Digital Commons Network^™

Artificial Intelligence For Eeg Analysis: A Comprehensive Review Of Deep Learning Techniques, Hudai Ahmedi Albeiruti

Iraqi Journal of Computers, Communications, Control and Systems Engineering

This review systematically outlines the progression and implementation of artificial intelligence (AI) techniques, with a focus on deep learning (DL), for the analysis of electroencephalogram (EEG) signals. We cover the whole EEG processing pipeline from signal acquisition and preprocessing to feature extraction and classification. The survey begins with traditional machine learning techniques such as Common Spatial Patterns (CSP) and Support Vector Machines (SVMs), then transitions to more recent DL architectures—including ConVolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and their hybrid configurations—that have significantly expanded the analytical capabilities of neurophysiological systems. These methods have been widely applied in fields ranging …

Professor Perspectives: Inclusion Of Students With An Intellectual Disability In Transition Programming On A College Campus, Melissa Jane Massey

Electronic Theses and Dissertations

Students with intellectual disabilities (ID) are often unemployed or underemployed compared to students who do not have ID. Transition or postsecondary programming for students with ID has increased in recent years in response to the U.S. federal requirement for special education professionals to complete transition plans before students turn 16. The requirement for transition planning in Texas is age 14, and the ARD committee including the student and parent come together to develop goals for future planning. Transition plans include information on future employment, future independent living skills, and agency connections that students with ID may need to access to …

0894: G. W. “Jerry” Sutphin River Transportation Collection, 1832-2024, Marshall University Special Collections

Guides to Manuscript Collections

Gerald W. “Jerry” Sutphin was a nationally recognized river historian from Huntington. He graduated from Mullens High School and Marshall University and became an army officer. Sutphin worked for and retired from the United States Army Corps of Engineers before spending twenty years operating his own business, Visual Information Ltd. The author of Sternwheelers on the Great Kanawha River, he also wrote a number of articles and contributed to numerous publications with words and/or photographs. Sutphin provided historical presentations on the Delta Queen and other large sternwheel excursion boats and served as a consultant for several documentaries and exhibits. Sutphin …

From Latent Patterns To Interpretable Subtypes: Machine Learning Driven Subtyping In Alzheimer’S Clinical Trials, Dulin Wang

Dissertations and Theses (Open Access)

Randomized controlled trials (RCTs) in neurodegenerative diseases often fail to show treatment benefits due to underlying patient variability. To overcome this challenge and improve clinical trial design, it is essential to identify responsive patient subgroups and understand distinct patterns of disease progression. This dissertation addresses these challenges by applying and developing advanced AI methodologies to Alzheimer’s Disease (AD) clinical trials. The first study investigates heterogeneous treatment effects (HTEs) across ten AD RCTs to identify responsive and non-responsive patient subgroups within trials previously considered negative or neutral. By implementing causal forests in ten AD clinical trials, this work reveals the HTEs …

Deciphering Medical Imaging From Genetic Data: Integrative Modelling Across Genetics And Imaging Modalities, Wentao Li

Dissertations and Theses (Open Access)

Integrating genetic data with medical imaging offers powerful opportunities to uncover biological mechanisms and clinical insights, yet linking genetic variation to diverse physical and molecular changes remains challenging. This dissertation introduces computational approaches that bridge this gap across neuroimaging and spatial omics. The first study develops a mixed-effects framework to identify genetic signatures of neuroimaging phenotypes in bipolar disorder. By modelling subject-specific brain region interactions, the method improves detection of significant variants in large-scale datasets such as the ABCD study and UK Biobank, with downstream analyses confirming biological relevance. The second study presents a cross-modal fusion strategy for spatial transcriptomics, …

Teaching While Stressed: How Mental Support Is Impacting The Teaching Experience In South Carolina, Olivia Striedl

Senior Theses

Teacher shortages are a widespread issue within both the United States and South Carolina. One cause of high numbers of teachers leaving their positions is low job-satisfaction and high stress levels. In this study of teacher mental health in South Carolina, eight teachers were interviewed regarding their experience with job-related stress and support offered to them. The interviews revealed that teachers experience high levels of stress, with many interviewees having stressors in common. Many participants had at least one experience in which stressors pushed them to leave or almost leave their position, showing the importance of mental health when considering …

Fairer Public Benefit In Copyright Law, Amanda Levendowski Tepski

Cardozo Law Review

In 1966, a court considered expressly whether a secondary use of copyrighted works served a public benefit. While public benefit has become a subfactor of the fair use doctrine, it remains undefined, uncodified, and undertheorized. Courts often invoked public benefit in pivotal cases involving novel technologies, from home video recorders to digital libraries to algorithms—but they did not need to. After the recent Supreme Court decision in Google v. Oracle, however, public benefit is unavoidable: The Court stated that “we must take into account the public benefits the copying will likely produce.” A qualitative analysis of key public benefit cases …

The Moderating Effects Of Community Involvement On The Association Between Witnessed Community Violence And Mental Health Outcomes Among Black Adolescents, Curtisha Tamara Shacklewood

Theses and Dissertations

Black youth and adolescents are at a disproportionately high risk for experiencing community violence exposure (CVE) and the potential influence it may have on psychological functioning. Research posits that Black youth who experience community violence are at a significantly higher risk of experiencing elevated internalizing symptoms (e.g., depression) and externalizing symptoms (e.g., delinquency). Previous research has utilized the ecological model to investigate interpersonal protective factors that potentially buffer the effects of CVE, including parental support and family characteristics. However, there is little research that explores community-level factors, such as community activities (e.g., youth activities and parental perception of collective efficacy) …

Developing A Dynamic Bilingual Space In An Early Childhood Korean Heritage Language Classroom Through Multimodal Translanguaging Pedagogy, Kyungjin Hwang

Theses and Dissertations

Drawing on translanguaging theory and multimodal literacy, this dissertation examines how a multimodal translanguaging pedagogy can create a dynamic bilingual space in a Korean heritage language classroom in the southeastern United States. Using a teacher-research design and thematic analysis of classroom video recordings and student artifacts, the study explored ten instructional modules with Korean-American children aged five to six. It first identified the core components of the pedagogy, its framework, curriculum content, and teacher strategies, and then analyzed how children flexibly used Korean and English across modes such as speaking, writing, and drawing. Findings revealed diverse translanguaging forms and functions. …

The Impact Of Project-Based Learning On Future First Generation College Students’ Oral Communication Skills, Presentation Skills, Confidence Levels, And College And Career Readiness, Mandana Marashi

Theses and Dissertations

The purpose of this action research was to evaluate the impact of a project-based learning innovation course on high school students’ oral communication, presentation skills, confidence levels, and college and career readiness in a college and career readiness program housed at a university in the Mid-Atlantic region. Effective oral communication and presentation skills have been continuously emphasized by national organizations and employers to be critical skills for success in students’ academic and professional lives. However, teaching oral communication and presentation skills to high school students has been neglected, which has negatively affected students’ college and career readiness, particularly for students …

Unveiling Caulocovert: Conserved Phage And Gene Transfer Agent In Caulobacter, Talia Neco

Theses and Dissertations

Bacteriophage play an important role in bacterial evolution, population control, and horizontal gene transfer within microbial ecosystems. This study focuses on the discovery and characterization of Caulocovert, an active bacteriophage identified in multiple Caulobacter strains. Using genome annotation tools such as Artemis and Mauve, we identified multiple key phage genes, including the major capsid protein, head-tail connector, portal protein, and major tail protein. These phage genes are present in CB13 and several other strains, such as C. vibriodies CB15 and CB2, C. segnis CBR1, Caulobacter sp. FWC26, and the distantly related Caulobacter sp. D5 strain. The location of these genes …

Influence Of School Climate On Comprehensive School Behavioral Health Effectiveness, Halle Rose Singer

Theses and Dissertations

Youth are experiencing a sharp rise in mental health concerns, which have reached critical levels. Schools have emerged as a key setting for delivering mental health services due to their accessibility, familiarity, and capacity to reach diverse populations. Comprehensive School Behavioral Health (CSBH) systems offer a multi-tiered, evidence-based framework for supporting the mental health of all students. However, the success of CSBH interventions varies across schools presumably indicating that systemic or school level factors, like school climate, may influence youth mental health outcomes. In this study, I investigate how school-level factors, specifically student-perceived school climate, influence the mental health outcomes …

Investigating The Influence Of Instructional Strategies On The Development Of Procedural And Conceptual Knowledge In Advanced Algebra Ii Students, Maura Frances Yinger

Theses and Dissertations

This mixed-methods action research study investigated the influence of instructional strategies shown to improve students’ procedural and conceptual understanding in a rational expressions and equations unit in Advanced Algebra II. The instructional strategies used in the study include comparing, self-explaining, and exploring before instruction. The students (N=27) completed a pre-test and a post-test, both of which were followed by questions asking students to justify their responses on two questions. All students also responded to six digital self-explanation journal prompts. Randomly selected students were placed into three homogenous groups to participate in performance task observations. Analysis of the data …

​​​Creating A Resident And Fellow Scholarly Activity Tracking Tool In A Large Academic Health System: A Dissertation In Practice​, Elyse Anne Wieszczecinski

Theses and Dissertations

Documenting and reviewing resident and fellow scholarly activity within a sponsoring institution can be a laborious task. With multiple lines of information coming from a wide variety of sources, this problem of practice implemented the Information Systems Success Model to help develop a database by which this information can be collected in a way that is efficient while maintaining the need for a user-friendly product. While other healthcare entities have also incorporated this model into their scholarly activity collection, these are still individual needs of the sponsoring institution and its constituents to consider when adapting the strategy. Using an improvement …

Journey To Proficiency: The Impact Of Explicit Problem-Solving Instruction In A Fifth-Grade Math Classroom, Brittany J. Terry

Theses and Dissertations

This action research study examined the impact of explicit problem-solving instruction on fifth-grade students’ mathematics proficiency and attitudes across skill levels. At the outset, students relied on rote procedures rather than conceptual reasoning, limiting their ability to apply skills in new contexts or understand why procedures work. Grounded in constructivist and sociocultural learning theories, the study aimed to move students beyond procedural fluency through explicit instruction of problem-solving strategies, modeling, guided practice, collaboration, and reflection. Over 8 weeks, 32 students participated in daily lessons. Findings from pre–post assessments, interviews, and portfolios indicate that explicit problem-solving instruction supported measurable growth in …

Journey Toward Collective Efficacy: ​The Impact Of Lesson Study In A Professional Learning Community, Julia Rose Pabst

Theses and Dissertations

This mixed methods action research study investigated the impact of a lesson study protocol on elementary teachers’ confidence through the implementation of the Three Read Close Reading Protocol (3RCRP), a research-based reading comprehension strategy. This study, grounded in Bandura’s Social Cognitive Theory, explored how collaborative and practice-based professional learning could bridge the gap between pedagogical knowledge and classroom practice to enhance teacher self-efficacy. The primary research questions focused on how participation in a lesson study influenced teachers’ self-efficacy and which aspects of the protocol were perceived as most influential. Four participants and one participant-observer engaged in a series of Professional …

Developing A Comprehensive Schoolwide Discipline Plan In Title 1 Southern Schools, Rose Clark Kebe

Theses and Dissertations

This qualitative case study explored how teachers in Title I schools across the southern United States perceived and experienced school discipline practices. The study addressed the problem of inconsistent implementation of restorative and preventive frameworks, which has contributed to inequitable outcomes, teacher frustration, and lost instructional time. Although initiatives such as Positive Behavioral Interventions and Supports (PBIS) are mandated across many districts, inconsistent use and limited fidelity have restricted their effectiveness in improving equitable discipline and school climate.

The purpose of the study was to examine teacher perspectives to inform the development of a culturally responsive, schoolwide behavioral system grounded …

Influence Of Channel Geometry And Inflow Hydrograph On Hydraulics And Air Volume Around Shafts Of A Stormwater Main, Lylie Vindie Wilkie

Theses and Dissertations

Stormwater management in urban areas is complex, in part because of difficulties related to modeling water flowing in closed conduits, as well as to controlling odor, noise, and pipe corrosion. This thesis summarizes the main findings of a study on how changes in inflow discharge and the geometry of a stormwater main may affect water flow, and how changes in water depth impact air volume and pressure around an air shaft. The study is conducted using CHAN, a one-dimensional model that simulates both flow hydraulics in mains and associated changes in air volume and pressure around air shafts. Main difference …

The Role Of Fibroblast Activation Protein On Left Ventricular Growth And Extracellular Matrix Remodeling As A Function Of Age And Pressure Overload, Amelia Marie Churillo

Theses and Dissertations

Fibroblast activation protein (FAP) is abundantly expressed in cancer associated fibroblasts and contributes to extracellular matrix (ECM) remodeling. Recent studies using imaging techniques have identified increased levels of FAP in the left ventricle (LV) of patients identified as at risk for developing heart failure. However, the role of FAP in regulated LV myocardial structure and function remains unclear. This project tested two hypotheses: First, genetic ablation of FAP would modify LV structure and function and be more pronounced with aging. Second, genetic ablation of FAP would modify LV structure and function with LV pressure overload (LVPO) accompanied by ECM remodeling.

Memories Of Trees Past: Coexistence Implications Of Legacy Conspecific Density Dependence, Lukas J. Magee, Daniel J.B. Smith, David Bauman, Po-Ju Ke, Helene C. Muller-Laudau, Kristina J. Anderson-Teixeira, Jessica Shue, David A. Orwig, Sean M. Mcmahon, Stephanie Bohlman, Raelene M. Crandall, Ben Weinstein, Sergio Marconi, Jeremy W. Lichstein, James F. Gillooly, Robert Bagchi, Joseph A. Lamanna, Daniel J. Johnson

Biological Sciences Faculty Research and Publications

The Janzen-Connell Hypothesis posits that plant species diversity is maintained by a reduction in seedling survival near living conspecific trees relative to heterospecifics–known as negative conspecific density dependence (CDD). CDD facilitates coexistence if stronger than heterospecific density dependence (HDD). However, whether and how long CDD persists after trees die is unknown. In a three-year study across three forests, we monitored seedling survival near living and dead trees, both conspecific and heterospecific, across a seven-year chrono-sequence since tree death. CDD persisted for at least 5 years after tree death (‘legacy CDD’), and most species showed stronger CDD relative to HDD through …

Dynamic Rewiring Of Microrna Networks In The Brainstem Autonomic Control Circuits During Hypertension Development In The Female Spontaneously Hypertensive Rat, Alison Moss, Ankita Srivastava, Lakshmi Kuttippurathu, James S. Schwaber, Rajanikanth Vadigepalli

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

We describe global microRNA (miRNA) changes in the central autonomic control circuits during the development of neurogenic hypertension. Using the female spontaneously hypertensive rat (SHR) and the normotensive Wistar Kyoto (WKY), we analyzed the dynamic miRNA expression changes in three brainstem regions-the nucleus of the solitary tract, caudal ventrolateral medulla, and rostral ventrolateral medulla-as a time series beginning at 8 wk of age before hypertension onset through to extended chronic hypertension. Our analysis yielded nine miRNAs that were significantly differentially regulated in all three regions between SHR and WKY over time. We collated computationally predicted gene targets of these nine …

Combating Obesity: Creating A Comprehensive Wellness Plan For Uninsured & Low-Income Populations, Kayla C. Berrios

Doctor of Nursing Practice Scholarly Projects

Aim: The aim of this project was to research the specific barriers encountered by obese patients that are low-income and uninsured. The goal of this data collection was to inform the stakeholders involved in creating a comprehensive wellness plan for obese patients.

Background: The staff at Good Neighbor Clinic have struggled to support their support their obese patients with weight reduction. Many of the ailments that patients seek care for correlate to their obesity. Health promotion in this community clinic needs a more comprehensive program to support patients during their weight loss experience, providing support and resources to allow for …

Richmond Law Magazine: Autumn 2025

Richmond Law Magazine

Danielle Stokes and the energy discussion

Beyond the page

The mentorship web

Institute For Global Health And Development : Issue 12 - October 2025, Institute For Global Health And Development

IGHD Newsletters

• Dr. Bhutta Awarded the Virchow Prize 2025 For Global Health
• Mapping Climate Vulnerability and Resilience Across the Prepare Pakistan Project – Promoting Climate Resilience, Pakistan’s High-Risk Districts
• Choice Project Dissemination Workshop Held in Accelerating Progress Towards Health and Health-Related SDGS Nairobi
• Farhana Tabassum Attends the Inauguration Of “Imagining Life” At the Climate Action Center, Karachi
• IGHD Participates in the Green Zameen Fellowship on Sustainable Energy Transition
• IGHD Team Leads Systematic Reviews & Meta-Analysis
• Empowering Research in Maternal Health Dr. Khadija Vadsaria Completes Her PhD at Aga Khan University
• Climate Change and Maternal Health Dr. Jai Das Featured in the Economist …

Check Out The Library, 2025 Fall Issue, Cal Poly Humboldt Library

Library Publications

Issue 20

A Modified Fama-Macbeth Model Based On The Single-Index Model, Mariam Jumaah Mousa, Munaf Yousif Hmood

Journal of Economics and Administrative Sciences

The aim of this essay is to use a single-index model in developing and adjusting Fama-MacBeth.  Penalized smoothing spline regression technique (SIMPLS) foresaw this adjustment.  Two generalized cross-validation techniques, Generalized Cross Validation Grid (GGCV) and Generalized Cross Validation Fast (FGCV), anticipated the regular value of smoothing covered under this technique. Due to the two-steps nature of the Fama-MacBeth model, this estimation generated four estimates: SIMPLS(FGCV) - SIMPLS(FGCV), SIMPLS(FGCV) - SIM PLS(GGCV), SIMPLS(GGCV) - SIMPLS(FGCV), SIM PLS(GGCV) - SIM PLS(GGCV). Three-factor Fama-French model—market risk premium, size factor, value factor, and their implication for excess stock returns and portfolio returns—were estimated on …

Unleashing The Research Superpowers Of Ap Students, Lindsey Douglas, Suzanne Rook Schilf, Camille Cooper, Jennifer Groff

Presentations

No abstract provided.

Civil Appeals Mediation Program 2024 Mediation Colloquy: 50 Years Of Building Bridges Through Appellate Mediation

Cardozo Journal of Conflict Resolution

On December 17, 2024, the Second Circuit Court of Appeals and its CAMP program hosted Justice Sotomayor to celebrate the 50th Anniversary of the establishment of CAMP. During the Colloquy, the 50th Anniversary CAMP documentary video was premiered.

Accuracy Of Femoral Head Center Reconstruction Using A Straight Cementless Rectangular Stem: An In-Silico Study Comparing Elderly And Middle-Aged Patients, Hidde D Veldman, Ide C Heyligers, Philip C Noble, Tim A E J Boymans

Faculty, Staff and Student Publications

Introduction: Accurate reconstruction of the femoral head center (FHC) is essential for restoring hip biomechanics in total hip arthroplasty (THA). Previously described age-related morphological changes-such as canal widening and a mediocaudal FHC shift-may complicate anatomical reconstruction in all age-categories using a single non-modular cementless stem. This study assessed the capacity of such implant to achieve adequate FHC reconstruction across age groups and sexes.

Methods: Virtual implantation of a non-modular cementless stem (SL-PLUS™) was performed in CT-based 3D reconstructions of 148 femora from middle-aged (< 80 years) and very elderly (≥80 years) subjects. For each case, the optimal implant size, type (standard or lateral), and modular head (-4 mm, 0 mm or +4 mm) were selected. FHC deviation was measured in three dimensions; reconstructions were considered adequate if < 5 mm in all directions.

Results: Overall, 92.4 % of reconstructions were considered adequate. No significant differences in reconstruction accuracy could …

Sinclair Lewis Society Newsletter, Vol 34, No. 1, The Sinclair Lewis Society

Sinclair Lewis Society Newsletter

“Every Time Something Big and Stupid Happens in America, Lewis Becomes Popular Again”: A Conference Retrospective, with Notes from a First-Time Visitor to Sauk Centre by Shaun F. Richards

Pickerbaugh’s Rhymes: Another Target of Satire in Arrowsmith by George Killough

In Memoriam: Robert E. Fleming, Father of the Sinclair Lewis Society by Sally E. Parry

Arrowsmith 100 years later: Osterholm Links Lewis’s Novel to Modern Society by Shalon Wilber

Becoming A Writer: A Review of Writers Like Us: My Life with Sinclair Lewis, by Barnaby Conrad, with Barnaby Conrad III by Shaun F. Richards

Sinclair Lewis and the Pulitzer …