Digital Commons Network^™

Ethical, Legal, And Policy Challenges In Field-Based Neuroimaging Research Using Emerging Portable Mri Technologies: Guidance For Investigators And For Oversight, Francis X. Shen, Susan M. Wolf, Francez Lawrenz, Donnella S. Comeau, Kafui Dzirasa, Barbara J. Evans, Damien Fair, Martha J. Farah, S. Duke Han, Judy Illes, Jonathan D. Jackson, Eran Klein, Karen S. Rommelfanger, Matthew S. Rosen, Efraín Torres, Paul Tuite, J. Thomas Vaughan, Michael Garwood

Articles

Researchers are rapidly developing and deploying highly portable MRI technology to conduct field-based research. The new technology will widen access to include new investigators in remote and unconventional settings and will facilitate greater inclusion of rural, economically disadvantaged, and historically underrepresented populations. To address the ethical, legal, and societal issues raised by highly accessible and portable MRI, an interdisciplinary Working Group (WG) engaged in a multi-year structured process of analysis and consensus building, informed by empirical research on the perspectives of experts and the general public. This article presents the WG’s consensus recommendations. These recommendations address technology quality control, design …

Scientists' Perspectives On Ethical Issues In Research With Emerging Portable Neuroimaging Technology: The Need For Guidance On Ethical, Legal, And Societal Implications (Elsi), Frances Daniels, Efrain Torres, Frances Lawrenz, Susan M. Wolf, Francis X. Shen

Articles

Deployment of new, more portable, and less costly neuroimaging technologies such as portable magnetoencephalography, electroencephalography, positron emission tomography, functional near-infrared spectroscopy, high-density diffuse optical tomography, and magnetic resonance imaging is advancing rapidly. Given this trajectory toward increasing use of neuroimaging outside the hospital, we sought to identify ethical, legal, and societal implications (ELSI) of these new technologies by understanding the perspectives of those scientists and engineers developing and implementing portable neuroimaging technologies in the United States, Europe, and Asia. Based on a literature review, we identified and contacted 19 potential interviewees and then conducted 11 semi-structured interviews in English by …

Conducting Research With Highly Portable Mri In Community Settings: A Practical Guide To Navigating Ethical Issues And Elsi Checklist, Francis X. Shen, Susan Wolf, Frances Lawrenz, Donnella S. Comeau, Barbara J. Evans, Damien Fair, Martha J. Farah, Michael Garwood, S. Duke Han, July Illes, Jonathan D. Jackson, Eran Klein, Matthew S. Rosen, Efraín Torres, Paul Tuite, J. Thomas Vaughan

Articles

Highly portable and accessible MRI technology will allow researchers to conduct field-based MRI research in community settings. Previous guidance for researchers working with fixed MRI does not address the novel ethical, legal, and societal issues (ELSI) of portable MRI (pMRI). Our interdisciplinary Working Group (WG) previously identified 15 core ELSI challenges associated with pMRI research and recommended solutions. In this article, we distill those detailed recommendations into a Portable MRI Research ELSI Checklist that offers practical operational guidance for researchers contemplating using this technology.

Microbial And Enzymatic Biodegradation Of Plastic Waste For A Circular Economy, Muhammad Aitzaz Akram, Rangasamy Savitha, Gemma K. Kinsella, Kieran Nolan, Barry J. Ryan, Gary T. Henehan

Articles

Plastics play a crucial role in modern life, but their accumulation poses a serious threat to both the environment and human health. Due to their effects on the terrestrial and aquatic environment, it is essential to develop sustainable approaches to dispose of waste plastics. Traditional methods of plastic disposal, such as burning and landfilling, are problematic since they produce hazardous byproducts. Biodegradation is a potentially effective, eco-friendly approach which uses microbial consortia or isolated enzymes to break down plastic waste. Enzymes interact with plastic surfaces and hydrolyse the large polymer chains into smaller units. These byproducts can then be utilised …

The Role Of Interpersonal Conflict As A Cause Of Work-Related Stress In Construction Managers In Ireland, Patrick J. Bruce, Victor Hrymak, Carol M. Bruce Dr, Joseph Byrne

Articles

Construction is a project-driven industry that places a high premium on product delivery on time, within budget and to required standards. Modern construction projects have become more complex in nature, the complex relational and lengthy process of designing and building makes construction a process in which conflict is virtually ensured (Jaffar et al., 2011; Wang et al., 2023). These characteristics of the industry contribute to workplace stress. Therefore, it is not surprising that research has confirmed a strong presence of workplace stress within the industry, (Lingard and Francis, 2004; Vaux and Dority, 2020). Many construction managers experience excessive levels of …

Chemical Modification Of Bacterial Exopolysaccharides: Antioxidant Properties And Health Potentials, Irshad Ahmad Shah, Digambar Kavitake, Swati Tiwari, Palanisamy Bruntha Devi, G. Bhanuprakash Reddy, Krishna Kumar Jaiswal, Amit K. Jaiswal, Prathapkumar Halady Shetty

Articles

In recent years, there has been a burgeoning interest in the utilization of microbial exopolysaccharides (EPS) because of the added advantage of their renewable, biocompatible, and biodegradable nature in addition to intended applications. The endowed properties of bacterial EPS make them valuable candidates for a wide array of industrial applications. Modification of native EPS is known to enhance various physico-chemical and functional properties. Various modifications such as physical, chemical, biological, and enzymatic modifications were practiced improving the bioactivity of EPS. This paper comprehensively aims to review the most recent chemical modification techniques employed to modify the physico-chemical and functional changes …

Generating A Template For An Educational Software Development Methodology For Novice Computing Undergraduates: An Integrative Review, Catherine Higgins, Ciaran O'Leary, Claire Mcavinia, Barry J. Ryan

Articles

Aim/Purpose The teaching of appropriate problem-solving techniques to novice learners in undergraduate software development education is often poorly defined when compared to the delivery of programming techniques. Given the global need for qualified designers of information technology, the purpose of this research is to produce a foundational template for an educational software development methodology grounded in the established literature. This template can be used by third-level educators and researchers to develop robust educational method-ologies to cultivate structured problem solving and software development habits in their students while systematically teaching the intricacies of software crea-tion. Background While software development methodologies are …

Exploring Safety Of Machineries And Training: An Overview Of Current Literature Applied To Manufacturing Environments, Maria Elena Del Giudice, Mahnaz Sharafkhani, Mario Di Nardo, Teresa Murino, Maria Chiara Leva

Articles

A machine is described as an assembly that has a drive system installed or is planned to have a drive system installed and that is constituted of linked elements or components, at least one of which moves, that are connected for a particular application (ISO12100). Different types of risks are present in machines, and exposure to them can cause harm or even death. When risk has been adequately reduced, machinery safety considers a machine's ability to complete its intended duty throughout its life cycle. A literature review was carried out using “safety of machinery” as a keyword, which produced an …

Toward Circular Economy: Potentials Of Spent Coffee Grounds In Bioproducts And Chemical Production, Hisham Ahmed, Rasaq S. Abolore, Swarna Jaiswal, Amit K. Jaiswal

Articles

With growing concern over environmental sustainability and dwindling fossil resources, it is crucial to prioritise the development of alternative feedstocks to replace fossil resources. Spent coffee grounds (SCGs) are an environmental burden with an estimated six million tons being generated on a wet basis annually, globally. SCGs are rich in cellulose, lignin, protein, lipids, polyphenols and other bioactive compounds which are important raw materials for use in industries including pharmaceuticals and cosmetics. Furthermore, the energy sector has the potential to capitalize on the high calorific value of SCGs for biofuel and biogas production, offering a sustainable alternative to fossil fuels. …

Agro-Food Waste Valorization For Sustainable Bio-Based Packaging, Luana De S.C. Carnaval, Amit K. Jaiswal, Swarna Jaiswal

Articles

In recent years, the increase in the generation of agro-food processing waste, coupled with uncontrolled disposal and inefficient recovery methods, has raised concerns among society, industries, and the research community. This issue is compounded by the accumulation of conventional synthetic packaging. Owing to their significant environmental and economic impacts, the development of sustainable, biocompatible, and biodegradable materials has become an urgent target. In this context, research efforts have been directed toward developing new packaging materials based on renewable sources, such as agro-food waste, contributing to the circular economy concept. However, despite significant advances, novel agro-food-waste-based packaging solutions still largely remain …

The Potential Of Edible Insects As A Safe, Palatable, And Sustainable Food Source In The European Union, Ann D. Conway, Swarna Jaiswal, Amit K. Jaiswal

Articles

Entomophagy describes the practice of eating insects. Insects are considered extremely nutritious in many countries worldwide. However, there is a lethargic uptake of this practice in Europe where consuming insects and insect-based foodstuffs is often regarded with disgust. Such perceptions and concerns are often due to a lack of exposure to and availability of food-grade insects as a food source and are often driven by neophobia and cultural norms. In recent years, due to accelerating climate change, an urgency to develop alternate safe and sustainable food-sources has emerged. There are currently over 2000 species of insects approved by the World …

Combinedeepnet: A Deep Network For Multistep Prediction Of Near-Surface Pm2.5 Concentration, Prasanjit Dey, Soumyabrata Dev, Bianca Schoen Phelan

Articles

PM2.5 is a type of air pollutant that can cause respiratory and cardiovascular problems. Precise PM2.5 (μg/m3) concentration prediction may help reduce health concerns and provide early warnings. To better understand air pollution, a number of approaches have been presented for predicting PM2.5 concentrations. Previous research used deep learning models for hourly predictions of air pollutants due to their success in pattern recognition, however, these models were unsuitable for multisite, long-term predictions, particularly in regard to the correlation between pollutants and meteorological data. This article proposes the combine deep network (CombineDeepNet), which combines multiple deep networks, including a bidirectional long …

Data Justice In Education: Toward A Research Agenda, Luci Pangrazio, Glenn Auld, Julianne Lynch, Carly Sawatzki, Gavin Duffy, Shelley Hannigan, Jo O'Mara

Articles

Educational institutions increasingly rely on digital platforms to deliver content and learning, monitor attendance, communicate with stakeholders, and evaluate institutional performance. Despite the efficiency and accessibility gains they offer, digital platforms are powered by personal data which, through a process of datafication, can be used to track, monitor, and profile staff and students. The insights drawn from this data can be used to shape educational and professional futures. This article examines how datafication has become a social justice issue in education, discussing the implications for well-being, decision-making, governance, and power in education. Using Hintz and colleagues framework for data justice, …

The Impact Of Emerging Technologies Of Industry 4.0 On Sustainability Dimensions, Mohammed Alnahhal, Waqas Saleem, Bashir Salah

Articles

In the Industry 4.0 (I4.0) era, emerging technologies positively affect sustainability both internally within the industry and externally at the global level. Sustainable productive systems are expected to be with the best indicators levels through using emerging technologies in the I4.0. This study aims to investigate the effect of emerging technologies in the I4.0 on the sustainability pillars through an analysis of a case study conducted at King Saud University about a Smart Yogurt Filling System. In this system, the most critical emerging technologies, such as Internet of Things (IoT), 3D printing, Near field communication technology (NFC), and Node-RED, were …

Coffee: Lighting Its Complex Ground Truth And Percolating Its Molecular Brew, Róża Paterek, Sive Geoghegan, Bernadette S. Creaven, Aoife Power

Articles

Coffee is one of the most widely traded commodities worldwide and its popularity is only increasing. The International Coffee Organisation (ICO) reported a 6% increase in global production in 2020 to 10.5 million tonnes. Coffee production is quite involved (from sowing to harvesting, processing, packaging, and storage); consequently, the industry faces major challenges in terms of the assessment of its quality, flavour, and the components which contribute to coffee's characterisation, as well as the sustainability of coffee production and global trade. This has prompted multiple studies on the nature of the aroma and taste of the many varieties of coffee …

An Image Processing Approach For Real-Time Safety Assessment Of Autonomous Drone Delivery, Assem A. Abdelhak, Dan Moss, Alan Hicks, Susan Mckeever

Articles

The aim of producing self-driving drones has driven many researchers to automate various drone driving functions, such as take-off, navigation, and landing. However, despite the emergence of delivery as one of the most important uses of autonomous drones, there is still no automatic way to verify the safety of the delivery stage. One of the primary steps in the delivery operation is to ensure that the dropping zone is a safe area on arrival and during the dropping process. This paper proposes an image-processing-based classification approach for the delivery drone dropping process at a predefined destination. It employs live streaming …

Microfluidic Flowmeter Based On A Liquid Crystal-Filled Nested Capillary, Zhe Wang, Arun Kumar Mallik, Fangfang Wei, Zhuochen Wang, Anuradha Rout, Rayhan Habib Jibon, Qiang Wu, Yuliya Semenova, University College Cork

Articles

Microfluidic flowmeters are a powerful and highly accurate tool, enabling precise monitoring and measurements of flows of gases and fluids in a range of applications. Here we proposed and experimentally demonstrated a whispering gallery modes flowmeter composed of a liquid crystal-filled nested capillary. Whispering gallery modes are excited by a tapered fiber coupled perpendicularly to the nested capillary. The air flowing through the capillary cools it down, which leads to a temperature-induced change of the refractive index of the nematic liquid crystals. This change in turn leads to a spectral shift of the whispering gallery modes resonances, which can be …

Impact Of Population Aging On Future Temperature-Related Mortality At Different Global Warming Levels, Multi-Country Multi-City (Mcc) Collaborative Network, Patrick Goodman

Articles

Older adults are generally amongst the most vulnerable to heat and cold. While temperature-related health impacts are projected to increase with global warming, the influence of population aging on these trends remains unclear. Here we show that at 1.5 °C, 2 °C, and 3 °C of global warming, heat-related mortality in 800 locations across 50 countries/areas will increase by 0.5%, 1.0%, and 2.5%, respectively; among which 1 in 5 to 1 in 4 heat-related deaths can be attributed to population aging. Despite a projected decrease in cold-related mortality due to progressive warming alone, population aging will mostly counteract this trend, …

A Comparative Study On Feature Extraction Techniques For The Discrimination Of Frontotemporal Dementia And Alzheimer's Disease With Electroencephalography In Resting-State Adults, Utkarsh Lal, Arjun Vinayak Chikkankod, Luca Longo

Articles

Early-stage Alzheimer's disease (AD) and frontotemporal dementia (FTD) share similar symptoms, complicating their diagnosis and the development of specific treatment strategies. Our study evaluated multiple feature extraction techniques for identifying AD and FTD biomarkers from electroencephalographic (EEG) signals. We developed an optimised machine learning architecture that integrates sliding windowing, feature extraction, and supervised learning to distinguish between AD and FTD patients, as well as from healthy controls (HCs). Our model, with a 90% overlap for sliding windowing, SVD entropy for feature extraction, and K-Nearest Neighbors (KNN) for supervised learning, achieved a mean F1-score and accuracy of 93% and 91%, 92.5% …

Synthetic Dataset Generation Using Photo-Realistic Simulation With Varied Time And Weather Axes, Thomas Lee, Susan Mckeever, Jane Courtney

Articles

To facilitate the integration of autonomous unmanned air vehicles (UAVs) in day-to-day life, it is imperative that safe navigation can be demonstrated in all relevant scenarios. For UAVs using a navigational protocol driven by artificial neural networks, training and testing data from multiple environmental contexts are needed to ensure that bias is minimised. The reduction in predictive capacity when faced with unfamiliar data is a common weak point in trained networks, which worsens the further the input data deviates from the training data. However, training for multiple environmental variables dramatically increases the man-hours required for data collection and validation. In …

A Business Model For Communication Design Enterprises, Con Kennedy

Articles

Several international reports and studies indicate that the Communication Design sector has a skill deficit in entrepreneurship and business management, and a greater understanding of these topics is needed. Some authors advocate applying existing business models for design enterprises. However, the skill deficit prevails. It is worth noting that these reports discuss the entrepreneurship deficit in general terms without an explanation of the causes of this deficit or how to remedy the issue. Therefore, this paper explores the development of a Business Model specific for Design Entrepreneurs for deployment in Communication Design enterprises.A theoretical framework for a specific business model …

Analyzing Operator States And The Impact Of Ai-Enhanced Decision Support In Control Rooms: A Human-In-The-Loop Specialized Reinforcement Learning Framework For Intervention Strategies, Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz, Houda Briwa, Andres Alonso Perez, Gabriele Baldissone, Micaela Demichela, Georgios C. Chasparis, John D. Kelleher, Maria Chiara Leva

Articles

In complex industrial and chemical process control rooms, effective decision-making is crucial for safety and efficiency. The experiments in this paper evaluate the impact and applications of an AI-based decision support system integrated into an improved human-machine interface, using dynamic influence diagrams, a hidden Markov model, and deep reinforcement learning. The enhanced support system aims to reduce operator workload, improve situational awareness, and provide different intervention strategies to the operator adapted to the current state of both the system and human performance. Such a system can be particularly useful in cases of information overload when many alarms and inputs are …

Damages: Symposium Presentation Of Anthony Sebok, Anthony J. Sebok

Articles

No abstract provided.

What’S Going On? Diversity, Equity, And Inclusion Dispute Resolution Initiatives In The U.S., Robyn Weinstein

Articles

Over the course of my career, I have worked for and managed community dispute resolution centers, overseen a court-annexed dispute resolution program, and run a law school mediation clinic (my current position). In each post, I have been in a position of power over a different "gateway" or entry point into the field of dispute resolution. In these roles, and especially in my work overseeing a court-annexed ADR program, I became increasingly aware of who applied (and did not apply); who was appointed (and was not appointed); and who was selected (and not selected) for work as a mediator and …

The Steady Decline Of Club Culture In Dublin: Neoliberal Policy, Touristification And The Pandemic, Caroline Ann O'Sullivan

Articles

The public health restrictions implemented by the Irish government due to Covid-19 resulted in one of the most extensive music industry lockdowns in Europe. Dublin, however, was already experiencing a large scale contraction of club culture. Prior to the pandemic, the physical spaces that dance music and club culture thrived in over the past 40 years had greatly diminished, many being demolished to make way for hotels and upmarket student accommodation. The onset of the pandemic meant this contraction intensified, and 2021 and 2022 saw the permanent closure of a number of high-profile and pivotal venues across the city. In …

Mycotoxin Detection Through Colorimetric Immunoprobing With Gold Nanoparticle Antibody Conjugates, Vinayak Sharma, Bilal Javed, Hugh J. Byrne, Furong Tian

Articles

Driven by their exceptional optical characteristics, robust chemical stability, and facile bioconjugation, gold nanoparticles (AuNPs) have emerged as a preferred material for detection and biosensing applications in scientific research. This study involves the development of a simple, rapid, and cost-effective colorimetric immuno-sensing probe to detect aflatoxin B1 and zearalenone using AuNP antibody (AuNP-mAb) conjugates. Anti-toxin antibodies were attached to the AuNPs by using the physical adsorption method. The colorimetric immunosensor developed operates on the principle that the optical properties of the AuNP are very sensitive to aggregation, which can be induced by a critical high salt concentration. Although the presence …

Sex- And Gender-Specific Considerations In Mycotoxin Screening: Assessing Differential Exposure, Health Impacts, And Mitigation Strategies, Gayathree Thenuwara, Bilal Javed, Singh Baljit, Hugh J. Byrne, Furong Tian

Articles

Mycotoxins, toxic secondary metabolites produced by fungi, present significant health risks through contaminated food and feed. Despite broad documentation of their general impacts, emerging research highlights the requirement of addressing both sex- and gender-specific differences in the risk of exposure, susceptibility, and health outcomes in mycotoxin screening and mitigation strategies. Distinct biological (sex-based) and sociocultural (gender-based) factors can influence the risk of mycotoxin exposure and subsequent health impacts; women may for example exhibit specific exposures to certain mycotoxins due to physiological and hormonal differences, with increased risks during critical life stages such as pregnancy and lactation. Conversely, men may demonstrate …

Systematic Regulation Of Artificial Intelligence, Yonathan Arbel, Matthew Tokson, Albert Lin

Articles

Today's artificial intelligence ("AI'') systems exhibit increasing capabilities across a remarkable variety of tasks. The rapid growth in AI ability has caught the attention of policymakers, parliaments, and the United Nations. These entities are increasingly looking towards regulating AI, not only in its particular applications, but as a technology. Yet legal scholarship has thus far offered little to this new and critical regulatory conversation, which has instead been dominated by computer scientists and technologists.

This Article begins the project of assessing AI 's broader risks and law 's role in addressing them. These risks are wide ranging-they span harms to …

The Price Of Criminal Law, Russell M. Gold

Articles

Should tax dollars pay for more criminal law, better public schools, or a new community center? Different counties will answer the question differently, but facing these tradeoffs is profoundly important to democratic governance. Nonetheless, because the criminal legal system diffuses power and hides and offioads costs, officials and voters do not have to honestly consider that question. These structural features place a hidden thumb on the scale that gives counties more criminal enforcement than they pay for. That is a problem. Too much enforcement is particularly pernicious in criminal law: Incarceration inflicts tremendous suffering, especially in poor communities of color. …

Exoneration Finance, Kay L. Levine, Russell M. Gold

Articles

The path to financial compensation for the wrongfully convicted can be complex and time-consuming. Exonerees often struggle to make ends meet and function in free society, let alone navigate serpentine processes while waiting years for the recovery they deserve. Securing the assistance of an attorney is often a critical step, but too few lawyers are willing to risk accepting these complicated cases on a contingency-fee basis the only way that exoneree-clients can likely pay their lawyers without outside help.

Litigation finance an important tool for increasing access to justice in tort cases could help close this access to justice gap …