Digital Commons Network^™

Video Conversation Aids To Assist In Goals-Of-Care Discussions With Older Adults In A Medical Setting: A Systematic Review, Ashna S Karpe, Mokunfayo O Fajemisin, Stephanie Martinez Ugarte, Lara Ouellette, Martin L Blakely, Gina H Khraish, Shreyans V Sanghvi, Min J Kwak, Jessica L Lee, Lillian S Kao, Thaddeus J Puzio

Library Staff Publications

Background

Methods

Creating A Collaborative And Impactful Research Environment: Community Partner Reflections On The Destress-Ii Study, Jane Horrell, Alison Mcloughlin, Felicity Thomas, Kathryn Berzins, Susanne Hughes, Keith Guppy, Phillip Perkins, Ralph Corkhill, Debbie Sherlock, Saiqa Ahmed, Saima Gul, Keith Holt, Karen Coombes, Farheen Yameen, Oliver Hamer, Katrina Wyatt

Peninsula Medical School

Background: Patient and public involvement and engagement can improve the relevance and impact of research yet ‘impact’ is often framed narrowly around study findings rather than the experiences of those involved. Understanding how involvement affects individuals is important, particularly in areas such as mental health where there is significant potential for power differentials within the research process. The DeStress-II project co-developed a training resource to help primary care practitioners support people experiencing poverty-related mental distress. Community Partners with lived experience were integral to the project, contributing to training delivery, online resource co-production, and implementation analysis. This paper explores what supported …

Integrating Mcdm Techniques For Optimized Task Offloading In Multi-Uav- Enaled Mobile Edge Computing System, Amira Salam

Neutrosophic Systems with Applications

Carefully choosing a task offloading strategy is crucial for optimizing task scheduling and offloading strategies in a multi-UAV system. Regarding cost, responsiveness, scalability, and data security, each strategy has pros and cons. As a result, selecting the best offloading technique is essential to multi-UAV mobile edge computing task scheduling optimization. A methodical and well-informed decision-making process accomplishes this.

The current study introduces a new hybrid methodology for the multi-criteria decision-making (MCDM) model, known as IVNs-DEMATEL-ANP-VIKOR. The purpose of this model is to find and choose an efficient task offloading strategy. With this method, we use IVNs-DEMATEL to show how different …

Mapping Sustainability To Cybernetic-Generative Artificial Intelligence-Based Education: An Innovative Neutrosophic Orbifold-Lattice Methodology, Mona Mohamed, Ahmed A. Metwaly

Neutrosophic Systems with Applications

The lightning-fast development of artificial intelligence (AI), notably generative artificial intelligence (Gen AI) technologies, has intrigued multiple disciplines, particularly education. In this context, Large Language Models (LLMs) serve as beneficial cognitive resources that address knowledge deficits and provide tailored educational support for learners and staff. For learners, LLMs are regarded as knowledgeable educators who offer prompt, focused responses and rationales to tricky queries. Whereby LLMs for staff, Strength enhancer, automating tedious tasks, and creating intelligent resources.Gen AI’s rapid growth offers enormous obstacles for educational systems, compelling them to discover solutions for these obstacles.

Conceptually, cybernetics is leveraged for bridging the …

Clair3-Rna: A Deep Learning-Based Small Variant Caller For Long-Read Rna Sequencing Data, Zhenxian Zheng, Xian Yu, Lei Chen, Yan-Lam Lee, Cheng Xin, Angel On Ki Wong, Miten Jain, Rupesh K Kesharwani, Fritz J Sedlazeck, Ruibang Luo

Faculty, Staff and Students Publications

Variant calling with long-read RNA sequencing (lrRNA-seq) helps to analyze full-length isoforms and gene expression but is complicated by high error rates, transcript diversity, RNA editing events, etc. Here, we propose Clair3-RNA, the first deep learning-based variant caller tailored for lrRNA-seq data. Building upon Clair series' pipelines, Clair3-RNA enhances lrRNA-seq variant calling using optimized techniques, such as uneven coverage normalization, refined training data, editing site discovery, and haplotype phasing to enhance performance. Clair3-RNA supports various platforms, including PacBio, ONT complementary DNA sequencing (cDNA), and ONT direct RNA sequencing (dRNA). Clair3-RNA achieved a ~ 91% SNP F1-score on the ONT platform …

Multiple Sclerosis: An Ethnically Diverse Disease With Worldwide Equity Challenges Accessing Care, Victor M Rivera

Faculty, Staff and Students Publications

Multiple sclerosis (MS) affects approximately 2.9 million people in the world, exerting a significant economic and societal burden. The disease is increasingly identified among populations considered as uncommonly affected. MS is reported in all regions of the World Health Organization (WHO) member states in Africa, the Americas, South-East Asia, Europe, the Eastern Mediterranean and the Western Pacific, affecting all ethnicities while exhibiting substantially variable prevalences. Countries with high MS prevalence and some with moderate frequencies generally have economically better structured healthcare systems. Nevertheless, health disparities in these countries are accentuated by suboptimal accessibility of care for their minorities, immigrants and …

Cache-Conscious Sparse Matrix Dense Matrix Multiplication On Gpus, Haoqiang Guo

LSU Doctoral Dissertations

Over the past decade, high-performance deep learning has evolved into a critical research domain, driven by the demand for efficient models and high inference throughput. Deep learning architectures have shifted from stacked convolutional layers to transformer-based models, while pruning techniques and graph-structured data have established sparse matrix–dense matrix multiplication (SpMM) as a fundamental kernel—particularly in graph neural networks (GNNs). Modern GPUs, with their massive parallelism and high-bandwidth memory, offer immense potential for accelerating these workloads. While SpMM implementations using the compressed sparse row (CSR) format remain common to avoid conversion overhead, preprocessing-based methods have recently demonstrated superior potential. In GNN …

Charters In Patient-Engaged Research: A Scoping Review Of Current Evidence, Jenny Martínez, Catherine V. Piersol, Richard W. Hass, Felicia Chew, Amy Cunningham, Sharon L. Larson

College of Population Health Faculty Papers

AIMS: Research study charters facilitate shared governance and power sharing with research partners when developed collaboratively and early on in a study. Study charters are negotiated and developed on a study-by-study basis, offering insight into study-specific dynamics between research partners and investigators, as well as the factors that each identify as important for their collaboration. This review aimed to map and synthesize existing evidence on the development, structure, and implementation of research study charters used in patient-engaged research.

METHODS: We searched peer-reviewed literature published worldwide in English between January 2019 and January 2025.

RESULTS: Our final sample consisted of 17 …

Implementation Of Single-Pill Combination Medication For Hypertension Treatment By Nonphysician Health Care Workers At Primary Healthcare Facilities In Nigeria: An Explanatory Mixed Methods Study, Emmanuel I Okpetu, Chisom Obiezu-Umeh, Boni M Ale, Abigail S Baldridge, Rosemary C B Okoli, Grace J Shedul, Gabriel L Shedul, Nanna R Ripiye, Ikechukwu A Orji, Lisa R Hirschhorn, Dike B Ojji, Mark D Huffman, Hypertension Treatment In Nigeria Program Investigators

2020-Current year OA Pubs

BACKGROUND: Single-pill combination (SPC) therapy improves hypertension control; however, its implementation in primary care settings remains limited. In Nigeria, there is insufficient evidence on factors influencing SPC uptake, particularly from the perspective of healthcare workers (HCWs). This study examined the implementation of SPC medications for hypertension treatment by nonphysician HCWs at primary healthcare facilities (PHCs) in Nigeria.

METHODS: An explanatory sequential mixed methods study was conducted, building on a cluster randomized controlled trial embedded within the Hypertension Treatment in Nigeria Program. The trial compared SPC medications with free-equivalent combination therapies across 60 PHCs (January-June 2021). A subsequent qualitative component (September-December …

Acl Injuries In Major League Soccer: A 10-Year Analysis Of Injury Rate And Return To Play, And Performance Metrics By Player Position, Brian Forsythe, Catherine Hand, Camden Bohn, Francis Hand, Vahram Gamsarian, Daanish Khazi-Syed, Joshua Chang, Vikranth Mirle, Eric Giza, Robert Brophy, Danyal Nawabi, Bert Mandelbaum

2020-Current year OA Pubs

BACKGROUND: Anterior cruciate ligament (ACL) injuries are among the most debilitating injuries in professional soccer, often leading to extended recovery times and performance impacts. While much is known about ACL injury outcomes in European leagues, data specific to the Major League Soccer (MLS) remains limited.

PURPOSE/HYPOTHESIS: This study aimed to assess the return to play (RTP) times, RTP rates, and performance outcomes after ACL reconstruction in MLS athletes. It was hypothesized that RTP times would improve over the study period and that player performance would stabilize by the third post-injury season, consistent with findings from other professional soccer leagues.

STUDY …

Enteric Nervous System Degeneration In Human And Murine Cln3 Disease, Is Ameliorated By Gene Therapy In Mice, Ewa A Ziółkowska, Letitia L Williams, Matthew J Jansen, Sophie H Wang, Elizabeth M Eultgen, Jaiprakash Sharma, Marco Sardiello, Rebecca P Bradley, Ineka T Whiteman, Mark S Sands, Robert O Heuckeroth, Jonathan D Cooper

2020-Current year OA Pubs

Severe gastrointestinal (GI) symptoms occur in people with CLN3 disease, a neurodegenerative disorder. If left untreated these GI symptoms compromise life quality and may contribute to death. We hypothesized GI symptoms in CLN3 disease are at least partially due to neurodegeneration in the enteric nervous system (ENS), the master regulator of bowel function. We examined the integrity of the ENS in human CLN3 autopsy small bowel and colon, and in CLN3 deficient (Cln3Δex7/8) mice. We performed detailed immunohistological analyses of enteric neurons and glia and assessed bowel transit times at multiple disease stages. We then tested the therapeutic potential of …

Gated Multi-Source Forcing For Auto-Regressive Sequence Generation, Victor Carbune, Florian Hartmann

Defensive Publications Series

In decentralized machine learning environments, a local model's auto-regressive sequence generation may have performance limitations compared to a larger, centralized model, as it could lack a mechanism to leverage external knowledge during inference. A gated, multi-source forcing mechanism can dynamically evaluate a local model's uncertainty during the generation process, for example, by calculating prediction entropy. If uncertainty exceeds a configurable threshold, a token may be retrieved from an external teacher source, such as a remote centralized model or an on-device data corpus. This retrieved token can then be injected into the local model's decoding stream to guide its subsequent generation. …

Green Pharmaceutical Systems: Alpha-Tocopherol Encapsulation In Nanostructured Lipid Carriers Via Microwaves-Based Technique As Advanced Topical Drug Delivery Systems, Hayder Kadhim Drais, Mohammed A Albarki, Hayder Ridha-Salman, Ahmed Abbas Hussein, Ashraf Abbas Drais

Al-Mustaqbal Journal of Pharmaceutical and Medical Sciences

Alpha tocopherol (Vitamin E) is practically insoluble in water. It is important for skin health due to its many therapeutic actions, such as antioxidant, anti-inflammatory, and photoprotection. Therefore, the purpose of this study is to develop, prepare, and evaluate nanostructured lipid carriers (NLCs)-based hydrogels as a topical dosage form to improve stability and therapeutic activity of vitamin E. The microwave-based method prepared five lavender oil-based NLCs (LN1–LN5) formulations that were assessed thermodynamically and entered into characterization processes. Hydrogels formulations based on NLCs (LNG1–LNG5) were prepared and evaluated. All of the lavender oil-based NLC formulations (LN1–LN5) had suitable surface charge, a …

Full Issue, Kritika Kultura

Kritika Kultura

No abstract provided.

On An Island, Somewhere, Neal Amandus Gellaco

Kritika Kultura

No abstract provided.

Bagong Dating, Efmer E. Agustin

Kritika Kultura

No abstract provided.

Ekphrasis By Sand, Buwan Sayajon

Kritika Kultura

No abstract provided.

Metamorfascis, Kristine Ong Muslim

Kritika Kultura

No abstract provided.

Willie “I’M Just A Ceo” Cruz Meta, Doomscrolling, And Social Marketing Solutions And Social Marketing Solutions, Lawrence Bernabe

Kritika Kultura

No abstract provided.

Willie “Ceo Lang Ako” Cruz Meta, Doomscrolling, And Social Marketing Solutions, Amado Anthony G. Mendoza Iii

Kritika Kultura

No abstract provided.

The Little Mermaid, Alpine Christopher Patio Moldez

Kritika Kultura

No abstract provided.

Practical Applications And Theoretical Possibilities On The Study Of Kapres Of The Sociedad Científica, Christian Jil Benitez

Kritika Kultura

No abstract provided.

Ang Munting Sirena, Alpine Christopher Patio Moldez

Kritika Kultura

No abstract provided.

Toward Somewhere Livable: Contemporary Filipino Fiction Against Primers Of Values, Edgar Calabia Samar

Kritika Kultura

This introduction to the Kritika Kultura special issue positions contemporary Filipino fiction as a counter-practice to state-driven moral discourses that flatten history, depoliticize crisis, and naturalize inequity. Reading against the NCCA’s Filipino Values for the Common Good, the essay argues that literary work in Filipino refuses the primer’s rhetoric of timeless virtues by foregrounding structural violence, decolonial epistemologies, and the uneven terrains of translation. Through close attention to the nine selected works written originally in Filipino— and to the English translations that accompany them—the introduction shows how fiction enacts a literacy of refusal that interrupts the coercive demands of state, …

Exploring K-Pop Fandom As A Space Of Support: The Case Of Lgbtq+ Fans From Australia And The Philippines During The Covid-19 Pandemic, Thomas Baudinette, Kelsey Scholes

Kritika Kultura

This article draws upon qualitative interviews with seventeen LGBTQ+ individuals to explore the role of K-pop fandom in providing support to queer communities during the COVID-19 pandemic. The article adds a new critical perspective into academic and journalistic accounts of K-pop fandom to insist on K-pop consumption as a practice that fundamentally improves fans’ mental health. Beginning by establishing how K-pop fandom spaces, particularly on social media, were considered to already support LGBTQ+ fans’ attempts to make sense of their gendered and sexual identities under societal heteronormativity, the article details specific benefits that LGBTQ+ fans experienced with regard to their …

Red Flag In The Pearl Of The Orient?: The Image Of China In The Philippine Periodical La Solidaridad (1889-1895), Lois Mauri Anne Liwanag, Tiffany Ritz Mendoza, Sophia Marie Enriquez, Vianca Jamyla Joven, Leslie Anne Liwanag, Michael Charleston "Xiao" Chua

Kritika Kultura

This paper attempts to deduce how certain articles in La Solidaridad that specifically discussed China present a general image of the said Celestial Empire. Its significance lies in the fact that it can provide further knowledge of how Filipino intellectuals of that time perceive the Philippines in relation to its neighbors in Asia as well as the dynamics of the region’s political situation. This article is also important due to its potential to provide a Filipino perception of China before it was altered by the Philippine-Chinese territorial conflict that emerged during the latter part of twentieth century. This paper has …

Symbolism In Liu Yichang’S Inside The Temple, Lingshuang Lai, Yue Zhang

Kritika Kultura

Liu Yichang’s (刘以鬯, 1918–2018) novella Inside the Temple (Sinei; 寺内), has been widely regarded, along with The Drunkard (Jiutu; 酒徒) and Intersection (Duidao; 对倒), as one of the best representatives of Liu’s work due to its narrative completeness and unique literary style. This article explores the symbols that Liu adopts in Sinei as he merges Western stream-of-consciousness techniques with Chinese poetic language. Liu’s synthesis offers fresh insight into humanity, life, and society from two perspectives: “abstract” and “concrete.” Certain images in the novella carry an “abstract” geometric quality and can be categorized as either symbols of the “straight line” (zhixian; …

Towards A Trans-Ethnic Representation Of Survival: Illness And Medical Writing In The Rag Doll Plagues, Qianqian Xu, Baojie Li

Kritika Kultura

As a peculiar condition affecting the body or mind, illness is an inescapable aspect of human existence. While intimately connected to the body, it does not belong solely to the domain of natural science. Instead, illness is a phenomenon inherently embedded in power relations and cannot be understood without the influence of external factors such as politics, religion, ideology, and economics. In Alejandro Morales’s historical novel The Rag Doll Plagues, the diachronic histories of different geographic spaces intersect synchronically due to the pervasive presence of human disease. Morales invites readers to explore the interplay between illness— particularly epidemic and pandemic …

Whose Story Is It? Postcolonial Racialization, Social (Im)Mobility, And Crony Capitalism In Tash Aw’S Five Star Billionaire, Chi Miao

Kritika Kultura

Malaysian Chinese author Tash Aw’s novel Five Star Billionaire narrates the stories of five Malaysian Chinese individuals striving to establish themselves in Shanghai by seeking opportunities for advancement, economic prosperity, and personal transformation. Drawing from Dan Shen’s narratological theory of dual narrative dynamics, which states how texts can have overt and covert narrative progressions, this article elucidates the novel’s hidden agenda by exploring how the characters’ experiences in contemporary China are intricately connected to their past in Malaysia. If interpreted according to the narrative’s overt progression, Five Star Billionaire depicts individuals who are enticed and ensnared by the forces of …

Korean Division Trauma And Mourning Communities, Kim Seok, Kim Jong Gon

Kritika Kultura

Division trauma is marked by traits specific to the Korean context, including extreme ideological polarization and a complex mix of superiority and inferiority. Our research introduces the concept of “mourning communities” as a framework for collective healing. It synthesizes the psychoanalytic theory of mourning with Turner’s notion of Communitas, understood here as an evolving mode of social engagement. While previous studies have attributed division trauma to the collapse of the “Nation≠State” caused by colonial rule and the Korean War, they have not fully accounted for its enduring impact on Korean society. We argue that division trauma was internalized within the …