Digital Commons Network^™

Opportunities To Address Health Disparities In Suicidality For Sexual And Gender Minority Youth In Public Systems, Dana M. Prince, Kathleen Lewis, Peter S. Hovmand

Faculty Scholarship

No abstract provided.

Feasibility Of A Low-Intensity Intervention To Influence Antibiotic Prescribing Rates Use In Outpatient Settings: A Cluster Randomized Controlled Clinical Trial, Brigid M. Wilson, Sunah Song, Robin L.P. Jump, Federico Perez

Faculty Scholarship

Background. Primary care providers (PCPs) may modify their antibiotic prescription practices if aware of their potentially damaging impact. Methods. We conducted a cluster randomized controlled trial at 12 Veterans Affairs community-based outpatient clinics. PCPs at clinics randomized to the intervention group received quarterly antibiotic use reports with feedback about antibiotics prescribed for acute respiratory infections and adverse event letters alerting about Clostridioides difficile infection or antibiotic-resistant gram-negative bacteria among their patients. The main outcome, antibiotic prescriptions in primary care visits, was compared in the preintervention (April–September 2020), intervention (October 2020 to September 2021), and postintervention periods (September 2021 to September …

Stress Testing Deep Learning Models For Prostate Cancer Detection On Biopsies And Surgical Specimens, Brennan T. Flannery, Anant Madabhushi

Faculty Scholarship

The presence, location, and extent of prostate cancer is assessed by pathologists using H&E-stained tissue slides. Machine learning approaches can accomplish these tasks for both biopsies and radical prostatectomies. Deep learning approaches using convolutional neural networks (CNNs) have been shown to identify cancer in pathologic slides, some securing regulatory approval for clinical use. However, differences in sample processing can subtly alter the morphology between sample types, making it unclear whether deep learning algorithms will consistently work on both types of slide images. Our goal was to investigate whether morphological differences between sample types affected the performance of biopsy-trained cancer detection …

Effect Of Polyacrylamide Gel Elasticity On Collagen Type Ii Fibril Assembly, Kathryn G. Wilcox, Stephanie Kramer, Surajit Chatterjee, Adam Linscott, Sneha Suresh, Lydia Kisley, Svetlana Morozova

Faculty Scholarship

Collagen type II fibrils provide structural integrity to the articular cartilage extracellular matrix. However, the conditions that control the fibril radial size scale, distribution, and formation inside of dense networks are not well understood. We have investigated how surrounding elastic networks affect fibril formation by observing the structure and dynamics of collagen type II in model polyacrylamide gels of varying moduli. Cryogenic transmission electron microscopy (cryo-TEM) is used to image the fibril structure and is verified qualitatively with optical microscopy of fluorescently-tagged collagen within the gels. Using fluorescence correlation spectroscopy super-resolution optical fluctuation imaging (fcsSOFI), the diffusion dynamics of the …

Assistive Technologies For Internet Navigation: A Review Of Screen Reader Solutions For The Blind And Visually Impaired, Juan Nino, Sherezada Ochoa, Jocelyne Kiss, Geoffreyjen Edwards, Ernesto Morales, James Hutson, Frédérique Poncet, Walter Wittich

Faculty Scholarship

The internet is a critical resource for individuals with visual impairments (VI), including those with low vision or blindness, enabling access to information and fostering independent participation in society. However, despite advancements in screen reader software, challenges persist in navigating complex and dynamic web content. This narrative review evaluates Assistive Technologies (AT), which enhance internet navigation for VI screen reader users, focusing on design strategies and usability outcomes. A systematic search across the ACM Digital Library, IEEE Xplore, JSTOR, and ScienceDirect identified 698 studies, of which 33 met the inclusion criteria, encompassing 502 participants. Key themes were extracted from bibliographic …

From Codex To Code: Pedagogical Transformations In The Age Of Technological Innovation, James Hutson, W. Travis Mcmaken, Kathi Vosevich

Faculty Scholarship

Generative Artificial Intelligence (GAI) is revolutionizing education, echoing historic shifts such as the emergence of the codex and the printing press. GAI automates complex tasks and personalizes learning to individual needs, enhancing interdisciplinary collaboration and bolstering critical thinking and ethical reasoning skills. Initiatives in new, innovative programming illustrate the benefits of embedding these generative technologies to foster cultural competence and innovative problem-solving. Research indicates that intelligent tools significantly enhance learner engagement and access to quality education, enriching learning environments. However, integrating these tools introduces challenges, including ethical dilemmas, academic integrity issues, and resource disparities. These challenges necessitate comprehensive policy development, …

Neuroplasticity And Creativity: Transformative Potential Of Fibre Arts For Growth And Well-Being, Piper Hutson, James Hutson

Faculty Scholarship

This article explores the transformative potential of fibre arts—such as quilting, weaving, and embroidery—as tools for personal growth, neuroplasticity, and well-being. Drawing on neuroscience and psychology, it demonstrates how engaging with fibre arts stimulates brain regions associated with problem-solving, sensory integration, and adaptability, fostering neural growth and enhancing cognitive flexibility. Fibre arts, through their inherent challenges and opportunities for play, provide a perfect medium for stepping beyond familiar boundaries, cultivating resilience, and reducing stress. This interplay of creativity and tactile engagement is particularly effective due to the historical undervaluation of fibre arts, which makes them novel and accessible mediums that …

Beyond Pathology: Inclusive Mentorship, Accommodations, And Policy Reforms For Autistic Women In The Medical Profession, Piper Hutson, James Hutson

Faculty Scholarship

This article addresses the unique challenges faced by autistic women in the medical profession, particularly in navigating traditional medical frameworks that often marginalize neurodiverse individuals. Drawing from a targeted literature review, this paper highlights the importance of adapting medical curricula, establishing mentorship programs, and reforming policies to foster inclusivity. Autistic women in medicine encounter barriers such as a lack of mentorship tailored to their needs, inadequate accommodations, and systemic bias rooted in the pathologization of autism. The article synthesizes current research to provide evidence-based recommendations that address these barriers. Specific examples of successful mentorship programs demonstrate the critical role of …

Expanding Sensory Kit Utilization Across Age And Contexts: Bridging Gaps For Inclusive Accessibility, Piper Hutson, James Hutson

Faculty Scholarship

Sensory kits, initially developed for neurodivergent children, have seen growing integration into various educational, cultural, and therapeutic contexts. However, their broader applicability, particularly for adults and diverse populations, remains underexplored. This study examines existing practices in the design and use of sensory kits within academic, museum, and inclusion frameworks, highlighting their role in promoting focus, reducing anxiety, and supporting self-regulation. Using case studies from institutions such as the Smithsonian and the Metropolitan Museum of Art, alongside a review of evidence-based interventions like weighted items and fidget tools, the research underscores the potential of these tools in diverse environments. The methodology …

The Evolving Role Of Copyright Law In The Age Of Ai-Generated Works, James Hutson

Faculty Scholarship

Objective: to identify the prospects and directions of copyright law development associated with the increasing use of generative artificial intelligence.

Methods: the study is based on the formal-legal, comparative, historical methods, doctrinal analysis, legal forecasting and modeling.

Results:the article states that the emergence of generative artificial intelligence makes one rethink the processes occurring in the field of creative activity and the traditional copyright system, which becomes inadequate to modern realities. The author substantiates the necessity of legal reassessment of copyright and emphasizes the urgent need for updated means of copyright protection. Unlike previous digital tools, which expanded …

The Algorithm Of Fear: Unpacking Prejudice Against Ai And The Mistrust Of Technology, James Hutson, Daniel Plate

Faculty Scholarship

The mistrust of AI seen in the media, industry and education reflects deep-seated cultural anxieties, often comparable to societal prejudices like racism and sexism. Throughout history, literature and media have portrayed machines as antagonists, amplifying fears of technological obsolescence and identity loss. Despite the recent remarkable advancements in AI—particularly in creative and decision-making capacities—human resistance to its adoption persists, rooted in a combination of technophobia, algorithm aversion, and cultural narratives of dystopia. This review investigates the origins of this prejudice, focusing on the parallels between current attitudes toward AI and historical resistance to new technologies. Drawing on examples from popular …

From Concept To Creation: The Role Of Generative Artificial Intelligence In The New Age Of Digital Marketing, Andrew Smith, James Hutson

Faculty Scholarship

Artificial intelligence (AI) has been extensively used in digital marketing. Still, the recent advances in generative AI (GAI) have revolutionized social media marketing and content creation, lowering barriers that once restricted high-quality design to professionals well versed in expensive and complex software like Adobe Suite. GAI tools enable anyone, from students to marketers, to generate logos, branding, and multimedia content without extensive training. This shift has empowered more people to engage in creative expression, expanding the pool of ideas and creativity. However, the abundance of AI-generated content raises questions about the evolving definition of “art” and the emergence of a …

Algotric: Symmetric And Asymmetric Encryption Algorithms For Cryptography – A Comparative Analysis In Ai Era, Naresh Kshetri, Mir Mehedi Rahman, Md Masud Rana, Omar Faruq Osama, James Hutson

Faculty Scholarship

The increasing integration of artificial intelligence (AI) within cybersecurity has necessitated stronger encryption methods to ensure data security. This paper presents a comparative analysis of symmetric (SE) and asymmetric encryption (AE) algorithms, focusing on their role in securing sensitive information in AI-driven environments. Through an in-depth study of various encryption algorithms such as AES, RSA, and others, this research evaluates the efficiency, complexity, and security of these algorithms within modern cybersecurity frameworks. Utilizing both qualitative and quantitative analysis, this research explores the historical evolution of encryption algorithms and their growing relevance in AI applications. The comparison of SE and AE …

Video Game Development 3.0: Ai-Driven Collaborative Co-Creation, Jay Ratican, James Hutson

Faculty Scholarship

The evolution of game development has transitioned from manual coding (Software 1.0) to data-driven Artificial Intelligence (AI) (Software 2.0), and now to a more advanced stage—video game development 3.0. This phase is characterized by AI-driven processes leveraging large language models (LLMs), neural networks, and other AI techniques that autonomously generate code, content, and narratives. This paper explores the foundational technologies underpinning this paradigm shift, including customizable AI modules, dynamic asset creation, and intelligent non player characters (NPCs) that adapt to player interactions. It also highlights the integration of AI with emerging technologies like Virtual Reality (VR), Augmented Reality (AR), and …

Dileucine Ingestion, But Not Leucine, Increases Lower Body Strength And Performance Following Resistance Training: A Double-Blind, Randomized, Placebo-Controlled Trial, Anthony M. Hagele, Joesi M. Krieger, Connor J. Gaige, Kevin F. Holley, Kristen N. Gross, Joshua M. Ianotti, Leah E. Allen, Paige J. Sutton, Logan S. Orr, Petey W. Mumford, Martin Pupura, Ralf Jager, Chad M. Kerksick

Faculty Scholarship

Background

The essential amino acid leucine (LEU) plays a crucial role in promoting resistance-training adaptations. Dileucine (DILEU), a LEU-LEU dipeptide, increases MPS rates, however its impact on resistance training outcomes remains unexplored. This study assessed the effects of DILEU supplementation on resistance training adaptations.

Methods

Using a randomized, double-blind, placebo-controlled approach, 34 resistance-trained males (age: 28.3 ± 5.9 years) consumed 2 grams of either DILEU monohydrate (RAMPS™, Ingenious Ingredients, L.P.), LEU, or placebo (PLA) while following a 4-day per week resistance training program for 10 weeks. Changes in body composition, 1-repetition maximum (1RM) and repetitions to failure (RTF) for leg …

Common Questions And Misconceptions About Energy Drinks: What Does The Scientific Evidence Really Show?, Jose Antonio, Brandi Antonio, Shawn M. Arent, Darren G. Candow, Guillermo Escalante, Cassandra Evans, Scott Forbes, David Fukuda, Maureen Gibbons, Patrick Harty, Andrew R. Jagim, Douglas S. Kalman, Chad Kerksick, Jennifer A. Kurtz, Joseph Lillis, Lonnie Lowery, Gianna F. Mastrofini, Scotty Mills, Michael Nelson, Flavia Pereira, Justin Roberts, Michael Sagner, Jeffrey Stout, Jaime Tartar, Adam Wells

Faculty Scholarship

Energy drinks are a commonly consumed beverage, and studies suggest a possible performance-enhancing effect. A Google Scholar search using the keywords “energy drinks” and “exercise” yields numerous results, underscoring the voluminous research on this topic. However, there are questions regarding the effectiveness and safety of energy drinks. These questions include, but are not limited to: (1) What are the main active ingredients in energy drinks? (2) Do energy drinks assist in weight management? (3) Do energy drinks enhance aerobic performance? (4) Do energy drinks enhance athletic speed? (5) Do energy drinks improve reaction time? (6) Do energy drinks enhance lean …

Exploring The Cognitive Sense Of Self In Ai: Ethical Frameworks And Technological Advances For Enhanced Decision-Making, Emily Barnes, James Hutson

Faculty Scholarship

The burgeoning field of Artificial Intelligence (AI) increasingly focuses on developing systems capable of self-awareness, merging technological innovation with deep ethical and philosophical considerations. This article explores the cognitive sense of self within AI, examining mechanisms through which AI systems may mirror human-like consciousness and self-perception. Despite significant advances, substantial gaps remain in the understanding and practical implementation of self-aware characteristics in AI, particularly in applying theoretical models and ethical frameworks to real-world scenarios. There is a pressing need for comprehensive research to explore these theoretical underpinnings and translate them into operational systems capable of ethical and adaptable behaviors. This …

Not-So-Special Solicitude, Katherine Mims Crocker

Faculty Scholarship

In a high-profile case last term about state standing to sue in federal court, Justice Gorsuch deemed it “hard not to wonder why” the majority said “nothing about ‘special solicitude.’” The silence was indeed surprising, for in a landmark decision several years earlier, the Supreme Court had declared that states were “entitled to special solicitude”—presumably meaning some sort of preferential treatment—“in [the] standing analysis.” And since then, commentators had depicted the concept as permitting opportunistic states to wage ideological crusades in courts across the country, especially through administrative-law attacks on federal-government defendants.

But what if “special solicitude” is not so …

Reconceptualizing Property Law's Background Principles In Takings Law, Timothy M. Mulvaney

Faculty Scholarship

Both libertarians and progressives celebrated the result in Tyler v. Hennepin County. This Article asserts that this unified celebration has overshadowed the extent to which the Supreme Court’s reasoning calls into question even our most foundational assumptions about the meaning of property and the takings protections the constitution affords to it. Followed to its literal end, Tyler remarkably suggests that owners may well need to ground their expectations in the property laws endorsed by a majority of states rather than in the laws of their own state.

Suspicious that the Court intended such a revolutionary upheaval of the state variations …

Shaping Preferences With Pigouvian Taxes, Gary M. Lucas Jr.

Faculty Scholarship

A Pigouvian tax is a tax that is imposed to correct an externality, which arises when a person engages in behavior that harms others without their consent. Pigouvian taxes are popular among academics—with prominent economists and legal scholars arguing for their imposition on myriad goods and activities that harm third parties, like carbon emissions and alcohol. Policymakers have recently been receptive to at least some of these arguments as evidenced by taxes imposed on or proposed for a variety of externality-generating goods, including guns, plastic bags, and sugary drinks.

The conventional economic rationale for Pigouvian taxes assumes that they affect …

Make America Healthy: Reducing High Pharmaceutical Prices Without Reducing Innovation, Srividhya Ragavan

Faculty Scholarship

Cost of medication in the United States has historically remained one of the highest in the world. The conundrum that the United States has faced in balancing innovation with affordability of life-saving medications is palpable, especially when faced with the reality of patent monopolies conflicting with healthcare obligations. The result is an overflow of issues, which emphasize the need to delineate limits on innovation to balance pharmaceutical novelty with robust public health within the United States. This has increasingly shifted the focus of patent law into the realm of healthcare issues. Naturally, it leads to an inquiry about how best …

Book Review: Transformative Negotiation: Strategies For Everyday Change And Equitable Futures, Peter R. Reilly

Faculty Scholarship

This volume makes an immense contribution to the field of negotiation and to dispute resolution more generally. The book covers a vast amount of ground, effectively connecting theory to practice and harnessing large amounts of research to support its arguments and advice. Perhaps most importantly, this reviewer found reading the book to be—as the title suggests—a transformative experience.

Transforming Fair Use, Glynn Lunney

Faculty Scholarship

In the United States, the fate of fair use, and by extension, copyright itself, hang in the balance. In recent years, courts have disagreed over fair use’s proper scope. On the one side are appellate decisions that interpret fair use broadly. While these decisions do not go so far as to suggest that every reuse is fair, they typically use the talismanic phrase “transformative use” and give it a generous and flexible interpretation. On the other side are appellate decisions that interpret fair use restrictively. While again they do not go so far as to suggest no reuse is fair, …

Intellectual Property, Global Inequality, And Subnational Policy Variations, Peter K. Yu

Faculty Scholarship

This chapter criticizes the oversimplification of the binary North–South debate on intellectual property, innovation, and global inequality and highlights the wide geographic, sectoral, and income inequalities within middle-income countries. It begins by explaining why the arrival of these countries has called into question the North–South debate. The chapter then moves from the widely studied subject of global inequality to the underexplored topic of national inequality. Focusing on the intellectual property context, the discussion highlights the considerable subnational variations in the economic and technological conditions of middle-income countries. To combat national inequality, this chapter concludes by recommending interventions in three areas: …

Section 1: Defining Arbitration And Addressing Structural Bias, Nancy A. Welsh

Faculty Scholarship

The Supreme Court’s jurisprudence pursuant to the Federal Arbitration Act (FAA) has successfully encouraged the use of arbitration to resolve disputes of all types, including those arising out of contracts of adhesion. Meanwhile, with one very limited exception, neither Congress nor the Supreme Court has done anything to assure those bound by adhesive contracts that the required arbitration process will be fair, impartial, and consistent with due process principles. The FAA does not even include a definition of arbitration to guide arbitration providers and individual arbitrators. This chapter proposes the addition of a definition of arbitration to the FAA to …

Intellectual Property, Innovation And Economic Inequality, Daniel Benoliel, Peter K. Yu, Francis Gurry, Keun Lee

Faculty Scholarship

While growing disparities in wealth and income are well-documented across the globe, the role of intellectual property rights is often overlooked. This volume brings together leading commentators from around the world to interrogate the interrelationship between intellectual property and economic inequality. Interdisciplinary and globally oriented by design, the book features economists, legal scholars, policy analysts, and other experts. Chapters address the impact of intellectual property rights on economic inequality, the effect of economic inequality on the protection and enforcement of these rights, and the potential use of innovation law and policy to help reduce economic inequality. The volume also tackles …

Introduction To Intellectual Property, Innovation And Economic Inequality, Daniel Benoliel, Peter K. Yu

Faculty Scholarship

This chapter provides an introduction to Intellectual Property, Innovation and Economic Inequality. It begins by discussing the problem of economic inequality, including the scale of that problem, types of economic inequality, and extant research on such inequality. The chapter then outlines the structure of this volume, which is divided into three parts: (1) theoretical, empirical, and policy issues; (2) intellectual property and national inequality; and (3) intellectual property and global inequality.

China, The Trips Waiver, And The Global Pandemic Response, Peter K. Yu

Faculty Scholarship

This chapter identifies three distinct reasons why China took a middle-of-the-road position in the debate on the COVID-19 TRIPS waiver at the WTO. It also recounts the country’s more assertive position in the run-up to the adoption of the Ministerial Decision on the waiver. Drawing eight lessons from the international debate on the waiver and the subsequent Ministerial Decision, the chapter offers insights into the future role China can or will play in future international policy debates at the intersection of intellectual property and public health, including during the next pandemic.

Reshaping Intellectual Property Scholarship From Within, Peter K. Yu

Faculty Scholarship

Written for the Symposium collecting papers from the Race + IP 23 Conference, this article explores intellectual property scholarship that has been either overlooked or marginalized. Because scholars of color are often outsiders looking in, the article identifies opportunities to reshape intellectual property scholarship from within. Even though the focus of this article was chosen with readers of this Symposium in mind, its insights will be relevant to all scholars.

This article begins by calling on scholars to develop a deeper appreciation of the intrinsic motivations of authors and inventors. It then discusses the oft-overlooked inequalities of creativity and innovation …

Neurological Foundations And Technological Interventions For Dyslexia: Advancements And Challenges, Piper Hutson, James Hutson

Faculty Scholarship

Dyslexia, a complex neurological condition affecting reading and language processing, is intricately tied to variations in brain structure and function. This article explores the neurological underpinnings of dyslexia, emphasizing phonological, visual, and attention-related impairments. Furthermore, the analysis highlights various types of dyslexia—phonological, surface, rapid automatized naming, and visual—while addressing their neurological correlations. It also investigates the relationship between dyslexia and other neurodivergent conditions, such as autism and ADHD, focusing on the neurological overlap and differences. To mitigate the challenges associated with dyslexia, advanced technologies such as Virtual Reality (VR) and eye-tracking are discussed for their diagnostic and intervention potential. These …