaur, Hemanta Kumar Kundu, Sumit Kumar, Anjana Dogra, Rajesh Narayanan, Thomas Vojta, Aveek Bid

Physics Faculty Research & Creative Works

In this letter, we report our observation of an extraordinarily rich phase diagram of a LaScO₃/SrTiO₃ heterostructure. Close to the superconducting transition temperature, the system hosts a superconducting critical point of the Infinite-randomness type characterized by an effective dynamical exponent ν z that diverges logarithmically. At lower temperatures, we find the emergence of a magnetic field-tuned metallic phase that co-exists with a quantum Griffiths phase (QGP). Our study reveals a previously unobserved phenomenon in 2D superconductors—an unanticipated suppression of the QGP below a crossover temperature in this system. This concealment is accompanied by the destruction of the …

Implementation And Optimization Of A Secure, Scalable, And Robust Long-Range Low-Power Mesh Network For Enhanced Geo-Location Accuracy And Efficient Data Aggregation, Sheikh Tareq Ahmed

All Dissertations

The burgeoning realm of the Internet of Things (IoT) calls for advanced communication networks that can support an ever-increasing number of connected devices. Among these, Low Power Wide Area Networks (LPWANs), specifically LoRaWAN technology, have emerged as frontrunners due to their long-range, low-power capabilities, ideally suiting IoT's expansive nature. This dissertation presents a comprehensive study on enhancing LoRaWAN technology to overcome the existing limitations in geolocation accuracy and data aggregation efficiency. The work is set against the backdrop of the technology's vulnerability to signal attenuation in obstacle-rich environments and its challenges in scaling to accommodate dense networks without performance degradation. …

The Impact Of District Policy On The Efficacious Implementation Of Texas House Bill 5, Marlene Studivant- Moore

All Dissertations

Preparing students to contribute to society is essential for every high school in the nation. Texas House Bill 5 (House Bill 5, 2013) sought to create a framework for achieving college and career readiness for Texas public schools. Counselors were the frontline mentors who had essential roles in implementing House Bill 5. However, the performance of graduation and curricular changes mandated by House Bill 5 increased the responsibilities of counselors and challenged how the policy implementation affected students' college and career readiness. Numerous challenges and issues emerged within the school districts executing House Bill 5.

The success of House Bill …

Geographic Links And Predictable Returns, Zuben Jin, Frank Weikai Li

Research Collection Lee Kong Chian School Of Business

Using establishment-level data of U.S. public firms, we construct a novel measure of geographic linkage between firms. We show that the returns of geography-linked firms have strong predictive power for focal firm returns and fundamentals. This effect is distinct from other cross-firm return predictability and is not easily attributable to risk-based explanations. It is more pronounced for focal firms that receive lower investor attention, are more costly to arbitrage, and during high sentiment periods. The cross-firm information spillovers and return predictability are also stronger for geographic peers with economic linkages and with positive information. Our results are broadly consistent with …

Integrating Building Information Modelling And Extended Reality In The Transportation Infrastructure Industry, Yosra El Maghraby, Shady Salem, Ahmed Alhady, Yasser Khodeir

Civil Engineering

No abstract provided.

Towards Load-Bearing Biomedical Titanium-Based Alloys: From Essential Requirements To Future Developments, Yu-Wei Cui, Liqiang Wang, Lai-Chang Zhang

Research outputs 2022 to 2026

The use of biomedical metallic materials in research and clinical applications has been an important focus and a significant area of interest, primarily owing to their role in enhancing human health and extending human lifespan. This article, particularly on titanium-based alloys, explores exceptional properties that can address bone health issues amid the growing challenges posed by an aging population. Although stainless steel, magnesium-based alloys, cobalt-based alloys, and other metallic materials are commonly employed in medical applications, limitations such as toxic elements, high elastic modulus, and rapid degradation rates limit their widespread biomedical applications. Therefore, titanium-based alloys have emerged as top-performing …