Digital Commons Network^™

Scalefusion: Hierarchical Feature Aggregation For Unified Multiscale Object Detection, Ayşenur Yaylaci, Berru Kaya, Mehmet Kiliçarslan

Turkish Journal of Electrical Engineering and Computer Sciences

Detecting objects across a wide range of scales, particularly small ones, remains a significant challenge in computer vision. Existing methods often improve small object detection at the cost of performance on larger objects or introduce significant computational overhead through external techniques like image slicing. This paper introduces ScaleFusion, a novel, unified, end-to-end object detection architecture designed to provide robust performance across all scales within a single model. The core of our approach is a hierarchical feature aggregation strategy structured like a tree. ScaleFusion processes an image by running a shared backbone network only on fine-grained patches at the lowest level …

Optimized Immunoprecipitation Identifies Candidate Proteins Associated With Eyespot Protein Eye2 In Chlamydomonas Reinhardtii ​, Esra Öztürk, Telsa Mittelmeier, Carol Dieckmann, Atakan Sukatar

Turkish Journal of Botany

​The EYE2 protein is essential for eyespot assembly and localization in Chlamydomonas reinhardtii, yet the molecular mechanisms underlying its function remain poorly understood. In this study, we present a systematic evaluation and optimization of an immunoprecipitation (IP)-based workflow for isolating EYE2 and its associated protein complexes. Key methodological variables including strain selection, flagella removal, and detergent concentration were compared using western blotting to determine optimal extraction conditions. The combination of the cell wall-deficient cw15 strain, 4% digitonin extraction, and pH shock-mediated deflagellation significantly enhanced IP specificity and reproducibility. Using this optimized protocol, EYE2 and its potential interaction partners were isolated …

Different Chitinase Activity In Nutrient-Enriched Multi-Antagonistic Streptomyces Sp. And Trichoderma Sp. Against Root-Knot Nematodes Meloidogyne Sp., Tri Mujoko, Penta Suryaminarsih, Safira Rizka Lestari

Baghdad Science Journal

The threat of root-knot nematodes to horticultural and plantation crops is a grave concern. To combat this issue, using bacteria and fungi as biological control agents is an effective and efficient approach. This research aims to evaluate the efficacy of Streptomyces sp. strains PS23104 and Trichoderma sp. when grown on nutrient-enriched media as a biological control agent for root-knot nematodes Streptomyces sp. PS23104 and Trichoderma sp. were cultured on enriched EKG media with malt extract, glucose nitrate, pure coconut water, and molasses, while potato extract media without nutrient addition served as the control. The findings indicate that both Streptomyces sp. …

Investigating The Links Between Parent Math Anxiety, Parenting Behaviors, And Child Math Achievement And Math Anxiety In Middle Childhood, Kimia Akhavein

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Existing research indicates that parents’ math anxiety is a robust predictor of children’s math achievement and math anxiety. The current dissertation study moved the literature forward by examining the transmission of parents’ math anxiety to children’s math achievement and math anxiety via autonomy-supportive and controlling parenting behaviors using an observational coding scheme during a homework help task when children were in second grade. The first research aim examined if parents’ autonomy supportive and controlling behaviors mediated the link between parents’ math anxiety and children’s math achievement and math anxiety one year later. The second research aim examined whether parents’ emotion …

Beyond Static Measures: The Predictive Validity And Classification Accuracy Of A Dynamic Assessment Of Decoding For Early Elementary, Bridgett Bakula

Theses and Dissertations

Early and accurate identification of children at risk for reading difficulty is essential to prevent long-term academic failure, yet traditional static assessments often struggle to distinguish between a true reading disorder and a lack of prior instruction. This is particularly evident in the early grades, where floor effects and cultural/linguistic biases limit the classification accuracy of traditional screeners. This study investigated the predictive validity and structural utility of the modifiability index of a dynamic assessment (DA) of decoding, administered in kindergarten. Unlike static measures that evaluate "already actualized" knowledge, DA measures a student's learning potential and modifiability, or the capacity …

Pengembangan Diorama Dunia Mini Kita Sebagai Media Pembelajaran Ipas Pada Materi Denah Lingkungan Di Kelas Iii Sekolah Dasar, Sunya Tiara Putri, Aditya Pringga Satria, Leny Suryaning Astutik

Journal of Innovation and Teacher Professionalism

The present study aimed to develop the Dunia Mini Kita Diorama as a learning medium for the topic of neighborhood maps in Grade III Natural and Social Sciences (IPAS) and to determine its validity and practicality. This study employed the Research and Development (R&D) method using the ADDIE model, which consists of five stages: Analysis, Design, Development, Implementation, and Evaluation. The participants included two media experts, two subject matter experts, one Grade III teacher, and 28 Grade III students of SD Negeri 1 Kalidawir. Data were collected through observations, interviews, documentation, expert validation sheets, and teacher and student response questionnaires. …

Water-Driven Reactivation Of Photosystem Ii In Plagiochasma Appendiculatum, Vineet Soni, Upma Bhatt, Yashwant Sompura

Turkish Journal of Botany

Plagiochasma appendiculatum, a desiccation-tolerant liverwort, offers a unique system for unraveling the biophysical dynamics of photosynthetic recovery upon rehydration. This study employed high-resolution chlorophyll a fluorescence (ChlF) kinetics to clarify the sequential reactivation of photosystem II (PSII) during the desiccation-to-rehydration transition. Upon desiccation, the OJIP transient collapsed into a linear trace, indicating complete photochemical arrest and inactivation of PSII reaction centers (RCs). Rehydration triggered a biphasic recovery, including an initial rapid phase (0–30 min) marked by sharp increases in F0 and Fm , indicative of PSII–LHCII supercomplex reassembly and thylakoid membrane restoration, followed by a stabilization phase (30–125 min) wherein …

Expert Opinion: Management Of Intraocular Inflammation And Vasculitis After Intravitreal Pegcetacoplan For Geographic Atrophy, Thomas Albini, Steven Yeh, Carl Regillo, Roy Schwartz, Philip Ferrone, Caroline Baumal, Charles Wykoff

Wills Eye Hospital Papers

BACKGROUND AND OBJECTIVE: This expert opinion review is intended to provide guidelines for diagnosis and management of intraocular inflammation (IOI) and vasculitis following pegcetacoplan.

PATIENTS AND METHODS: A case series of all post-marketing reports classified by experts as definite or suspected vasculitis over an 18-month period was assessed.

RESULTS: A total of 306,000 pegcetacoplan intravit real injections were given in the real world between March 1, 2023, and August 31, 2024. Twenty-four eyes from 22 patients (mean age 76 years, 59% female) with definite or suspected vasculitis were evaluated. Comorbidities included hypertension (55%), hypo thyroidism (27%), and recent COVID-19 infection …

Swindeitvit: A Soft Voting Vision Transformer Ensemble For Accurate And Explainable Solar Panel Fault Detection, Mahe Zabin

Turkish Journal of Electrical Engineering and Computer Sciences

Solar panels are becoming very essential in providing sustainable energy but they are usually affected by defects on the surface like dust, snow, bird droppings, physical damages and electrical faults which interfere with their performance. These faults must be identified accurately and in a timely manner to enhance energy efficiency, lower the maintenance cost, and supplement the traditional manual methods of inspection which are labor-intensive, time-consuming and subject to human errors in judgment. The most common methods, such as traditional CNNs and hybrid architectures tend to be less accurate, less explainable and cannot be properly evaluated to be deployed in …

Distributed Impressions: How Multiple Minds Come Together To Shape Person Perception, Lindsey J. Tepfer

Dartmouth College Ph.D Dissertations

Moments after perceiving another person, we immediately infer a wealth of information about them. Despite the complexities within our social environments, we distill an incredible magnitude of details available to us into compressed representations of other people’s minds and mannerisms. Yet research has focused largely on mapping isolated stimuli—divorced from its messy context—to the spontaneous impressions they provoke. As a result, there are many unanswered questions about how our judgments are influenced by the rich and noisy social world we inhabit. Here, I’ve leveraged two paradigms to investigate how impression formation and updating may operate when the constraints of the …

Bridging Pediatric To Adult Care In Cystinosis: A Scoping Review Of Healthcare Transition Of Care Protocols And A Roadmap For Future Practice., Sanat Subhash, Nicholas Pantelakis, Kyle Backston, Ruhaan Bajpai, Amir Safadi, Brandon Petrovich, Bradley A. Warady, Maria Diaz-Gonzalez De Ferris, Rupesh Raina

Manuscripts, Articles, Book Chapters and Other Papers

Cystinosis is a rare lysosomal storage disorder that affects approximately 1 in 100,000 to 200,000 live births worldwide. Long-term graft success in cystinosis depends on cysteamine adherence and structured multidisciplinary transition, supported by protocols developed by both pediatric nephrologists and hospital organizations. This review explores institutional and regional care models, structured programs such as the RISE protocol and Got Transition's Six Core Elements, and major barriers including adult nephrology expertise, psychosocial stressors, and insurance coverage gaps. Additionally, we explore the impact of digital health tools for their role in supporting cysteamine adherence and maintaining continuity of care. Emerging technologies such …

Foliar Application Of Methyl Jasmonate And Titanium Nanoparticles Mitigates The Negative Effects Of Salinity On Lettuce Plants, Tahani J. Hijazin

Baghdad Science Journal

Salinity stress is one of the major abiotic factors that significantly impact plant growth. In this regard, this work investigated a way to alleviate the adverse impacts by simultaneously spraying methyl jasmonate and titanium nanoparticles on lettuce (Lactuca sativa L.) plants, which are grown under induced salinity conditions. Two concentrations of salt (100 and 150 mM NaCl) were applied to the plants. After that, simultaneous spraying of methyl jasmonate (0.5 and 1 mM) and titanium nanoparticles (100 and 200 mg/L) was performed on lettuce leaves. Following the application of the previous treatments, the plants were collected, and various …

A Global Imprint Of Gadolinium-Based Contrast Agents Used In Magnetic Resonance Imaging In Drinking Water, Vanessa Hatje, Franciele Castro Novais, Anna Maria Orani, Maria Elisabete Machado, Pere Masque, Marc Metian

Research outputs 2022 to 2026

Since the 1980s, rare earth elements (REE), particularly gadolinium (Gd) used in gadolinium-based contrast agents (GdCA), have revolutionized Magnetic Resonance Imaging (MRI) diagnostics. However, the near-complete persistence of these compounds through wastewater treatment processes has led to widespread global environmental contamination. Here, we present a global assessment of REE concentrations and GdCA signatures in tap water from 148 cities across 89 countries and Antarctica, where anthropogenic Gd ranges from 0.1 to 61.2 ng L–1 and accounts for up to 99% of total dissolved Gd. Contamination hotspots are concentrated in Europe and North America. While Gd levels scale with MRI usage …

Analysis Of The Fracture Toughness Of Ercual A2 Cladding On Api X70 Using The Instrumented Charpy Impact Test, Martín Aguirre-Pulido, Francisco Fernando Curiel-López, Jose Jaime Taha-Tijerina, Jorge Alejandro Verduzco-Martínez, Víctor Hugo López-Morelos, Heriberto Granados-Becerra, Ariosto Medina-Flores

Mechanical Engineering Faculty Publications

The degradation of steel used in the oil industry has become a serious problem due to the high costs associated with material loss from corrosion. Applying thin layers of corrosion-resistant material promises to be a viable alternative for extending the service life of pipelines. ERCuAl-A2 electrode claddings were applied to API X70 carbon steel using the MIG brazing process with direct current (DC) and pulsed current (P). The cladding was applied under three conditions: base material (BM) at room temperature, BM preheated to 120 °C, and Ni-buttered BM. Microhardness profiles and Charpy impact tests were performed on the MB and …

The Exploration Of The Antidiabetic Potentialities Of Bottle Gourd (Lagenaria Siceraria) Fruits Through In Vivo, In Vitro And In Silico Approaches, Arifa Sultana, Fahima Aktar, Fabiha Noushin, Mariam Wahed, Jakir Ahmed Chowdhury, Abu Asad Chowdhury, Shaila Kabir, Md. Shah Amran

Pharmaceutical Sciences and Research

Due to the ineffectiveness, side effects, and high cost of conventional drugs, medicinal plants grabbed the attention to treat diabetes, which has been a global health concern nowadays. Therefore, this study aims to investigate the antidiabetic potentialities of bottle gourd (Lagenaria siceraria) fruits in in vivo, in vitro, and in silico methods. For the in vivo assessment, alloxan-induced diabetic rats were fed food mixed with bottle gourd powder for 21 days. For the in vitro assessment, the alpha-amylase inhibitory assay was used to determine the antidiabetic properties of an ethanolic extract of L. siceraria. For the …

Advancing Data-Driven Health Research From The All Of Us Data Training And Engagement Program, Kristi Sadowski, Debran Tarver, Jennifer Burnette, Allissa Dillman, Regina Renfro, Lafrancis Gibson, Kelli Bursey, Laura Bartlett, Nadine Bonds-Bishop, Lisa Connor, Efraín Flores-Rivera, Sarah Joseph, Yuqi He, Margaret Henderson, Savannah L. Kelley, Maletta Payne, Brett Porter, Kimberly Prosper, Melissa Rethlefsen, For Full Author List, See Comments Below

Faculty Research, Scholarly, and Creative Activity

Background: Fulfilling a recognized need in data skills training for academic librarians, the National Library of Medicine and the National Institutes of Health All of Us Research Program collaborated to enhance academic library workers’ skills in biomedical and public health data, as well as their library's research capacity, through the awareness and use of the All of Us Researcher Workbench. Case Presentation: The All of Us Data Training and Engagement Program for Academic Libraries (ALP) blended professional development training, hands-on learning, and peer-to-peer networking that focused on increasing knowledge of the All of Us Researcher Workbench. Activities were designed to …

Llm-As-A-Judge For Infection Prevention And Control And Antimicrobial Resistance Impact: Comparing Three Main Llms Vs. Human Experts' Assessment, Marcello Di Pumpo, Leonardo Villani, Maria Rosaria Gualano, Danilo Buonsenso, Francesca Raffaelli, Daniele Donà, Patrizia Laurenti, Vittorio Maio, Stefania Boccia, Walter Ricciardi

College of Population Health Faculty Papers

BACKGROUND: Large language models (LLMs) are increasingly used to generate health information, yet their reliability as evaluators remains unclear. This study investigated the feasibility of an LLM-as-a-judge methodology in the context of infection prevention and antimicrobial resistance (AMR), comparing automated ratings with human expert benchmarks.

METHODS: We performed a secondary analysis of an expert-annotated dataset of health messages. Three leading LLMs (ChatGPT, Claude, Gemini) independently evaluated the same messages using an adapted DISCERN tool across five domains: information reliability, quality, AMR impact, persuasiveness, and overall score. We utilized descriptive statistics, intra-rater reliability tests, and mixed-effects ordinal regression to analyze divergence …

God > Grit: A Phenomenological Analysis Of Intrinsic And Extrinsic Motivating Factors For Black Male Students Previously Labeled “At-Risk”, Marcia J. Watson-Vandiver

The Journal of Faith, Education, and Community

This phenomenological study examines the intersections of faith, learning, and racialized experiences in K-12 schooling. In doing so, this research explores the experiences of Black[1] males in U.S. public schools who were once labeled academically or behaviorally “at risk.” Here, at-risk is a term that typically applies to students “in jeopardy of progressing academically due to circumstances that may impact educational performance” (MSDE, 2018). While the purview of academic, school discipline, and behavior discourse are saturated with conversations on racial disparities, the exigent problem still remains. As such, this research provides a nuanced probe into intrinsic and extrinsic motivating …

Navigating Identity, Finding Belonging: Exploring Muslim Students’ Experiences In Higher Education, Milie Majumder

The Journal of Faith, Education, and Community

This phenomenological, qualitative study explores how institutional experiences contribute to Muslim students’ sense of belonging in higher education institutions on the West Coast of the United States. The data presented are drawn from a subset of a larger dissertation study conducted in May 2024. Using an informational survey with open-ended questions and semi-structured interviews, the study examined students’ perceptions of belonging. The sample included 23 survey responses and 10 in-depth interviews. Grounded in the Minoritized Religious and Spiritual Campus Climate (MRSCC) framework, the study examines how participants interpreted the adequacy of institutional accommodations for their religious and spiritual needs and …

“I Want My Students To Be Knowledgeable About Civics”: Supporting Pre-Service Teachers Through A Civics-Focused Plc, Helena M. Sands, Daniela Kruel Digiacomo, Laura Darolia, Carly Muetterties, Stephanie Mobley

Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children

This study describes a semester-long, civics-focused Professional Learning Community (PLC) with five elementary pre-service teachers (PSTs). Using inductive qualitative analysis of meeting transcripts, reflections, and field notes, three themes emerged: the PLC increased PSTs' confidence in integrating civics across the curriculum, built community through shared practicum experiences, and provided resources that broadened their understanding of civic learning. Findings suggest PLCs offer a promising structure for preparing elementary PSTs to prioritize civic education in their future classrooms.

Evaluating The Impact Of The Kentucky Read To Achieve (Rta) Initiative On School Reading Performance, Nicholas Gage, Erin Hogan, Todd Whitney, Terrance M. Scott, Amy S. Lingo

Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children

Kentucky reading achievement has remained below statewide goals, which prompted a revision to the Read to Achieve (RTA) initiative, a state-level grant-funded program aimed at improving student literacy outcomes. The revision prioritized the professional learning of administrators and K-3 reading instructional staff in the science of reading and the adoption of high-quality structured literacy-based resources and aligned intervention resources. This study uses nine years of panel data (2014–2015 through 2023–2024) from all public schools in Kentucky to evaluate whether the revised RTA initiative had a differential effect on school-level reading outcomes. We employ propensity score matching and a heterogeneous difference-in-differences …

Chemistry Of Co2 Capture And Storage: From Molecular Interactions To Advanced Functional Materials, Nany Hairunisa, Hazim F. Abbas, Amamer M. Redwan

Al-Mustaqbal Journal of Sustainability in Engineering Sciences

In light of the industrial development taking place, the burning of fossil fuels for transportation and electricity generation, and the accompanying carbon dioxide emissions, there is an urgent and continuing need to innovate methods of capture and storage, as well as competitive materials to address increasing carbon emissions. This review describes the importance of this procedure and the technologies that help solve this problem, some of which have been adopted by many countries and industrial institutions and differ in their efficiency, cost, and applicability.

Vestirse Con Un Cuadro”: El Mantón De Manila En La Encrucijada Entre Tradición Y Modernidad En Fortunata Y Jacinta De Benito Pérez Galdós, Ines Corujo Martin

Publications and Research

Este artículo analiza la relevancia sociocultural que adquirió el mantón de Manila en la España de finales del siglo XIX, tomandocomo punto de partida las diversas representaciones de esta prenda en la novela Fortunata y Jacinta(1887) de Benito Pérez Galdós. Como se propone, el mantón, prenda de origen asiático cuyo surgimiento está ligado a la ruta comercial colonial de los Galeones de Manila, constituye en el texto galdosiano un objeto clave para explorar algunos de los debates centrales del imaginario cultural finisecular en torno a la identidad nacional, forjada entre el tradicionalismo y la modernidad. El llamativo accesorio, ligado a …

Building The Next Cybersecurity Workforce: A Grades 7–12 Curriculum To Close The Cyber Talent Gap, Mohammed A. Salam, Iqbal Shareef, Rich P. Manprisio

Journal of Cybersecurity Education, Research and Practice

In today’s rapidly evolving technological landscape, cyberattacks pose increasing threats, yet a global shortage of cybersecurity and digital forensics professionals leaves industries vulnerable, similar to having too few law enforcement officers in a densely populated city. The judicial system faces rising digital crimes and fraud cases, further strained by the lack of experts to analyze and extract digital evidence. Despite high demand, millions of positions remain unfilled. This paper identifies the root causes of the cybersecurity workforce shortage and proposes a targeted solution: a curriculum for Grades 7–12 designed to foster cybersecurity awareness and interest. The methodology included a comprehensive …

Exploring The Role Of Community Leaders In Building Community Resilience Against Climate Disasters: A Case Study Of A Rural Climate Vulnerable Community, Daniel Tinyogtaa Adama

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Community resilience is widely recognized as a participatory approach to managing climate disasters. However, limited empirical research specifically examines how community leaders carry out the work of building that resilience in rural, climate-vulnerable communities. This qualitative case study addressed that issue by exploring the role of community leaders in building resilience against climate disasters in a rural, climate-vulnerable Midwestern community with a history of such events. Guided by three research questions, the study investigated how leaders identified and leveraged local assets and social networks, the strategies they used to promote collaboration, communication, and shared decision-making, and how their roles and …

Comments Re: Regulation For Federal Financial Assistance, Fred D. Ledley, Edward Zhou, Brian C. Fox

CISI Publication

This comment focuses on the proposed modifications to §200.205 “Federal Agency Merit Review of Proposals” and §200.340 “Termination and suspension” of Title 2 of the Code of Federal Regulations. We argue that the pre-issuance review, discretionary termination provisions, and other constraints of federal research support that would be established under this proposal create impediments to the scientifically-driven process of discovery and innovation that has long provided the foundation for advances in American prosperity, influence, health, and wellbeing. Our comments focus specifically on federal support for biomedical research by the National Institutes of Health (NIH) for the purpose of advancing healthcare …

Contemporary Cybersecurity Challenges In Emerging Technologies: A Systematic Literature Analysis, Faztudo Languisse Prof

Journal of Cybersecurity Education, Research and Practice

The accelerating convergence of artificial intelligence (AI), the Internet of Things (IoT), cloud computing, blockchain, and quantum computing has fundamentally transformed the global threat landscape, introducing cybersecurity challenges of unprecedented complexity and scale. This systematic literature review synthesizes findings from peer-reviewed publications, institutional reports, and regulatory documents published primarily between 2020 and 2025 to provide an integrated analysis of contemporary cybersecurity challenges across five key emerging technology domains. The review identifies critical vulnerabilities inherent to each domain, documents the evolution of threat actors and attack methodologies — including AI-powered ransomware, adversarial machine learning, and harvest-now-decrypt-later quantum attacks — and evaluates …

Facilitating Conditions And Gender Gaps: Predicting Intention To Adopt Digital Education Resources Among Teachers, Bijaya Shrestha, Virginia Clinton-Lisell

Education, Health & Behavior Studies Student Publications

This study examined factors shaping school teachers’ intention to adopt Digital Educational Resources (DER) in Kathmandu Valley, Nepal, based on the Unified Theory of Acceptance and Use of Technology (UTAUT). Factors included were performance expectancy, effort expectancy, social influence, facilitating conditions, and behavioural intention. Fifty-six (56) teachers completed an online survey measuring those factors. Among all the factors, facilitating conditions were the marginally significant positive predictor of behavioural intention to adopt DER. Male teachers reported marginally higher behavioural intention (p =.05) to adopt DER compared to female teachers. However, gender was not a significant moderator in relationship between behavioural intention …

Maura Jenkins V. Harrisburg Rotary Club

2026 Decisions

USDC for the Middle District of Pennsylvania

Teaching Through Sound: Approaches To The Use Of Fixed Media In Pedagogical Viola Etudes, Roberto C. Mochetti Jr.

LSU Doctoral Dissertations

This dissertation examines the pedagogical possibilities of fixed media in newly composed viola etudes. While fixed media is commonly treated as accompaniment or as a performance medium, this project argues that it can also serve as an active component of technical and musical training. By providing stable and repeatable sonic environments, fixed media can support forms of listening, intonation, sound production, and performer awareness that are difficult to cultivate through traditional etudes alone. This argument responds to a broader pedagogical gap in string training, where long-established etudes and models of technical development remain central even as contemporary viola performance increasingly …