Digital Commons Network^™

Dynamic Sparsification In Secure Gradient Aggregation For Federated Learning, Bikash Samanta

Master’s Dissertations

Secure aggregation is a critical component of privacy-preserving federated learning. However, existing fixed-sparsity approaches often incur unnecessary communication overhead. We present DynamicSecAgg, a novel framework that introduces dynamic sparsity while preserving coordinate-level privacy. Our method achieves significant improvements in communication efficiency while maintaining — and in some cases improving — model accuracy across both IID and non-IID user distributions. The framework maintains information-theoretic privacy guarantees via adaptive gradient thresholding and polynomial-based aggregation, proving particularly effective under heterogeneous data settings. These results establish dynamic sparsity as a key optimization for efficient and privacy-preserving federated learning.

Cloud-Assisted Multi-Channel Data Broadcasting, Debabrata Maji

Master’s Dissertations

The convergence of Internet of Things (IoT) and cloud computing has transformed technology, impacting commerce, industrial production, data management, etc. Multi- Channel Broadcast Encryption (MCBE), first introduced by Phan et al. (ASIACCS 2013), is a cryptographic encryption primitive used for both IoT and Cloud that permits a sender to e!ciently and securely encrypt several messages for di”erent groups of receivers. After thoroughly exploring the existing literature, we observe that none achieves the robust provable security within the standard model. This paper addresses this gap, aiming to achieve adaptive INDistinguishable under full-IDentity Chosen-Ciphertext Attack (IND-ID-CCA) security by constructing an e!cient identity-based …

Infectious Scleritis: A Comprehensive Narrative Review Of Epidemiology, Clinical Characteristics, And Management Strategies, Hamidreza Ghanbari, Masoud Rahimi, Ali Momeni, Kiana Hassanpour, Nikoo Bayan, Karen E. Lee, Alex Hansen, Ali R. Djalilian, Christopher J. Rapuano, Mohammad Soleimani

Wills Eye Hospital Papers

This study aims to provide an update on infectious scleritis (IS). A comprehensive search was conducted using Google Scholar, Scopus, and PubMed. IS is a rare but critical condition that presents significant diagnostic challenges and often leads to poor visual outcomes. It accounts for approximately 5%-10% of scleritis cases and warrants significant attention due to its delayed diagnosis. Ocular surgery is the primary contributor to IS, accounting for a substantial proportion of cases ranging from 58% to 83%, followed by trauma contributing to approximately 10% of cases. IS can be caused by various microorganisms, including bacteria (86%-87%), fungi (11%-13%), viruses, …

Committee's Reply To Parishes' Objection To Derivative Standing

Catholic Dioceses in Bankruptcy

No abstract provided.

Reaching The Young And Hopeless: Rooting For Redemption At A Residential Treatment Center, Christian P. Newton

Say Something Theological: The Student Journal of Theological Studies

This article reflects on my experiences as an educator at a Residential Treatment Center, observing the spiritual battles being fought by some residents as they attempt to rectify their lives after their involvement in sexual abuse. It will review literature that has been successful in my classroom with helping young people change their mind concerning their irredeemableness and that can also improve how evangelical attempts across Christian dominations pastor to those who feel scorned by God. Due to the mentality of some residents who have deeply struggled with the concepts of forgiveness and regret, literature is offered as starting point …

Cropland Acres Vs Base Acres In Nebraska, Jessica J. Groskopf, Cory Walters

Cornhusker Economics

Discusses cropland acres versus base acres in Nebraska.

Association Between Homelessness And Maternal Health Outcomes Among Non-Hispanic Black Women In Georgia, Miranda Weaver

Walden Dissertations and Doctoral Studies

Maternal health disparities among homeless non-Hispanic Black women in Georgia represent a critical public health concern, driven by inequitable access to care and elevated risks of adverse pregnancy outcomes. This study examined how homelessness influences perinatal care utilization (timing and frequency of prenatal visits and postpartum checkups) and pregnancy complications (gestational diabetes, hypertension, and depression), and whether these associations differ by geographic context (urban versus rural). Grounded in the Social Determinants of Health framework, the study used a quantitative cross-sectional design, analyzing secondary data (n = 1,540; weighted ≈ 203,571) from Phase 8 (2017–2021) of the Pregnancy Risk Assessment Monitoring …

Effects Of Long Covid On Healthcare Utilization, Michael Gottlieb, Erica S. Spatz, Huihui Yu, Imtiaz Ebna Mannan, Michelle Santangelo, Caitlin Malicki, Nicole L. Gentile, Rachel E. Geyer, Alex Charlton, Jonathan W. Dyal, Joann G. Elmore, Kristyn Gatling, Mandy J. Hill, Juan Carlos C. Montoy, Kelli N. O'Laughlin, Kristin L. Rising, Sharon Saydah, Kari A. Stephens, Ralph C. Wang, Lauren E. Wisk, Arjun K. Venkatesh, Robert A. Weinstein

Jefferson Center for Connected Care Faculty Papers

BACKGROUND: While most research on Long COVID (LC) has focused on symptoms and quality of life, there remains a critical need to better understand the effect of LC on resource utilization. This study sought to determine the type and amount of healthcare utilization among participants with versus without LC.

METHODS: This was a secondary analysis of a prospective, longitudinal, multicenter U.S. study of adult participants with symptomatic COVID-19, confirmed with testing, who completed 3-month post-infection surveys and had electronic health record data for at least 180 days pre- and post-index testing. We excluded participants with any COVID-19 infections within the …

One-Year Clinical Outcomes In Patients With Acute Coronary Syndrome Treated With Clopidogrel Versus Prasugrel Versus Ticagrelor: Results Of The Polish Registry Of Acute Coronary Syndromes (Pl-Acs), Julia M. Umińska, Michał Skrzypek, Małgorzata Ostrowska, Piotr Adamski, Aldona Kubica, Piotr Niezgoda, Robert Gajda, Marek Gierlotka, Bartosz Hudzik, Wiktor Kuliczkowski, Diana A. Gorog, Paul A. Gurbel, Jolanta Siller-Matula, Łukasz Szarpak, Michael Savage, Grzegorz Skonieczny, Udaya Tantry, Przemysław Trzeciak, Eliano P. Navarese, Jacek Kubica, Mariusz Gąsior

Division of Cardiology Faculty Papers

BACKGROUND: Efficient dual antiplatelet therapy is crucial in reducing adverse cardiovascular events in patients with acute coronary syndrome (ACS). Comparative effectiveness between clopidogrel, prasugrel, and ticagrelor remains unclear in real-world settings.

AIMS: The objective was to evaluate one-year clinical outcomes in ACS patients treated with clopidogrel, prasugrel, or ticagrelor using data from the Polish Registry of Acute Coronary Syndromes (PL-ACS).

MATERIAL AND METHODS: This retrospective cohort study analyzed 381 278 ACS patients from the PL-ACS registry from 2009 to 2022, who were treated with clopidogrel, prasugrel, or ticagrelor during hospitalization with a 12-month consistent regimen. The primary outcome was one-year …

Multiscale Modeling And Dynamic Mutational Profiling Of Binding Energetics And Immune Escape For Class I Antibodies With Sars-Cov-2 Spike Protein: Dissecting Mechanisms Of High Resistance To Viral Escape Against Emerging Variants, Mohammed Alshahrani, Vedant Parikh, Brandon Foley, Gennady M. Verkhivker

Mathematics, Physics, and Computer Science Faculty Articles and Research

The rapid evolution of SARS-CoV-2 has underscored the need for a detailed understanding of antibody binding mechanisms to combat immune evasion by emerging variants. In this study, we investigated the interactions between Class I neutralizing antibodies—BD55-1205, BD-604, OMI-42, P5S-1H1, and P5S-2B10—and the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein using multiscale modeling, which combined molecular simulations with the ensemble-based mutational scanning of the binding interfaces and binding free energy computations. A central theme emerging from this work is that the unique binding strength and resilience to immune escape of the BD55-1205 antibody are determined by leveraging a broad epitope …

Enhancing Onboarding And Role Transition For Advanced Practice Clinicians Through The Development Of A Structured Mentorship Program, Christina Sternesky

Walden Dissertations and Doctoral Studies

The assimilation of advanced practice clinicians (APCs), nurse practitioners, and physician assistants into healthcare systems is significantly dependent on the quality of their onboarding experience and the availability of a structured mentorship program. Without mentorship programs, APCs often experience job dissatisfaction, reduced confidence, undefined role clarity, and increased burnout. In this quality improvement Doctor of Nursing Practice project, I conducted a comprehensive assessment of the needs of APCs and subsequently developed a structured, evidence-based mentorship program. The program, approved by an expert panel, was designed to support the onboarding of APCS, their role transition, and ongoing professional development within a …

Staff Education To Outpatient Healthcare Staff On Managing Patients With Aggressive Behaviors, Adeline Fonkem Asonganyi

Walden Dissertations and Doctoral Studies

The aim of this staff educational project was to improve staff knowledge by educating healthcare staff on how to minimize patients’ aggressiveness and provide a safer, more therapeutic environment for patients and healthcare providers. Patients with mental health problems can exhibit violent behavior, posing threats to patient safety and the safety of healthcare workers. To address this practice gap, I conducted a literature review; 509 articles were identified and then narrowed to 23 articles specific to this topic. The project question for my study was: Does implementing an educational program for nurses and mental health specialists on strategies to reduce …

The Covid-19 Lockdown And Diabetes Self-Management In Esan Northeast Area Of Edo State, Esther Ehivbaun Rapu

Walden Dissertations and Doctoral Studies

The COVID-19 lockdown impacted chronic diseases care globally, but there is limited research on how individuals in rural Nigerian communities managed diabetes during this period. This qualitative phenomenological study explored the lived experiences of self-management with diabetes during the COVID-19 lockdown among adults in Esan Northeast. The socioecological model (SEM) served as the guiding conceptual framework, allowing for the exploration of the impact of individual, interpersonal, community, and institutional factors on self-care behaviors. The research explored how cultural, social and economic factors impacted how adults with diabetes in Esan Northeast managed their condition during the COVID-19 lockdown. Semi-structured interviews via …

Physical Activity Mediates Age Differences In Cognition Among Tsimane Forager-Horticulturalists, Phoebe E. Imms, Nikhil N. Chaudhari, Daniel Cummings, Daniel Eid Rodriguez, Giuseppe Barisano, Paul L. Hooper, M. Katherine Sayre, Edmond Seabright, Randall C. Thompson, M. Linda Sutherland, James D. Sutherland, Benjamin C. Trumble, Michael Gurven, Jonathan Stieglitz, Caleb E. Finch, Hillard S. Kaplan, Wendy J. Mack, Margaret Gatz, Andrei Irimia

ESI Publications

Background: The Tsimane and Moseten of the Bolivian Amazon are highly physically active and exhibit low rates of cognitive impairment and brain atrophy.

Methods: We use structural equation modelling to examine how their physical activity levels mediate the relationship between (1) age and cognition, and (2) age and cognition via brain volume (BV).

Results: Tsimane males (n = 305, mean ± SD age = 59.94 ± 9.68) and Tsimane females (n = 265, mean ± SD age = 59.28 ± 9.79) exhibit significantly higher levels of physical activity than Moseten males (n = 106, mean ± SD …

Lessons From The 2023 Ieee Autonomous Drone Chase Challenge, Luigi Raphael I. Dy, Kristoffer B. Borgen, John H. Mott, Yung Hsiang Lu, Li Yu Lin, Zhangpeng Yang, James M. Goppert, Jakub Tomczak, Stefano Roccella, Andrea Vannini, Zhiwei Dong

Faculty Research, Scholarly, and Creative Activity

No abstract provided.

Ibrutinib In Combination With Lenalidomide Revlimid/Dexamethasone In Relapsed/Refractory Multiple Myeloma (Aft-15)., Yvonne Efebera, Vera Suman, Shira Dinner, Taylor O'Donnell, Ashley Rosko, John Mckay, Peter Barth, Patrick Hagen, Saad Usmani, Paul Richardson, Jacob Laubach

Oncology Articles

BACKGROUND: Studies have suggested a synergism between lenalidomide (LEN) and ibrutinib (IBR) in multiple myeloma (MM). Both downregulate IRF4, a key target and master transcriptional factor regulating myeloma cell survival.

METHOD: A 3 + 3 phase I trial was conducted to determine the maximum tolerated dose (MTD) of IBR in combination with LEN + dexamethasone (DEX) in patients with relapsed/refractory (RR) MM who had at least one prior line of therapy. Three dose levels (DLs) were planned. The cycle length was 28 days. IBR was administered orally daily in doses of 560 mg on DL1-2 and 840 mg on DL3, …

Optimizing Tobacco-Free Workplace Programs: Applying Rapid Qualitative Analysis To Adapt Interventions For Texas Healthcare Centers Serving Rural And Medically Underserved Patients, Hannah Wani, Maggie Britton, Tzuan A Chen, Ammar D Siddiqi, Asfand B Moosa, Teresa Williams, Kathleen Casey, Lorraine R Reitzel, Isabel Martinez Leal

Faculty, Staff and Student Publications

Background: Tobacco use is disproportionately high in rural areas, contributing to elevated cancer mortality, yet it often goes untreated due to limited access to care, high poverty and uninsured rates, and co-occurring substance use disorders (SUDs). This study explored the utility of using rapid qualitative analysis (RQA) to guide the adaptation of a tobacco-free workplace program (TFWP) in Texas healthcare centers serving adults with SUDs in medically underserved areas.

Methods: From September-December 2023 and May-July 2024, we conducted 11 pre-implementation, virtual semi-structured group interviews focused on adapting the TFWP to local contexts (N = 69); 7 with providers (n …

Story Forge: A Card-Based Framework For Ai-Assisted Interactive Storytelling, Yaojiong Yu, Gianni Corino, Mike Phillips

School of Art, Design and Architecture

The application of artificial intelligence has significantly advanced interactive storytelling. However, current research has predominantly concentrated on the content generation capabilities of AI, primarily following a one-way ‘input-direct generation’ model. This has led to limited practicality in AI story writing, mainly due to the absence of investigations into user-driven creative processes. Consequently, users often perceive AI-generated suggestions as unhelpful and unsatisfactory. This study introduces a novel creative tool named Story Forge, which incorporates a card-based interactive narrative approach. By utilizing interactive story element cards, the tool facilitates the integration of narrative components with artificial intelligence-generated content to establish an interactive …

Re: Butte Priority Soils Operable Unit (Bpsou) Superfund Operation And Maintenance (O&M) Request For Maintenance – Kelley Stormwater Channels (Dated April 22, 2025), Josh Bryson

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Delphinium Cut Flower Production In Utah, Nick Volesky, Melanie Stock

All Current Publications

Delphinium is a perennial crop that produces tall racemes in two flushes per season. Its long stems serve as vertical line elements, adding height and balance to floral arrangements. Popular series are available in striking shades of blue, which are not commonly found among cut flowers, making delphinium an excellent choice for local market production. This fact sheet provides an overview of how to grow, harvest, and store delphinium, including yields for various cultivars. It also covers its common pests and diseases, and reviews its economic value for cut flower producers.

Teaching In Authentic Ways: Exhibit Work And Student Curators In Special Collections, Rebecca Fitzsimmons

Faculty and Staff Publications – Milner Library

Engaging students in exhibit work offers them a chance to learn new skills and grow as scholars while producing a tangible and public-facing project outcome from their coursework. From learning to communicate complex ideas to making research connections between rare and primary sources, exhibit curation relies on building research skills, sharpening writing and communication techniques, and developing critical thinking skills. Pushing and refining ideas is an essential part of the iterative process of research, and exhibit curation invites students to learn this practice in a real-world, project-based way. More specifically, it requires students to read, review, compare, and analyze more …

Conditional Optimal Sets And The Quantization Coefficients For Some Uniform Distributions, Evans Nyanney, Megha Pandey, Mrinal Kanti Roychowdhury

School of Mathematical & Statistical Sciences Faculty Publications

Bucklew and Wise (1982) showed that the quantization dimension of an absolutely continuous probability measure on a given Euclidean space is constant and equals the Euclidean dimension of the space, and the quantization coefficient exists as a finite positive number. By giving different examples, in this paper, we have shown that the quantization coefficients for absolutely continuous probability measures defined on the same Euclidean space can be different. We have taken uniform distribution as a prototype of an absolutely continuous probability measure. In addition, we have also calculated the conditional optimal sets of n-points and the nth conditional quantization errors …

Influence Of Zinc Oxide Nanoparticles On The Efficiency Of Oxytetracycline Removal From Wastewater Using Continuous Catalytic Ozonation, Sarmad Al-Anssari, Hassanain A. Hassan, Maha K. Mohsin, Ahmed A. Mohammed

Research outputs 2022 to 2026

Antibiotics must be fully eliminated before they are released into the environment. In most cases, conventional wastewater treatment systems are not built to handle polar microcontaminants such as antibiotics. Oxytetracycline (OTC) is one of these antibiotics, an environmental hazard contaminant in aqueous solutions. Therefore, an advanced treatment method is needed for wastewater contaminated with antibiotics. In this study, we employed zinc oxide nanoparticles (ZnO), and the catalytic ozonation procedure was employed to increase the ozonation efficiency. A continuous experiment was carried out to compare the effectiveness of catalytic and single ozonation in degrading OTC in a continuous reactor. The flow …

Goddard V. Saunders

All Decisions

A landlord's holdover petition was dismissed after the court granted the tenant's motion for summary judgment. The court found that the landlord vitiated the predicate termination notice by accepting rent payments from the tenant for eight months between the filing of the petition and the service of the pleadings. Citing precedent from **92 Bergenbrooklyn, LLC v Cisarano**, the judge ruled that "commencement" for the purpose of vitiation is keyed to service, not filing, and that he was constrained to follow this precedent despite the significant delay in court scheduling.

Matter Of 150 Park, Llc V. New York State Div. Of Hous. & Community Renewal

All Decisions

The court upheld rent reduction orders issued by DHCR after a landlord changed a building's lock to one using non-duplicable keys. The landlord's failure to provide a sufficient number of keys and attempts to charge for additional copies were found to be a decrease in a required building service, in violation of the Rent Stabilization Code. The court determined that DHCR's decision was not arbitrary and capricious, as there was a rational basis for the agency's determination. The landlord's Article 78 petitions to challenge the DHCR decision were therefore dismissed.

Full Issue, Iajbs Ateneo De Manila University

Journal of Management for Global Sustainability

No abstract provided.

The Evolving Future Of Work: Implications For Newcomer Adaptability And Connectivity During Organizational Socialization, Talya N. Bauer, Berrin Erdogan, Allison M. Ellis, Donald M. Truxillo, Grant M. Brady, Julie M. Mccarthy

Business Faculty Publications and Presentations

Organizational socialization and the practice of onboarding new hires are central human resources functions. However, traditional socialization theory and practice were built on assumptions that are increasingly misaligned with today's work context. We identified four current, emerging, and future work trends that characterize the evolving landscape surrounding organizational socialization: technological advancement, the expansion of remote work arrangements, rising societal loneliness and mental health challenges, and aging workforce demographics. Collectively, these trends have contributed to dramatic shifts in the context and performance of work, as well as the expectations that employees and organizations hold for one another. Accordingly, we argue that …

From Devices To The Cloud: Digital Forensics In The Changing Social Media Landscape, Joseph Brown

LSU Master's Theses

This thesis presents a comprehensive digital forensic analysis of emerging and alternative social media platforms, including Truth Social, Threads, Bluesky, Nextdoor, and Neighbors. These platforms, which range from politically aligned alt-tech networks to hyperlocal neighborhood apps, present unique forensic challenges and security vulnerabilities. Across all case studies, established forensic techniques were applied using a hybrid methodology combining mobile device analysis, network traffic monitoring, and API interrogation. Findings include the discovery of plaintext credentials, session tokens, and other sensitive artifacts, particularly in platforms with weaker security postures such as Truth Social, Bluesky, Nextdoor, and Neighbors. Threads, by contrast, demonstrated greater resilience …

Improving Door-In-Door-Out Times For Stemi Transfer Patients: Impact Of A Protocolized Autolaunch Process, Hashim Zaidi, Waleed Kayani, Eric Power, Hei Kit Chan, Sini Eapen, Benjamin Karfunkle

Faculty, Staff and Students Publications

Background: The timely transfer of patients with ST-segment elevation myocardial infarction (STEMI) to percutaneous coronary intervention-capable centers is critical for improving outcomes. Although the American Heart Association recommends a door-in-door-out (DIDO) time of ≤30 minutes, national compliance remains low.

Project rationale: At Harris Health, no patients with STEMI met this benchmark before 2022. We implemented a quality improvement (QI) initiative, including an "Autolaunch" process, to expedite STEMI transfers.

Project summary: During 2022-2023, we introduced QI initiatives, including the Autolaunch protocol, for patients with unequivocal STEMI. This process included rapid emergency medical services activation, direct catheterization laboratory transfer, and prearrival cardiologist …

Constitutive Il-7 Signaling Promotes Car-Nk Cell Survival In The Solid Tumor Microenvironment But Impairs Tumor Control, Matthew Dysthe, Ishwar Navin, Dayenne Van Leeuwen, Josue Pineda, Corrine Baumgartner, Cliona M Rooney, Robin Parihar

Faculty, Staff and Students Publications

Background: Adoptive transfer of chimeric antigen receptor (CAR)-expressing natural killer (NK) cells has demonstrated success against hematological malignancies. Efficacy against solid tumors has been limited by poor NK cell survival and function in the suppressive tumor microenvironment (TME). To enhance efficacy against solid tumors, stimulatory cytokines have been incorporated into CAR-NK cell therapeutic approaches. However, current cytokine strategies have limitations, including systemic toxicities, exogenous dependencies, and unwanted TME bystander effects. Here, we aimed to overcome these limitations by modifying CAR-NK cells to express a constitutively active interleukin (IL)-7 receptor, termed C7R, capable of providing intrinsic CAR-NK cell activation that does …