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2023

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Historic Redlining And Health Outcomes: A Systematic Review, Noa T. Kraus, Sarah Connor, Krista Shoda, Scott Emory Moore, Elliane Irani Dec 2023

Historic Redlining And Health Outcomes: A Systematic Review, Noa T. Kraus, Sarah Connor, Krista Shoda, Scott Emory Moore, Elliane Irani

Faculty Scholarship

Objective: The purpose of this systematic review was to synthesize the existing literature on the associations between historic redlining and modern-day health outcomes across the lifespan. Method: This review searched PubMed and CINAHL for peer-reviewed, data-based articles examining the relationship between historic redlining and any health outcome. Articles were appraised using the JBI critical appraisal checklist. The results were synthesized using a narrative summary approach. Results: Thirty-six articles were included and focused on various health outcomes, including cardiovascular outcomes, breast cancer incidence and mortality, firearm injury or death, birth-related outcomes, and asthma outcomes. Most of the included articles (n = …


Assessment Of Deficits In Specific Cognitive Domains In Older Adults Living With Hiv., Andrea Reyes-Vega, Harideep Samanapally, Rishikesh Rijal, Stephen P. Furmanek, Christopher B. Shields, Brandon C. Dennis, Smita Ghare, Shirish Barve Dec 2023

Assessment Of Deficits In Specific Cognitive Domains In Older Adults Living With Hiv., Andrea Reyes-Vega, Harideep Samanapally, Rishikesh Rijal, Stephen P. Furmanek, Christopher B. Shields, Brandon C. Dennis, Smita Ghare, Shirish Barve

Faculty Scholarship

A significant proportion of people living with HIV (PLWH) have cognitive impairment. Moreover, approximately 70% of PLWH in the United States will be ≥50 years old by 2030, raising concerns of a higher incidence of dementia as they age. Accordingly, there is a clinical need to monitor their cognitive status. The aim of this study was to delineate specific cognition areas impacted in OALWH with a clinical diagnosis of neurocognitive impairment. We used a comprehensive set of tests (paper and NIH Toolbox Cognition Battery), to assess different cognitive domains in a total of 25 OALWH ≥ 50 years. 64% were …


Digital Inclusion For People With Autism Spectrum Disorders: Review Of The Current Legal Models And Doctrinal Concepts, James Hutson, Piper Hutson Dec 2023

Digital Inclusion For People With Autism Spectrum Disorders: Review Of The Current Legal Models And Doctrinal Concepts, James Hutson, Piper Hutson

Faculty Scholarship

Objective: Today, a significant part of professional tasks are performed in the digital environment, on digital platforms, in virtual and other meetings. This necessitates a critical reflection of traditional views on the problem of accessible environment and digital accessibility, taking into account the basic universal needs of persons with disabilities.

Methods: A gap between the traditional legal perspective on special working conditions for persons with disabilities and the urgent need of a digital workplace (digital environment) clearly shows lacunas in the understanding of accessibility, which are identified and explored with formal-legal and doctrinal methods. The multifaceted aspects of …


The Holistic Archival Personality Profiling Model (Happm): Comprehensive Data Integration For Personality Analysis, James Hutson, Pace Ellsworth Dec 2023

The Holistic Archival Personality Profiling Model (Happm): Comprehensive Data Integration For Personality Analysis, James Hutson, Pace Ellsworth

Faculty Scholarship

The traditional approach to biographical profiling, predominantly reliant on limited and fragmented datasets, has frequently resulted in superficial personality understandings. This is largely due to an overemphasis on official records and notable events, neglecting the rich tapestry of everyday experiences and personal interactions that significantly shape personalities. To address this shortcoming, this article introduces a multi-disciplinary methodology, The Holistic Archival Personality Profiling Model (HAPPM), which integrates a diverse array of archival materials, including personal correspondences, social media footprints, and family memorabilia. This approach involves digitizing various data forms, including handwritten documents, into machine-readable text, and then semantically classifying this data …


Changes In Energy Expenditure, Dietary Intake, And Energy Availability Across An Entire Collegiate Women’S Basketball Season: Erratum, Breyannah R. Zanders, Brad S. Currier, Patrick Harty, Hannah A. Zabriskie, Charles R. Smith, Richard A. Stecker, Scott R. Richmond, Andrew R. Jagim, Chad Kerksick Dec 2023

Changes In Energy Expenditure, Dietary Intake, And Energy Availability Across An Entire Collegiate Women’S Basketball Season: Erratum, Breyannah R. Zanders, Brad S. Currier, Patrick Harty, Hannah A. Zabriskie, Charles R. Smith, Richard A. Stecker, Scott R. Richmond, Andrew R. Jagim, Chad Kerksick

Faculty Scholarship

Erratum


The Effects Of Protein And Carbohydrate Supplementation, With And Without Creatine, On Occupational Performance In Firefighters, Kaia Elstad, Conley Malone, Joel Luedke, Salvadore J. Jaime, Ward C. Dobbs, Thomas Almonroeder, Chad M. Kerksick, Adam Markert, Andrew R. Jagim Dec 2023

The Effects Of Protein And Carbohydrate Supplementation, With And Without Creatine, On Occupational Performance In Firefighters, Kaia Elstad, Conley Malone, Joel Luedke, Salvadore J. Jaime, Ward C. Dobbs, Thomas Almonroeder, Chad M. Kerksick, Adam Markert, Andrew R. Jagim

Faculty Scholarship

Background: The purpose of this study was to assess the effects of protein and carbohydrate supplementation, with and without creatine, on occupational performance in firefighters. Methods: Using a randomized, double-blind approach, thirty male firefighters (age: 34.4 ± 8.4 yrs., height: 1.82 ± 0.07 m; weight: 88.6 ± 12.5 kg; BF%: 17.2 ± 5.8%) were randomized to receive either (A.) 25 g of whey protein isolate + 25 g of carbohydrate powder (ProCarb group); or (B.) ProCarb + 5 g of creatine (Creatine group) in a double-blind fashion over a period of 21–26 days (depending on shift rotations) to evaluate …


College Major Area And Career Commitment: Rethinking Steam In Educational- Vocational Guidance, James Hutson, Sara Bagley, Colleen Biri Dec 2023

College Major Area And Career Commitment: Rethinking Steam In Educational- Vocational Guidance, James Hutson, Sara Bagley, Colleen Biri

Faculty Scholarship

Objective: The exigency for higher education to exhibit outcomes aligning with career competencies has intensified, driven by external pressures favoring job-specific training. Amidst shifting career tendencies of Generations Y and Z and the advent of artificial intelligence-led automation, the valuation of different college majors has come under scrutiny. This study aims to dissect the prevailing assumptions and explore the satisfaction and career commitment levels among individuals with career-focused degrees.

Methods: Utilizing a mixed-methods approach, the study delves into the relationships among areas of study, career commitment, self-esteem, and self-efficacy among alumni from a private Midwestern liberal arts college. Instruments …


Naturally Bicarbonated Water Supplementation Does Not Improve Anaerobic Cycling Performance Or Blood Gas Parameters In Active Men And Women, Anthony M. Hagele, Johnathan L. Boring, Jessica M. Moon, Kyle L. Sunderland, Petey W. Mumford, Chad M. Kerksick Dec 2023

Naturally Bicarbonated Water Supplementation Does Not Improve Anaerobic Cycling Performance Or Blood Gas Parameters In Active Men And Women, Anthony M. Hagele, Johnathan L. Boring, Jessica M. Moon, Kyle L. Sunderland, Petey W. Mumford, Chad M. Kerksick

Faculty Scholarship

The completion of high-intensity exercise results in robust perturbations to physiologic homeostasis, challenging the body’s natural buffering systems to mitigate the accumulation of metabolic by-products. Supplementation with bicarbonate has previously been used to offset metabolic acidosis, leading to improvements in anaerobic exercise performance. Purpose: The purpose of this study was to investigate the presence of ergogenic properties in naturally occurring low-dose bicarbonated water and their effects on anaerobic cycling performance and blood gas kinetics in recreationally active men and women. Methods: Thirty-nine healthy, recreationally active men and women (28.1 ± 8.0 years, 169.8 ± 11.7 cm, 68.9 ± 10.8 kg, …


Impact Of Probiotic Veillonella Atypica Fb0054 Supplementation On Anaerobic Capacity And Lactate, Kristen Gross, Marina Santiago, Joesi M. Krieger, Anthony M. Hagele, Kinga Zielinska, Jonathan Scheiman, Ralf Jäger, Alex Kostic, Chad Kerksick Dec 2023

Impact Of Probiotic Veillonella Atypica Fb0054 Supplementation On Anaerobic Capacity And Lactate, Kristen Gross, Marina Santiago, Joesi M. Krieger, Anthony M. Hagele, Kinga Zielinska, Jonathan Scheiman, Ralf Jäger, Alex Kostic, Chad Kerksick

Faculty Scholarship

Seven healthy, physically active men (n = 3) and women (n = 4) (30.7 ± 7.5 years, 172.7 ± 8.7 cm, 70.4 ± 11.6 kg, 23.6 ± 4.1 kg/m², 49.2 ± 8.4 mL/kg/min) supplemented for 14 days with a placebo (PLA) or 1 × 10¹⁰ CFU doses of the probiotic Veillonella atypica FB0054 (FitBiomics, New York, NY). Participants had safety panels, hemodynamics, lactate, and anaerobic capacity assessed. Stool samples were collected to evaluate for metagenomic and metabolomic changes. Exhaustion times were not different between groups, whereas anaerobic capacity tended to shorten with PLA (61.14 ± 72.04 s; 95% CI: −5.49, …


Use Of Ai To Recreate And Repatriate Lost, Destroyed Or Stolen Paintings: The 1785 Parisian Salon Case Study, Charles E. O'Brien, James Hutson, Trent Olsen, Jay Ratican Dec 2023

Use Of Ai To Recreate And Repatriate Lost, Destroyed Or Stolen Paintings: The 1785 Parisian Salon Case Study, Charles E. O'Brien, James Hutson, Trent Olsen, Jay Ratican

Faculty Scholarship

This study investigates the efficacy of artificial intelligence (AI) in the field of artwork restoration, focusing on lost, stolen, or destroyed artworks. Employing a dual approach that combines traditional manual restoration techniques with advanced generative AI tools, the research centers on a case study of the 1785 Parisian Salon. It specifically examines the reconstitution of Antoine François Callet's painting, Achilles Dragging the Body of Hector, unveiled alongside Jacques-Louis David's Oath of the Horatii. The study utilizes Easy Diffusion and Stable Diffusion 2.1 technologies for inpainting and colorization processes. These AI tools are employed in concert with manual restoration practices to …


Character Amenability Of Vector-Valued Algebras, Terje Hill, David Robbins Dec 2023

Character Amenability Of Vector-Valued Algebras, Terje Hill, David Robbins

Faculty Scholarship

Let {Ax:x∈X} be a collection of complex Banach algebras indexed by the compact Hausdorff space X. We investigate the character amenability of certain algebras A of Ax-valued functions in relation to the character amenability of the Ax.


Beyond The Pixelated Mirror: Understanding Avatar Identity And Its Impact On In-Game Advertising And Consumer Behavior, Kyle Coble, Jay Ratican, James Hutson Dec 2023

Beyond The Pixelated Mirror: Understanding Avatar Identity And Its Impact On In-Game Advertising And Consumer Behavior, Kyle Coble, Jay Ratican, James Hutson

Faculty Scholarship

This article examines the complex dynamics between avatars and in-game advertising, probing how virtual representations influence consumer behavior within digital environments. It delves into the psychological interplay between self-perception and avatar embodiment, suggesting that while younger users may treat avatars as accessories showcasing personal interests, adults tend to opt for idealized selves, affecting their interaction with and responsiveness to virtual marketing. The study contemplates the avatar’s function as both a consumer and influencer in the expanding metaverse, considering the escalating integration of branded items in games. It also highlights potential shifts in consumption patterns as digital and physical realities converge. …


Social Costs Of Dobbs' Pro-Adoption Agenda, Malinda L. Seymore Dec 2023

Social Costs Of Dobbs' Pro-Adoption Agenda, Malinda L. Seymore

Faculty Scholarship

Abortion opponents have long claimed that women denied access to abortion can simply give their children up for adoption. Justice Alito repeated this argument in Dobbs v. Jackson Women’s Health. Of course, this claim assumes away the burdens of the pregnancy itself, which can result in economic strife, domestic violence, health risks, and potentially death in childbirth. But even on its own terms, the argument that adoption is an adequate substitute for abortion access makes normative assumptions about adoption as a social good in and of itself, ignoring the social costs of adoption for birth parents and adoptees. Idealizing adoption …


A Public Technology Option, Hannah Bloch-Wehba Dec 2023

A Public Technology Option, Hannah Bloch-Wehba

Faculty Scholarship

Private technology increasingly underpins public governance. But the state’s growing reliance on private firms to provide a variety of complex technological products and services for public purposes brings significant costs for transparency: new forms of governance are becoming less visible and less amenable to democratic control. Transparency obligations initially designed for public agencies are a poor fit for private vendors that adhere to a very different set of expectations.

Aligning the use of technology in public governance with democratic values calls for rethinking, and in some cases abandoning, the legal structures and doctrinal commitments that insulate private vendors from meaningful …


High Stakes, Bad Odds: Health Laws And The Revived Federalism Revolution, Nicole Huberfeld Dec 2023

High Stakes, Bad Odds: Health Laws And The Revived Federalism Revolution, Nicole Huberfeld

Faculty Scholarship

The Supreme Court’s 2021 term produced a remarkable number of blockbuster decisions, nearly hiding an underlying federalism agenda that surfaced in health care, reproductive rights, administrative law, and public health related domains. Health law has been a vehicle for constitutional change before, but the stakes for older laws, most of which rely on states to accomplish national goals, have been raised. The Court has doubled down on interpretive methods that limit governmental power, using formalist tools like clear statement rules that demand specificity and offer little deference to lawmakers or regulators. These rules have constitutional dimensions, including separation of powers …


A Comment On Markovits's Welfare Economics And Antitrust, Keith N. Hylton Dec 2023

A Comment On Markovits's Welfare Economics And Antitrust, Keith N. Hylton

Faculty Scholarship

I criticize two features of the new book by Richard Markovits. One is the notion that ethics or moral judgments should be part of our analysis of antitrust. The other is the notion that market definition is incoherent.


After Ftx: Can The Original Bitcoin Use Case Be Saved?, Mark Burge Dec 2023

After Ftx: Can The Original Bitcoin Use Case Be Saved?, Mark Burge

Faculty Scholarship

Bitcoin and the other cryptocurrencies spawned by the innovation of blockchain programming have exploded in prominence, both in gains of massive market value and in dramatic market losses, the latter most notably seen in connection with the failure of the FTX cryptocurrency exchange in November 2022. After years of investment and speculation, however, something crucial has faded: the original use case for Bitcoin as a system of payment. Can cryptocurrency-as-a-payment-system be saved, or are day traders and speculators the actual cryptocurrency future? This article suggests that cryptocurrency has been hobbled by a lack of foundational commercial and consumer-protection law that …


Demystifying Artificial Intelligence (Ai) For Early Childhood And Elementary Education: A Case Study Of Perceptions Of Ai Of State Of Missouri Educators, Kathryn Arnone, James Hutson, Karen Woodruff Dec 2023

Demystifying Artificial Intelligence (Ai) For Early Childhood And Elementary Education: A Case Study Of Perceptions Of Ai Of State Of Missouri Educators, Kathryn Arnone, James Hutson, Karen Woodruff

Faculty Scholarship

Artificial intelligence (AI) and its impact on society have received a great deal of attention in the past five years since the first Stanford AI100 report. AI already globally impacts individuals in critical and personal ways, and many industries will continue to experience disruptions as the full algorithmic effects are understood. However, with regard to education, adopting in disciplines remains limited largely to Computer Science and Information Technology in postsecondary education. Recent advances with technology are especially promising for their potential to create and scale personalized learning for students, to optimize strategies for learning outcomes, and to increase access to …


Leveraging Generative Agents: Autonomous Ai With Simulated Personas For Interactive Simulacra And Collaborative Research, James Hutson, Jay Ratican Dec 2023

Leveraging Generative Agents: Autonomous Ai With Simulated Personas For Interactive Simulacra And Collaborative Research, James Hutson, Jay Ratican

Faculty Scholarship

The advent of large language models (LLMs) and AI learning have fundamentally reshaped the research landscape, paving the way for novel problem-solving approaches. This paper introduces a unique framework that leverages the capabilities of autonomous AI agents with simulated personas to drive collaborative research in groundbreaking ways. Inspired by a recent study of autonomous agents mirroring human behavior, this concept encourages the use of a cadre of AI agents, each possessing specialized expertise for collective endeavors. By replicating human diversity in teamwork, this approach targets complex and hitherto unsolvable issues. The key to this strategy is persona and emotional simulation, …


Essence As Algorithm: Public Perceptions Of Ai-Powered Avatars Of Real People, James Hutson, Jay Ratican, Colleen Biri Dec 2023

Essence As Algorithm: Public Perceptions Of Ai-Powered Avatars Of Real People, James Hutson, Jay Ratican, Colleen Biri

Faculty Scholarship

This paper investigates the intersection of generative AI, Large Language Models (LLM), and robotics. Exemplified by systems like ChatGPT and technological marvels such as Ameca the Robot, the combination of technologies will allow humans to transcend the limitations of death. Through digital necromancy, a practice encompassing the technological resurrection of deceased individuals, the ability to not only passively see recordings of loved ones but to interact with them is made possible, leading to ethical and psychological considerations. Therefore, examining these trends extends into the motives underlying engagement with both incorporeal and corporeal reproductions of individuals, with reasons ranging from memory …


Metaresearch, Psychology, And Law: A Case Study On Implicit Bias, Jason Chin, Alexander Holcombe, Kathryn Zeiler, Patrick Forscher, Ann Guo Dec 2023

Metaresearch, Psychology, And Law: A Case Study On Implicit Bias, Jason Chin, Alexander Holcombe, Kathryn Zeiler, Patrick Forscher, Ann Guo

Faculty Scholarship

When can scientific findings from experimental psychology be confidently applied to legal issues? And when applications have clear limits, do legal commentators readily acknowledge them? To address these questions, we survey recent findings from an emerging field of research on research (i.e., metaresearch). We find that many aspects of experimental psychology’s research and reporting practices threaten the validity and generalizability of legally relevant research findings, including those relied on by courts and policy-setting bodies. As a case study, we appraise the empirical claims relied on by commentators claiming that implicit bias deeply affects legal proceedings and practices, and that training …


Brief Of Amici Curiae Privacy And First Amendment Law Professors In Support Of Defendant-Appellant And Reversal, G. S. Hans, Hannah Bloch-Wehba, Danielle K. Citron, Julie E. Cohen, Mary Anne Franks, Woodrow Hartzog, Margot E. Kaminski, Gregory P. Magarian, Frank Pasquale, Neil Richards, Daniel J. Solove Dec 2023

Brief Of Amici Curiae Privacy And First Amendment Law Professors In Support Of Defendant-Appellant And Reversal, G. S. Hans, Hannah Bloch-Wehba, Danielle K. Citron, Julie E. Cohen, Mary Anne Franks, Woodrow Hartzog, Margot E. Kaminski, Gregory P. Magarian, Frank Pasquale, Neil Richards, Daniel J. Solove

Faculty Scholarship

STATEMENT OF INTEREST: Amici curiae are law professors and scholars of data privacy, constitutional law, and the First Amendment. Amici write to provide the court with scholarly expertise on the complexities of data privacy law and its intersection with the First Amendment. Amici have collectively written scores of academic articles and multiple books on data privacy, technology, the First Amendment, and constitutional challenges to state and federal privacy regulation.

Amici submit this brief pursuant to Fed. Rule App. P. 29(a) and do not repeat arguments made by the parties. No party’s counsel authored this brief, or any part of …


Reply Brief For Petitioner, Ferguson V. America, Brian Wolfman, Madeline H. Meth Nov 2023

Reply Brief For Petitioner, Ferguson V. America, Brian Wolfman, Madeline H. Meth

Faculty Scholarship

The Government concedes that the circuits are divided over whether 28 U.S.C. § 2255 limits a district court’s discretion in reviewing 18 U.S.C. § 3582(c)(1)(A) motions. And because it cannot dispute that this issue is cleanly presented, unaffected by the Sentencing Commission’s policy statement, and exceptionally important, it instead rewrites the question presented. The Government’s effort to replace a question about the relationship (if any) between Section 3582(c)(1)(A) and Section 2255 with one about whether the district court abused its discretion should be rejected, and with it the Government’s attempt to gloss over the intractable circuit split, its misguided argument …


Social Activity Restriction And Psychological Health Among Caregivers Of Older Adults With And Without Dementia, Elliane Irani, Kylie Meyer, Scott Emory Moore, Kedong Ding Nov 2023

Social Activity Restriction And Psychological Health Among Caregivers Of Older Adults With And Without Dementia, Elliane Irani, Kylie Meyer, Scott Emory Moore, Kedong Ding

Faculty Scholarship

Objectives: We examined associations between social activity restriction and psychological distress and well-being for caregivers of older adults with and without dementia, and if the identified associations are different for the two groups. Methods: Using data from the 2017 National Study of Caregiving, we identified caregivers of older adults with (N = 541) and without (N = 1701) dementia. Linear regression models were estimated, adjusting for caregivers’ age, gender, race, education, relationship to care recipient, and self-rated health. Results: Restriction in visiting friends and family and attending religious services were associated with higher distress in dementia caregivers. Restriction in visiting …


Risk, Responsibility, Resilience, Respect: Covid-19 And The Protection Of Health Care Workers, William M. Sage, Victoria L. Tiase Nov 2023

Risk, Responsibility, Resilience, Respect: Covid-19 And The Protection Of Health Care Workers, William M. Sage, Victoria L. Tiase

Faculty Scholarship

Medicine and nursing have long professional traditions of altruism and self-sacrifice, including undertaking not only extreme stress but also personal risk in service of patient care. With exceptions for natural disasters, humanitarian missions, and military service, however, recent concerns about professional “burnout” often have had more to do with mismanagement, exploitation, and generational or technological change than with core clinical circumstances. The COVID-19 pandemic changed that – bringing front and center the close connections between the well-being of health care workers and the well-being of the patients they serve. This chapter begins with the COVID-19 experience of health care workers …


Reply Brief For Petitioner, Muldrow V. City Of St. Louis, Madeline H. Meth, Brian Wolfman Nov 2023

Reply Brief For Petitioner, Muldrow V. City Of St. Louis, Madeline H. Meth, Brian Wolfman

Faculty Scholarship

Section 703(a)(1) is straightforward: It prohibits all discrimination against an employee “with respect to his compensation, terms, conditions, or privileges of employment, because of such individual’s race, color, religion, sex, or national origin[.]” 42 U.S.C. § 2000e2(a)(1). The Department does not dispute that job transfers concern “terms and conditions” of employment. See Resp. Br. 1, 35. So, if the statute’s words are honored, and Jatonya Muldrow can show that the Department’s transfer decisions were imposed “because of” her sex, the Department is liable.

Yet the Department maintains that some discriminatory job transfers escape Title VII’s reach. It relies nearly exclusively …


Roberts's Revisions: A Narratological Reading Of The Affirmative Action Cases, Angela Onwuachi-Willig Nov 2023

Roberts's Revisions: A Narratological Reading Of The Affirmative Action Cases, Angela Onwuachi-Willig

Faculty Scholarship

In a seminal article published nearly twenty years ago in the Yale Journal of Law and the Humanities, Professor Peter Brooks posed a critical yet underexplored question: "Does the [flaw [n]eed a [n]arratology?"5 In essence, he asked whether law as a field should have a framework for deconstructing and understanding how and why a legal opinion, including the events that the opinion is centered on, has been crafted and presented in a particular way.6 After highlighting that "how a story is told can make a difference in legal outcomes," Brooks encouraged legal actors to "talk narrative talk" …


Google Sge: A New Way To Search, Teach, And Resist, Tessa Withorn Nov 2023

Google Sge: A New Way To Search, Teach, And Resist, Tessa Withorn

Faculty Scholarship

In May 2023, amidst the fanfare and outcries over ChatGPT, Google quietly rolled out early access to new features in Search Labs, a user-based experimental testing ground for Search Generative Experience (SGE). Google pitches SGE as a new way of searching that uses generative artificial intelligence (AI) to “understand a topic faster, uncover new viewpoints and insights, and get things done more easily,” but later adds that it also helps make “complex purchase decisions faster and much easier.”2 Interested users can simply tap the Labs icon in Google Chrome or a Google search on an Android device to sign up. …


Historic Tensions Involving International Intellectual Property Protection Of Medical Technology With Disastrous Public Health Consequences, Srividhya Ragavan, Swaraj Paul Barooah Nov 2023

Historic Tensions Involving International Intellectual Property Protection Of Medical Technology With Disastrous Public Health Consequences, Srividhya Ragavan, Swaraj Paul Barooah

Faculty Scholarship

Historic tensions have pervaded the alliance of intellectual property's ill-fated accord with trade. The intersections of the alliance have impacted access to medical technologies resulting in plaguing public health with disastrous consequences in select parts of the globe, the first of which was perhaps most notably seen during the HIV-AIDS crisis at the turn of the century. At this time, WTO’s sacrosanct norms from the accord between trade and intellectual property rights essentially force African countries to choose between international trade sanctions, and saving thousands of lives by allowing exceptions to patent rights. While much has been written about global …


Limitations And Possibilities Of Digital Restoration Techniques Using Generative Ai Tools: Reconstituting Antoine François Callet’S Achilles Dragging Hector’S Body Past The Walls Of Troy, Charles O'Brien, James Hutson, Trent Olsen, Jay Ratican Nov 2023

Limitations And Possibilities Of Digital Restoration Techniques Using Generative Ai Tools: Reconstituting Antoine François Callet’S Achilles Dragging Hector’S Body Past The Walls Of Troy, Charles O'Brien, James Hutson, Trent Olsen, Jay Ratican

Faculty Scholarship

Digital restoration offers new avenues for conserving historical artworks, yet presents unique challenges. This research delves into the balance between traditional restoration methods and the use of generative artificial intelligence (AI) tools, using Antoine François Callet’s portrayal of Achilles Dragging Hector’s Body Past the Walls of Troy as a case study. The application of Easy Diffusion and Stable Diffusion 2.1 technologies provides insights into AI-driven restoration methods such as inpainting and colorization. Results indicate that while AI can streamline the restoration process, repeated inpainting can compromise the painting’s color quality and detailed features. Furthermore, the AI approach occasionally introduces unintended …