Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network™

Open Access. Powered by Scholars. Published by Universities.®

Discipline
Institution
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 57811 - 57840 of 1517247

Full-Text Articles in Entire DC Network

Improving Large Language Models’ Summarization Accuracy By Adding Highlights To Discharge Notes: Comparative Evaluation, Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P. Deek, Zhe He, Vipina K. Keloth, Hao Liu, Gai Elhanan, Andrew J. Einstein Jul 2025

Improving Large Language Models’ Summarization Accuracy By Adding Highlights To Discharge Notes: Comparative Evaluation, Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P. Deek, Zhe He, Vipina K. Keloth, Hao Liu, Gai Elhanan, Andrew J. Einstein

School of Computing Faculty Scholarship and Creative Works

Background: The American Medical Association recommends that electronic health record (EHR) notes, often dense and written in nuanced language, be made readable for patients and laypeople, a practice we refer to as the simplification of discharge notes. Our approach to achieving the simplification of discharge notes involves a process of incremental simplification steps to achieve the ideal note. In this paper, we present the first step of this process. Large language models (LLMs) have demonstrated considerable success in text summarization. Such LLM summaries represent the content of EHR notes in an easier-to-read language. However, LLM summaries can also introduce inaccuracies. …

Go to article

Small Current, Big Potential: Bridging Mechanistic Insight Of The Sk Channel With Translational Promise, Yang Zheng, Miao Zhang, Nipavan Chiamvimonvat Jul 2025

Small Current, Big Potential: Bridging Mechanistic Insight Of The Sk Channel With Translational Promise, Yang Zheng, Miao Zhang, Nipavan Chiamvimonvat

Pharmacy Faculty Articles and Research

"Atrial fibrillation (AF) is the most prevalent cardiac arrhythmia, with a lifetime risk of approximately 1 in 4 for adults aged 40 years and above. Despite advances in clinical management, AF remains a major public health concern. Its burden extends beyond symptoms; it quadruples the risk of heart failure and increases the likelihood of stroke fivefold – strokes that are often more severe and fatal than those unrelated to AF. In the United States alone, AF-associated healthcare costs exceed $26 billion annually, and the cost is projected to grow as the population ages (Ko et al., 2025). Regarding current treatments, …

Go to article

Sekema Gentles V. Borough Of Pottstown Jul 2025

Sekema Gentles V. Borough Of Pottstown

2025 Decisions

USDC for the Eastern District of Pennsylvania

Go to article

Refugee Law Lab Consultation Report On Bill C-2, Sean Rehaag, Petra Molnar, Simon Wallace Jul 2025

Refugee Law Lab Consultation Report On Bill C-2, Sean Rehaag, Petra Molnar, Simon Wallace

Commissioned Reports, Studies and Public Policy Documents

This Report documents consultations undertaken by the Refugee Law Lab (RLL) with refugee advocacy communities in response to proposed legislation, Bill C-2, the Strong Borders Act. The report: a) Provides an overview of Bill C-2, highlighting its impacts on immigration and refugee law b) Outlines critiques of Bill C-2 made by advocacy and human rights organizations c) Describes the RLL, its consultation objectives, and methodologies d) Presents key themes from the RLL's consultations e) Proposes an action plan for the RLL and recommendations for other university-based researchers.

Go to article

Lindenwood Teams Up With Cardinals For Girls Softball Clinics, Lindenwood University Jul 2025

Lindenwood Teams Up With Cardinals For Girls Softball Clinics, Lindenwood University

Archived Lindenwood Press Releases

No abstract provided.

Go to article

Multi-Scale Color Correction And Contrast Enhancement Via Leaf In Wind Optimization For Improved Weld Defect Detection In Non- Destructive Testing, Senthil Anand N Mr Jul 2025

Multi-Scale Color Correction And Contrast Enhancement Via Leaf In Wind Optimization For Improved Weld Defect Detection In Non- Destructive Testing, Senthil Anand N Mr

Theses and Dissertations

Image enhancement is an essential process in numerous fields, including industrial inspection, medical imaging, remote sensing, and photography, as it improves image quality for accurate analysis and interpretation. Among the advanced image enhancement techniques, Focused Super Resolution (FSR) with Self-Attention Single Candidate Optimizer-based Generative Adversarial Networks (GANs) is specifically designed for weld defect detection, while Advanced Image Enhancement through Multi-scale Color Correction and Contrast Stretching using Leaf in Wind Optimization focuses on enhancing the overall visual quality of images. Although both approaches aim to improve image quality, they differ significantly in their objectives and application areas. The FSR method concentrates …

Go to article

Coli@Fire2024: Findings Of Word-Level Code-Mixed Language Identification In Dravidian Languages, Asha Hegde, Fazlourrahman Balouchzahi, Sabur Butt, Sharal Coelho, Kavya G, Harshitha S. Kumar, Sonith D, Shashirekha H. L., Ameeta Agrawal Jul 2025

Coli@Fire2024: Findings Of Word-Level Code-Mixed Language Identification In Dravidian Languages, Asha Hegde, Fazlourrahman Balouchzahi, Sabur Butt, Sharal Coelho, Kavya G, Harshitha S. Kumar, Sonith D, Shashirekha H. L., Ameeta Agrawal

Computer Science Faculty Publications and Presentations

Code-mixing, a linguistic phenomenon where multiple languages are blended within a single text, has become increasingly prevalent in multilingual societies, particularly in digital communication. The CoLI-Dravidian shared task, organized as part of Forum for Information Retrieval and Evaluation (FIRE) 2024, aimed to address these challenges by inviting researchers to develop models capable of classifying words in code-mixed texts involving Dravidian languages — Tamil, Kannada, Malayalam, and Tulu - interwoven with English. The task presents significant challenges due to the complexity of linguistic structures, mixed-language tokens, and dialectal variations, especially in low-resource languages like those in the Dravidian family. The participating …

Go to article

Scoring Goals With Autistic Children: Decision Making And Successful Implementation, Victoria Henbest, Brenda L. Beverly Jul 2025

Scoring Goals With Autistic Children: Decision Making And Successful Implementation, Victoria Henbest, Brenda L. Beverly

APLL Lab Presentations

No abstract provided.

Go to article

Efficient Small Tool Detection In Construction Via Lightweight Deep Neural Networks, Maryam Soleymani Jul 2025

Efficient Small Tool Detection In Construction Via Lightweight Deep Neural Networks, Maryam Soleymani

LSU Master's Theses

Construction sites are dynamic and inherently hazardous environments, where small hand tools—although essential—pose serious safety risks due to their frequent use, portability, and tendency to be misplaced or dropped. This study introduces a novel and lightweight deep learning-based architecture, Lightweight Small Tool Detection (LSTD), specifically designed for fast detection of small tools in unstructured and challenging construction environments. Recognizing that small object detection remains a persistent limitation in existing computer vision models, particularly under poor lighting or cluttered backgrounds, LSTD integrates advanced modules for enhanced feature extraction, fusion, and classification. It achieves notable improvements in accuracy, recall, and computational efficiency …

Go to article

Responding To Police Perjury, David R. Katner Jul 2025

Responding To Police Perjury, David R. Katner

Cleveland State Law Review

The way in which defense lawyers phrase their challenges in criminal proceedings where police witnesses are thought to have committed perjury might place decisionmakers in the awkward position of unintentionally or intentionally coming to the aid of the witnesses who are unable to defend themselves during closing arguments. This article proposes a shift in the paradigm of how defense counsel characterize and handle testimony that seems untruthful, without having to engage in tactics that intend to be disrespectful to all police officers, let alone to the witnesses in the trial. Creating a continuum from absolute truthfulness to absolute untruthfulness and …

Go to article

Sterilized Speech: The U.S. Impacts Of E.U. Digital Service Rules, Jelena Laketić Jul 2025

Sterilized Speech: The U.S. Impacts Of E.U. Digital Service Rules, Jelena Laketić

Cleveland State Law Review

In recent decades, online platforms have transformed how people communicate and interact. Speech on platforms has enabled commerce, driven political processes, facilitated revolution, and built communities. Distinguishing between beneficial and harmful content, however, has grown increasingly difficult. Beginning with the new legal framework for the illegal distribution of copyrighted works and the dissemination of audiovisual and terrorist content, the E.U. has taken the global lead and change in regulating online speech. The culmination of this approach has been the recent adoption of the Digital Services Act (DSA), which promises to revolutionize online platforms’ liability. This Article argues that the new …

Go to article

Understanding Interpreter Services, Mariana Castano Lizarazo, Joumana De Santiago Jul 2025

Understanding Interpreter Services, Mariana Castano Lizarazo, Joumana De Santiago

Research Scholars

No abstract provided.

Go to article

Public Safety: Roles And Responsibilities, Yaritza Berrios, Joshua Houck Ba Nrp Jul 2025

Public Safety: Roles And Responsibilities, Yaritza Berrios, Joshua Houck Ba Nrp

Research Scholars

No abstract provided.

Go to article

All Eyes On Me: Security And Preventative Measures In The Era Of Shoplifting, Clarissa Guevarra Jul 2025

All Eyes On Me: Security And Preventative Measures In The Era Of Shoplifting, Clarissa Guevarra

Master's Theses

The passing of CA bills ranging from AB 1779 to SB 1416, and Proposition 36 aims to combat a supposed rise in retail theft, particularly denoting the increase in organized retail theft. This research investigates the accuracy of mainstream narratives surrounding retail theft, focusing on the various security strategies adopted by major retailers—namely, Walmart and Target stores—in the San Francisco Bay Area. The study aims to analyze the different types of security (human and physical), and their efficacy, and to envision alternative strategies to address theft beyond the adoption of punitive security strategies. Using a visual ethnographic approach, supplemented with …

Go to article

The Relationship Between Psychological Contract Breach And Work Motivation And Attitude Among Tech Employees: The Moderating Role Of Conscientiousness, Rama E. Khoury Jul 2025

The Relationship Between Psychological Contract Breach And Work Motivation And Attitude Among Tech Employees: The Moderating Role Of Conscientiousness, Rama E. Khoury

Master's Theses

There has been some research on moderating factors of the relationship between psychological contract breach (PCB) and work engagement and affective commitment. However, most studies conducted have mainly focused on situational factors (e.g., job satisfaction, exchange imbalance), not on individual factors (e.g., personality traits). This research gap leaves a question in the role that personality traits play in influencing the negative consequences of PCB. The purpose of this study was to examine the moderating role of conscientiousness on the relationship between PCB and two outcomes, work engagement and affective commitment. Hypotheses were tested using 103 technology industry employees in the …

Go to article

Generalizability Of Existing Ai Models For Automatic Disfluency Detection In Children's Speech, Caryn W. C. Iwakiri Jul 2025

Generalizability Of Existing Ai Models For Automatic Disfluency Detection In Children's Speech, Caryn W. C. Iwakiri

Master's Theses

Achieving consensus in identifying disfluencies and diagnosing developmental stuttering has been a significant challenge for many clinicians, particularly in young bilingual children, who tend to show increased disfluencies. Artificial intelligence (AI) has the potential to recognize more complex yet systematic patterns that might not be easily observable by even trained clinicians. It also has the potential to bring consistency in the measurement of stuttered speech. This study compares the performance of four AI models, their performance on detecting disfluencies including both stutter-like-disfluencies (SLD) and typical disfluencies (TD) in monolingual and bilingual children's data, then explores whether increasing the quantity of …

Go to article

Replicating Vignoles Et Al. Results On Multidimensional Self-Construal: Comparing The United States, East Asia, Southeast Asia, And Latin America, Jon Lorenz A. Lim Jul 2025

Replicating Vignoles Et Al. Results On Multidimensional Self-Construal: Comparing The United States, East Asia, Southeast Asia, And Latin America, Jon Lorenz A. Lim

Master's Theses

Contemporary research on self-construal indicates that people define and perceive themselves either as independent or interdependent. Self-construal scales have become the most common method to quantitatively measure both types of self-construal across the United States, East Asia, Southeast Asia, and Latin America. Multidimensional measures of the self tend to be more accurate in defining the self than earlier dichotomous scales. In general, European Americans and Latin Americans perceived themselves as independent and East and Southeast Asians as interdependent. In the current study, undergraduate European American, East Asian American, Southeast Asian American, and Latin American students from San Jose State University …

Go to article

Union Employees’ Perceptions And Lived Experiences Of Organizational Culture And Job Satisfaction In Michigan Manufacturing Organizations, Angela Wantuck Jul 2025

Union Employees’ Perceptions And Lived Experiences Of Organizational Culture And Job Satisfaction In Michigan Manufacturing Organizations, Angela Wantuck

Walden Dissertations and Doctoral Studies

Manufacturing organizational cultures steeped in tradition, corporate loyalty, and paternalistic values have experienced a decrease in union employee engagement and organizational satisfaction. Manufacturing leaders are concerned with this decrease as a primary indicator of employee walkouts or union strikes, impeding the manufacturing process, and affecting market share, profitability, and local economies. The purpose of this qualitative hermeneutic phenomenology study was to explore the union employees’ perceptions and lived experiences of organizational culture and job satisfaction in Michigan manufacturing organizations. Shaped by Schein’s organizational culture theory, the research question queried the perceptions of the union-represented employees as a subculture in the …

Go to article

Quantifying The Economic Burden Of Cancer In California Using Advanced Analytics, Terence Casey Kelley Jul 2025

Quantifying The Economic Burden Of Cancer In California Using Advanced Analytics, Terence Casey Kelley

Walden Dissertations and Doctoral Studies

Cancer imposes a significant and multifaceted economic burden on California’s health care system and communities. Despite extensive national data, California-specific cost analyses have been outdated and limited. This study quantified California’s cancer-care burden through a quantitative, cross-sectional design grounded in the cost-of-illness framework and human-capital theory. A retrospective modeling approach used 2015–2023 data from the California Cancer Registry, National Cancer Institute, National Program of Cancer Registries, and California’s all-payer claims database. California’s economic burden from cancer was estimated using a meta-analysis of national cost data, which was then applied to state-specific cancer incidence, prevalence, and mortality through a multicriteria decision …

Go to article

Infants' Visual Preference For Expansive And Contractive Body Postures: An Eye-Tracking Study, Maryam Rostami-Aghoui, Caroline Floccia, Farid Pazhoohi Jul 2025

Infants' Visual Preference For Expansive And Contractive Body Postures: An Eye-Tracking Study, Maryam Rostami-Aghoui, Caroline Floccia, Farid Pazhoohi

School of Psychology

Nonverbal communication is pivotal in early social and emotional development, with body postures serving as crucial cues. While extensive research has explored infants' recognition of emotions from facial expressions, a significant gap remains in understanding their visual inclinations towards body postures. Despite some studies on adults, there has been a lack of investigation into how infants respond to deliberate displays, particularly using eye-tracking methods. This research addresses this gap by examining whether infants exhibit a preference for expansive postures over contractive ones. A sample of 18 infants aged 12–24 months participated in the study, with their gaze patterns measured across …

Go to article

Public Understanding Of And Engagement With Community Health Workers And Promotores De Salud: Findings From Two National Surveys, Elizabeth A. Rohan, Julie S. Townsend, Andrea Torres, Hope L. Thompson, Dawn M. Holman, Avid Reza, Felicia Solomon Tharpe, Erin Caple, Ashley Wennerstrom Jul 2025

Public Understanding Of And Engagement With Community Health Workers And Promotores De Salud: Findings From Two National Surveys, Elizabeth A. Rohan, Julie S. Townsend, Andrea Torres, Hope L. Thompson, Dawn M. Holman, Avid Reza, Felicia Solomon Tharpe, Erin Caple, Ashley Wennerstrom

School of Public Health Faculty Publications

INTRODUCTION: Community health workers (CHWs) can improve health by helping people navigate health care services and systems and connecting them to community services that address nonmedical factors such as food insecurity, housing, and transportation. While CHWs have long been part of the US public health system, there are no data, to our knowledge, on the public's familiarity and interactions with CHWs. METHODS: We analyzed data from the 2022 Porter Novelli FallStyles and Estilos surveys, online market research surveys of the general public delivered in English (FallStyles) or primarily Spanish (Estilos). Each survey asked the same 4 questions on familiarity and …

Go to article

Beyond Scrolling: Social Media’S Impact On Creativity, Gabriel Owusu, Murad Moqbel Jul 2025

Beyond Scrolling: Social Media’S Impact On Creativity, Gabriel Owusu, Murad Moqbel

Information Systems Faculty Publications

Although prior research has explored social media’s impact on team creativity and knowledge management, its influence on individual creative performance remains understudied. Drawing on Transactive Memory Systems (TMS) theory, this research investigates how social media deep structure use affects individual creative performance through TMS dimensions: specialization, credibility, and coordination. We surveyed 362 U.S. active social media users, focusing on Facebook usage, and tested the hypothesized relationships using structural equation modeling. Findings reveal that social media deep structure use significantly influences TMS dimensions, which enhance creative performance through individual creative efficacy. This study extends TMS theory to individual creativity and introduces …

Go to article

Deciphering The Apomixis Reproductive Trait And Its Manipulation Strategies To Enhance Crop Improvement, Mohd Razik Midin, Aiesyaa Majdiena Emlee, Mohamad Azimi Shaharudin, Fadzlin Qistina Fauzan, Siti Fatimah Zakaria, Emelda Rosseleena Rohani, Farah Ayuni Farinordin Jul 2025

Deciphering The Apomixis Reproductive Trait And Its Manipulation Strategies To Enhance Crop Improvement, Mohd Razik Midin, Aiesyaa Majdiena Emlee, Mohamad Azimi Shaharudin, Fadzlin Qistina Fauzan, Siti Fatimah Zakaria, Emelda Rosseleena Rohani, Farah Ayuni Farinordin

Turkish Journal of Botany

In plants, apomixis is the process of asexual reproduction when seeds are produced from the maternal tissues of the ovule. Gametophytic and sporophytic apomixis develop with distinctive mechanisms and are molecularly triggered either by hybridization or polyploidization. As apomixis involves meiosis suppression and parthenogenesis, these events are likely to be genetically driven. T he apomictic trait is associated with several genes that need a diploid or aneuploid gamete for their transfer in polyploid species. T he molecular mechanisms driving apomixis in various plant species have been explained by previous investigations into apomictic genes. Apomixis offers agronomic advantages, such as reducing …

Go to article

Global Training In Inflammatory Bowel Disease: Addressing Growing Challenges In Ibd, Jalpa Devi, Anuraag Jena, Adil Hassan, Rushali Lohia, Ignacio Catalan-Serra, Vishal Sharma, Shaji Sebastian Jul 2025

Global Training In Inflammatory Bowel Disease: Addressing Growing Challenges In Ibd, Jalpa Devi, Anuraag Jena, Adil Hassan, Rushali Lohia, Ignacio Catalan-Serra, Vishal Sharma, Shaji Sebastian

Open Access Articles Funded by the University of Nebraska Open Access Publishing Agreements or the former UNO Open Access Fund

Inflammatory Bowel Disease (IBD) is increasing in incidence globally, with low- and middle-income countries (LMICs) facing a rapid surge in disease burden. However, the availability of structured training programs for IBD care remains highly unequal. This review evaluates the current global landscape of IBD workforce training, with an emphasis on identifying gaps and proposing solutions to enhance multidisciplinary preparedness. The IBD care team extends beyond gastroenterologists and includes surgeons, radiologists, pathologists, IBD nurses, dietitians, and mental health professionals. Yet, structured training pathways and credentialing mechanisms are scarce outside of high-income countries. Key barriers include limited access, financial constraints, inadequate infrastructure, …

Go to article

Lived Experiences Of Leader Development And Action Inquiry In For-Profit Social Entrepreneurs, Kymm J. Nelsen Jul 2025

Lived Experiences Of Leader Development And Action Inquiry In For-Profit Social Entrepreneurs, Kymm J. Nelsen

Walden Dissertations and Doctoral Studies

For-profit social enterprises (FPSEs) represent a growing response to urgent social and environmental challenges. Yet little is known about how their leaders develop internal capacities to navigate the tensions of hybrid business models. This interpretive phenomenological analysis (IPA) explored the lived experiences of FPSE leaders, focusing on meaning-making, developmental action inquiry, and leader evolution within profit- and mission-driven contexts. Rooted in ego development theory, developmental action inquiry, and the action logic framework, the study examined intrapersonal and systemic aspects of growth. Eleven U.S.-based FPSE leaders with at least 3 years leading a mission-driven enterprise and 5 years of total leadership …

Go to article

Contracts, Communication, And Contextual Integrity: A Case Study About Student Data Use In Higher Education, Joseph Fessehaye Jul 2025

Contracts, Communication, And Contextual Integrity: A Case Study About Student Data Use In Higher Education, Joseph Fessehaye

Dissertations

This case study examines the contractual agreements between the University of Missouri System and the California State University System with the Educational Advisory Board (EAB), focusing on how these contracts align with institutional student data privacy policies. The research utilizes a Policy Document Analysis approach and explores both universities’ strategic plans, student data privacy guidelines, and the third-party agreements with EAB, using a Contextual Integrity framework to analyze how student data is managed and protected. Through the analysis of these documents, this dissertation investigates whether the flow of student data within the context of these contracts meets institutional privacy standards …

Go to article

Cultura Y Corazón: Latina Elementary School Principals Leading Schools, Mariana M. Alvarez Jul 2025

Cultura Y Corazón: Latina Elementary School Principals Leading Schools, Mariana M. Alvarez

Dissertations

This qualitative participatory study focused on understanding the experiences of Latina elementary school principals on their pathway to school leadership and how cultural intuition and community cultural wealth influence their approaches to school leadership. Chicana Feminist Epistemology (CFE) and Latino Critical Race Theory (LatCrit) framed the study, while testimonio y pláticas served as the methodological framework. The concept of Community Cultural Wealth served as an analytical framework. Students of color often feel their histories, experiences, and languages are undervalued in education. Participants in this study shared challenges in navigating school, coming from families that valued education but faced barriers. Their …

Go to article

Cultivating Belonging: Empowering Hispanic Parents In The U.S. Education System, Kalpana Galagali Jul 2025

Cultivating Belonging: Empowering Hispanic Parents In The U.S. Education System, Kalpana Galagali

Dissertations

This qualitative study explores the experiences of Hispanic families at Bay Area Middle School and the strategies I employed to create a sense of belonging and support for both students and their families. Key strategies included fostering effective communication through Spanish interpreters, celebrating cultural traditions, and organizing inclusive events like the annual cultural fair. Parents expressed gratitude for the personal attention their children received and noted how these initiatives positively impacted their sense of belonging. The findings highlight that cultural integration and community-building efforts significantly enhanced family engagement, transforming perceptions of the school environment from feelings of disconnection to appreciation …

Go to article

Healing Circulos(Circles): Putting Our Educator's Mask First, Janet Martinez-Angeles Jul 2025

Healing Circulos(Circles): Putting Our Educator's Mask First, Janet Martinez-Angeles

Dissertations

Educators play a pivotal role in supporting students throughout their educational journeys. In addition to academic instruction, they provide vital guidance for students' social, emotional, and personal development. They work tirelessly to help students navigate the complexities of education and life, often while shouldering multiple responsibilities and roles beyond the classroom. This dynamic contributes to high attrition rates and weakens the educational system. Much like the familiar safety instructions on an airplane, where passengers are reminded to put on their oxygen masks before assisting others, educators must be given the space, resources, and support to tend to their well-being before …

Go to article

Engagement Of Secondary History Social Science Teachers With Professional Development: A Phenomenological Study, Suzanne Paulazzo Jul 2025

Engagement Of Secondary History Social Science Teachers With Professional Development: A Phenomenological Study, Suzanne Paulazzo

Dissertations

Secondary social science teachers tend to feel disengaged and frustrated with their professional development (PD) experiences. They also feel that recommended meaningful practices appear to be time-consuming, require extra hours of preparation, and rely heavily on collaboration. Using phenomenological methodology, the dissertation research investigated secondary social science teachers' perceptions of their roles as educators, their professional growth, and their motivations for engaging in professional development opportunities. Nine male and one female teacher participants from a History-Social-Science Department in an urban public school in Northern California participated in an interview. This study addressed the following research questions: How do teachers perceive …

Go to article

First Prev Next Last