Digital Commons Network^™

Problematic Interactions Between Ai And Health Privacy, W. Nicholson Price Ii

Articles

Problematic Interactions Between AI and Health Privacy Nicholson Price, University of Michigan Law SchoolFollow Abstract The interaction of artificial intelligence (AI) and health privacy is a two-way street. Both directions are problematic. This Essay makes two main points. First, the advent of artificial intelligence weakens the legal protections for health privacy by rendering deidentification less reliable and by inferring health information from unprotected data sources. Second, the legal rules that protect health privacy nonetheless detrimentally impact the development of AI used in the health system by introducing multiple sources of bias: collection and sharing of data by a small set …

Towards A Framework For Comparing Functionalities Of Multimorbidity Clinical Decision Support: A Literature-Based Feature Set And Benchmark Cases., Dympna O'Sullivan, William Van Woensel, Szymon Wilk, Samson Tu, Wojtek Michalowski, Samina Abidi, Marc Carrier, Ruth Edry, Irit Hochberg, Stephen Kingwell, Alexandra Kogan, Martin Michalowski, Hugh O'Sullivan, Mor Peleg

Articles

Multimorbidity, the coexistence of two or more health conditions, has become more prevalent as mortality rates in many countries have declined and their populations have aged. Multimorbidity presents significant difficulties for Clinical Decision Support Systems (CDSS), particularly in cases where recommendations from relevant clinical guidelines offer conflicting advice. A number of research groups are developing computer-interpretable guideline (CIG) modeling formalisms that integrate recommendations from multiple Clinical Practice Guidelines (CPGs) for knowledge-based multimorbidity decision support. In this paper we describe work towards the development of a framework for comparing the different approaches to multimorbidity CIG-based clinical decision support (MGCDS). We present …

Professional Caring In Affective Services; The Ambivalence Of Emotional Nurture In Practice, Niall Hanlon

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Emotional nurturance is a fundamental feature of all forms of professional caring. As well as delivering expert social, health, education, practical or personal services, good caregivers possess an other-centred disposition, are emotionally intelligent and relationally skilled, and morally caring. Despite this, the value, role, and status of emotional nurturance in professional care is ambivalent. Drawing on feminist care theory, Hochchild’s emotional labour theory, and Bourdieusian social reproduction theory, as well as diverse empirical studies, this paper identifies how emotion is marginalised and misrecognised and calls for the reappraisal of emotion in professional care work in ways that appreciate tensions, contradictions, …

A Quantitative Evaluation Of Global, Rule-Based Explanations Of Post-Hoc, Model Agnostic Methods, Giulia Vilone, Luca Longo

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Understanding the inferences of data-driven, machine-learned models can be seen as a process that discloses the relationships between their input and output. These relationships consist and can be represented as a set of inference rules. However, the models usually do not explicit these rules to their end-users who, subsequently, perceive them as black-boxes and might not trust their predictions. Therefore, scholars have proposed several methods for extracting rules from data-driven machine-learned models to explain their logic. However, limited work exists on the evaluation and comparison of these methods. This study proposes a novel comparative approach to evaluate and compare the …

Shifting The Eu Taxonomy From Theory To Practice: A Review Of The Literature Highlighting Potential Academic Contributions To Its Adoption, Implementation, And Impact, Dylan Kirby, Sandra Thompson, Cormac H. Macmahon

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The EU Taxonomy seeks to identify those sustainable economic activities, thereby supporting climate change mitigation and adaptation. Recent legislation underpinning the EU Taxonomy, such as the Non-Financial Reporting Directive (NFRD) and the Sustainable Finance Disclosure Regulation (SFDR), highlight the urgency for academic contributions that might shed light on its operationalisation. At this embryonic stage in the Taxonomy’s lifecycle, there is potential for the academic community to contribute to understanding its implications. Hence, we undertake a thematic analysis of predominantly, but not exclusively, professional literature to prioritise potential empirical research or conceptualisations that might offer insights for finance and accounting professionals, …

Property Law For The Ages, Michael C. Pollack, Lior Jacob Strahilevitz

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Within the next forty years, the number of Americans over age sixty-five is projected to nearly double. This seismic demographic shift will necessitate a reckoning in several areas of law and policy, but property law is especially unprepared. Built primarily for young and middle-aged white men, the common law of property has been critiqued for decades for the ways in which it oppresses or simply leaves behind people based on their race, sex, Native heritage, and more. This Article contributes a new focus on property law’s treatment of people based on their advanced age. Burdened by higher relocation costs, more …

Behind The Scenes: On The Relationship Between Developer Experience And Refactoring, Eman Abdullah Alomar, Mohamed Wiem Mkaouer, Anthony Peruma, Christian D. Newman, Ali Ouni

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Refactoring is widely recognized as one of the efficient techniques to manage technical debt and maintain a healthy software project through enforcing best design practices, or coping with design defects. Previous refactoring surveys have shown that code refactoring activities are mainly executed by developers who have sufficient knowledge of the system’s design, and disposing of leadership roles in their development teams. However, these surveys were mainly limited to specific projects and companies. In this paper, we explore the generalizability of the previous results by analyzing 800 open-source projects. We mine their refactoring activities, and we identify their corresponding contributors. Then, …

Synergistic Anticancer Response Of Curcumin And Piperine Loaded Lignin-G-P (Nipam-Co-Dmaema) Gold Nanogels Against Glioblastoma Multiforme, Xinyi Zhao, Bilal Javad, Daxing Cui, James Curtin, Furong Tian

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Glioblastoma multiforme (GBM) is the most aggressive and commonly diag- 11 nosed brain cancer and presents a strong resistance to routine chemotherapeutic drugs. 12 The present study involves the synthesis of Lignin-g- p (NIPAM-co-DMAEMA) gold 13 nanogel, loaded with curcumin and piperine to treat GBM. The application has three 14 functions: (1) overcome the limitations of biodistribution, (2) enhance the toxicity of an- 15 ticancer drugs against GBM, (3) identify the uptake pathway. Atom transfer radical 16 polymerization was used to synthesize the Lignin-g-PNIPAM network, crosslinked with 17 the gold nanoparticles (GNPs) to self-assemble into nanogels. The size distribution and …

Enhanced Anticancer Response Of Curcumin- And Piperine-Loaded Lignin-G-P (Nipam-Co-Dmaema) Gold Nanogels Against U-251 Mg Glioblastoma Multiforme, Bilal Javed, Xinyi Zhao, Daxiang Cui, James Curtin, Furong Tian

Articles

Glioblastoma multiforme (GBM) is the most aggressive and commonly diagnosed brain cancer and is highly resistant to routine chemotherapeutic drugs. The present study involves the synthesis of Lignin-g-p (NIPAM-co-DMAEMA) gold nanogel, loaded with curcumin and piperine, to treat GBM. The ongoing study has the application potential to (1) overcome the limitations of drugs biodistribution, (2) enhance the toxicity of anticancer drugs against GBM, and (3) identify the drugs uptake pathway. Atom transfer radical polymerization was used to synthesize the Lignin-g-PNIPAM network, crosslinked with the gold nanoparticles (GNPs) to self-assemble into nanogels. The size distribution and morphological analysis confirmed that the …

Caring For The Souls Of Our Students: The Evolution Of A Community Economic Development Clinic During Turbulent Times, Gowri J. Krishna, Kelly Pfeifer, Dana Thompson

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Community Economic Development (CED) clinicians regularly address issues surrounding economic, racial, and social justice, as those are the core principles motivating their work to promote vibrant, diverse, and sustainable communities. When COVID-19 arrived, and heightened attention to police brutality and racial injustice ensued, CED clinicians focused not only on how to begin to address these issues in their clinics, but on how to discuss these issues more deeply and effectively with their students. This essay highlights the ways in which the pandemic school year influenced significant rethinking of one CED clinic’s operations: first, the pandemic sharpened the clinic’s mission to …

Towards An Integrated Case Method In Management Education - Developing An Ecosystem-Based Research And Learning Journey For Flipped Classrooms, Jan-Philipp Buechler Prof Dr, Gregor Brüggelambert Prof Dr, Jan-Phillip Büchler Prfo Dr, Helen De.Haan-Cao Dr, Asta Savaneviciene Prof

Articles

In the field of management science and business administration, the case method is gaining ground in research as well as in teaching. Case studies support on the one hand exploratory re-search and on the other hand problem-based teaching. However, we find that case research and case teaching remain unchained in management study programs and propose to close this gap. We identify an untapped potential of boosting the case method by integrating case-based re-search and teaching into a discovery and learning journey of applied science. We suggest em-bedding the ‘Integrated Case Method’ (ICM) in the ecosystem of universities to the end …

Quantifying Parent Engagement In The Randomized Fuel For Fun Impact Study Identified Design Considerations And Bmi Relationships, Barbara A. Lohse, Leslie Cunningham-Sabo

Articles

Background: Parent participation in children’s health interventions is insufciently defned and measured. This project quantifed parent participation to enable future examination with outcomes in an intervention focused on 4th graders, aged 9–11 years, and their families living in northern Colorado.

Methods: Indices were developed to measure type (Parent Participation Profle; PPP) and intensity (Parent Engage‑ ment Intensity; PEI) of engagement in Fuel for Fun (FFF), an asymmetric school-and family-based intervention for 4th graders. Study arm-specifc participation opportunities were catalogued and summed to calculate the PPP. An algo‑ rithm considered frequency, efort, convenience, and invasiveness of each activity to calculate PEI. …

Teaching Meiosis With The Dna Triangle Framework: A Classroom Activity That Changes How Students Think About Chromosomes, Leslie Kate Wright, Paulina Cortez, Margaret A. Franzen, Dina L. Newman

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Many biology students struggle to learn about the process of meiosis and have particular difficulty understanding the molecular basis of crossing over and the importance of homologous pairing for proper segregation. To help students overcome these challenges, we designed an activity that uses a newly developed Chromosome Connections Kit® from 3-D Molecular Designs to allow learners to explore meiosis at the molecular level. We took a backwards design approach in constructing an effective classroom activity. We developed evidence-based learning objectives and designed a crossing over activity that targets students' misconceptions and key concepts about meiosis. Assessment questions were designed based …

Why Are You Here? Modeling Illicit Massage Business Location Characteristics With Machine Learning, Anna White, Seth Guikema, Bridgette Carr

Articles

Illicit massage businesses are a venue for sex and labor trafficking in the United States. Though many of their locations are made publicly available through online advertising, little is known about why they choose to locate where they do. In this work, we use inferential modeling to better understand the spatial distribution of illicit massage businesses within the U.S. Based on addresses web-scraped weekly from online advertisements over 6 months, we modeled illicit massage business prevalence at the census tract and county levels. We used publicly available data to characterize census tracts and counties, finding that the state in which …

Contract Schemas, Roseanna Sommers

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This review draws on the notion of “contract schemas” to characterize what ordinary people think is happening when they enter into contractual arrangements. It proposes that contracts are schematically represented as written documents filled with impenetrable text containing hidden strings, which are routinely signed without comprehension. This cognitive template, activated whenever people encounter objects with these characteristic features, confers certain default assumptions, associations, and expectancies. A review of the literature suggests that contract schemas supply (a) the assumption that terms will be enforced as written, (b) the feeling that one is obligated to perform, and (c) the sense that one …

Special Matters: Filtering Privileged Materials In Federal Prosecutions, Christina Frohock

Articles

This Article reviews the U.S. Department of Justice's toolbox for handling potentially privileged materials, with close attention to the evolution from filter teams to the Special Matters Unit in fraud prosecutions. Significant case opinions from the U.S. Courts of Appeals for the Fourth, Sixth, and Eleventh Circuits reveal the judiciary's diverse views on filter teams. The recent case of United States v. Esformes in the U.S. District Court for the Southern District of Florida, now on appeal to the Eleventh Circuit, illustrates how a filter team can fall short and draw unflattering attention to the Department of Justice. In the …

Perspectives On Computing Ethics: A Multi-Stakeholder Analysis, Damian Gordon, Ioannis Stavrakakis, Paul J. Gibson, Brendan Tierney, Anna Becevel, Andrea Curley, Michael Collins, William O'Mahony, Dympna O'Sullivan

Articles

Purpose:

Computing ethics represents a long established, yet rapidly evolving, discipline that grows in complexity and scope on a near-daily basis. Therefore, to help understand some of that scope it is essential to incorporate a range of perspectives, from a range of stakeholders, on current and emerging ethical challenges associated with computer technology. This study aims to achieve this by using, a three-pronged, stakeholder analysis of Computer Science academics, ICT industry professionals, and citizen groups was undertaken to explore what they consider to be crucial computing ethics concerns. The overlap between these stakeholder groups are explored, as well as whether …

Punnett Square Or Protein Production? The Expert-Novice Divide For Conceptions Of Genes And Gene Expression, Dina L. Newman, Aeowynn Coakley, Aidan Link, Korinne Mills, Leslie Kate Wright

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Concepts of molecular biology and genetics are difficult for many biology undergraduate students to master yet are crucial for deep understanding of how life works. By asking students to draw their ideas, we attempted to uncover the mental models about genes and gene expression held by biology students (n = 23) and experts (n = 18) using semistructured interviews. A large divide was identified between novice and expert conceptions. While experts typically drew box-and-line representations and thought about genes as regions of DNA that were used to encode products, students typically drew whole chromosomes rather than focusing on gene structure …

Cavity Optomechanical Sensing And Manipulation Of An Atomic Persistent Current, Pardeep Kumar, Tushar Biswas, Kristian Feliz, Rina Kanamoto, M-S Chang, Anand K. Jha, Mishkat Bhattacharya

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This theoretical work initiates contact between two frontier disciplines of physics, namely, atomic superfluid rotation and cavity optomechanics. It considers an annular Bose-Einstein condensate, which exhibits dissipationless flow and is a paradigm of rotational quantum physics, inside a cavity excited by optical fields carrying orbital angular momentum. It provides the first platform that can sense ring Bose-Einstein condensate rotation with minimal destruction, in situ and in real time, unlike demonstrated techniques, all of which involve fully destructive measurement. It also shows how light can actively manipulate rotating matter waves by optomechanically entangling persistent currents. Our work opens up a novel …

Seaweed Polysaccharide In Food Contact Materials (Active Packaging, Intelligent Packaging, Edible Films, And Coatings), Kalpani Y. Perera, Shubham Sharma, Amit K. Jaiswal, Swarna Jaiswal

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Food contact materials (FCMs) are materials that come in contact with food products such as food packaging which play a significant role in the food quality and safety. Plastic, which is a major food packaging material, harms the eco-system, wildlife, and the environment. As a result, numerous researches have been in progress on alternative polymers, which has similar properties as plastic but is also environmentally friendly (biodegradable). In recent years, the utilization of seaweed polysaccharides has piqued interest due to its biodegradability, non-toxicity, antioxidant capabilities, and excellent film formation ability. However, it has a number of drawbacks such as low …

Rethinking Immigration Enforcement, Peter L. Markowitz

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As the nation turns the page away from the dark chapter of President Trump's relentless assault on immigrants, it is time to take stock of the nation's unprecedented immigration enforcement regime. During its relatively short existence, the Immigration and Customs Enforcement agency (ICE) has deported more than twice as many people as were deported in the entire previous history of the United States. The human and fiscal costs of ICE's mass deportation agenda are astronomical, and there is almost universal agreement across the political spectrum that the United States' immigration enforcement apparatus is badly broken. That, however, is where the …

How Serving Jobless Workers During The Pandemic’S Economic Recession Grounded Students: A Reflection From Michigan’S Workers’ Rights Clinic, Rachael Kohl, Nancy Vettorello

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The COVID-19 pandemic drastically changed the delivery of legal education. Many courses switched to remote instruction, and that change was particularly complicated for clinical courses. For Michigan's Workers' Right Clinic (WRC), however, the pandemic brought more than a change in course delivery - it brought a huge influx of new cases and community need with rapidly and continually changing laws. This article describes how the WRC navigated and thrived, despite the rapid changes brought about by the pandemic, and how the clinic provided an opportunity for students to engage in more complex work that benefited students both academically and mentally. …

The Promise And Limits Of Lawfulness: Inequality, Law, And The Techlash, Salomé Viljoen

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In response to widespread skepticism about the recent rise of “tech ethics”, many critics have called for legal reform instead. In contrast with the “ethics response”, critics consider the “lawfulness response” more capable of disciplining the excesses of the technology industry. In fact, both are simultaneously vulnerable to industry capture and capable of advancing a more democratic egalitarian agenda for the information economy. Both ethics and law offer a terrain of contestation, rather than a predetermined set of commitments by which to achieve more democratic and egalitarian technological production. In advancing this argument, the essay focuses on two misunderstandings common …

Voices From A Prison Pandemic: Lives Lost From Covid-19 At Lakeland Correctional, Kimberly Thomas

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Coronavirus tore through jails and prisons like wildfire. In some states, more than half of the people incarcerated there tested positive for COVID-19; nearly 400,000 people in prison across the United States have tested positive. For people in prison, COVID-19 brought the loss of close friends, solitary confinement, loss of connection with family and programming, lack of information, and fear of contracting the virus. It has also reminded those who are incarcerated of the one-dimensional way in which people in prison are perceived. As stated by one collaborator, Cory Souders, "[s]o many men and women who come to prison are …

Sediqa: Sound Emitting Document Image Quality Assessment In A Reading Aid For The Visually Impaired, Jane Courtney

Articles

For visually impaired people (VIPs), the ability to convert text to sound can mean a new level of independence or the simple joy of a good book. With significant advances in optical character recognition (OCR) in recent years, a number of reading aids are appearing on the market. These reading aids convert images captured by a camera to text which can then be read aloud. However, all of these reading aids suffer from a key issue—the user must be able to visually target the text and capture an image of sufficient quality for the OCR algorithm to function—no small task …

‘Gilded Gravel In The Bowl’: Ireland’S Cuisine And Culinary Heritage In The Poetry Of Seamus Heaney, Anke Klitzing

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Seamus Heaney’s poetry is rich in detail about agricultural and food practices in his native Northern Ireland from the 1950s onwards, such as cattle-trading, butter-churning, eel-fishing, blackberry-picking or home-baking. Often studied from an ecocritical perspective, the abundance of agricultural and culinary scenes in Heaney’s work makes a gastrocritical focus on food and foodways suitable. Food has been recognized as a highly condensed social fact, and writers have long tapped into its multi-layered meanings to illuminate socio-cultural circumstances, making literature a valuable ethnographic source. A gastrocritical reading of Heaney’s work from 1966 to 2010, drawing on Rozin’s Structure of Cuisine, shows …

Profiling Mathematical Procedural And Problem-Solving Skills Of Undergraduate Students Following A New Mathematics Curriculum, Fiona Faulkner, Mark Prendergast, Cormac Breen, Michael Carr

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In 2010 a mathematics curriculum was introduced in Irish second level schools entitled ‘Project Maths’ (PM). It aimed to refocus second level mathematics teaching and learning away from an over emphasis on procedural mathematics towards problem solving and real understanding [Department of Education and Skills (DES). (2010). Report of the Project Maths implementation support group. https://www.education.ie/en/Publications/Policy-Reports/Report-of-the-Project-Maths-Implementation-Group.pdf]. This paper aims to examine the performance of 1st year undergraduate students’ procedural and problem solving skills after the introduction of PM. A diagnostic test was developed to determine students’ skills in each area and findings demonstrated that students perform statistically significantly …

Immobilized-Enzyme Reactors Integrated Into Analytical Platforms: Recent Advances And Challenges, Bert Wouters Dr, Sinead Currivan, Noor Abdulhussain, T. Hankemeier, Peter J. Schoenmakers

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Immobilized-enzyme reactors (IMERs) are flow-through devices containing enzymes that are physically confined or localized with retention of their catalytic activities. IMERs can be used repeatedly and continuously and have been applied for (bio)polymer degradation, proteomics, biomarker discovery, inhibitor screening, and detection. Online integration of IMERs with analytical instrumentation, such as high-performance liquid chromatography (HPLC) systems, reduces the time needed for multi-step workflows, reduces the need for sample handling, and enables automation. However, online integration can also be challenging, as reaching its full potential requires complex instrumental setups and experienced users. This review aims to provide an assessment of recent advances …

Flesh And Circuit: Rethinking Performance And Technology, Conor Mcgarrigle, E L. Putnam

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The live, embodied, material, and interactive qualities of performance have made it a notable means of exploring the creative potential of technological engagement, acting as a critical vector for revealing and resisting the technological colonisation of everyday life. The innovative collaborations of Experiments in Art and Technology (EAT) during the 1960’s with artists such as Yvonne Rainer and Robert Rauschenberg, Stelarc’s extreme body modifications, Dumb Type’s intermedia performance, and Guillermo Gomez-Pena and La Pocha Nostra’s poetic and speculative imaginings, have mapped the advances in technology and opened new creative fields to explore embodiment. However, there are still some significant oversights …

Classification Of Explainable Artificial Intelligence Methods Through Their Output Formats, Giulia Vilone, Luca Longo

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Machine and deep learning have proven their utility to generate data-driven models with high accuracy and precision. However, their non-linear, complex structures are often difficult to interpret. Consequently, many scholars have developed a plethora of methods to explain their functioning and the logic of their inferences. This systematic review aimed to organise these methods into a hierarchical classification system that builds upon and extends existing taxonomies by adding a significant dimension—the output formats. The reviewed scientific papers were retrieved by conducting an initial search on Google Scholar with the keywords “explainable artificial intelligence”; “explainable machine learning”; and “interpretable machine learning”. …