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Articles 72541 - 72570 of 5150910
Full-Text Articles in Entire DC Network
Spatiotemporal Histogenesis Of The Developing Human Cerebellum Reveals Dynamic Layering Of Bergmann Glia, Guanyi He, Simon Du, Henry Tan, Sri Yellampally, Anders W Erickson, Virginia Fernandez, Ferechte Encha-Razavi, Kimberley A Phillips, Christine Haberler, Nicole Amberg, Victor Borrell, Paul A Northcott, Michael D Taylor, Kathleen J Millen, Parthiv Haldipur
Spatiotemporal Histogenesis Of The Developing Human Cerebellum Reveals Dynamic Layering Of Bergmann Glia, Guanyi He, Simon Du, Henry Tan, Sri Yellampally, Anders W Erickson, Virginia Fernandez, Ferechte Encha-Razavi, Kimberley A Phillips, Christine Haberler, Nicole Amberg, Victor Borrell, Paul A Northcott, Michael D Taylor, Kathleen J Millen, Parthiv Haldipur
Faculty, Staff and Students Publications
Bergmann glia (BG) are a specialized glial population essential for cerebellar development, yet their developmental timeline and molecular identity in the human cerebellum remain poorly understood. Here, we combined detailed histopathological analysis with spatial transcriptomics and single-nucleus RNA sequencing to generate a developmental atlas of human cerebellar BG. Histology revealed that BG emerge around 11 post-conception weeks (PCW), initially serving as a scaffold for Purkinje cells (PCs) migrating into the PC layer of the cerebellar cortex. Following the establishment of a multilayered PC arrangement, BG form a distinct parallel layer separated from the PCs by the lamina dissecans (LD), with …
Assessing Working Musicians’ Perspectives Of Need And Barriers Regarding Lay Harm Reduction Efforts For Substance-Related Harm In South Carolina, Sarah Grace Frary
Assessing Working Musicians’ Perspectives Of Need And Barriers Regarding Lay Harm Reduction Efforts For Substance-Related Harm In South Carolina, Sarah Grace Frary
Faculty Publications
Background
Harm Reduction (HR) approaches applied to substance use aim to decrease the toxic consequences of overdose. The addition of xylazine and benzodiazepines to fentanyl, the primary opioid in the US drug supply, increases the likelihood of overdose. Likewise, adding fentanyl to other popular substances, such as cocaine and methamphetamine, has further driven the exponential increase in opioid and stimulant overdoses. Engaging lay community members in HR efforts may help to combat the overdose crisis. Substance use is common in live music settings, and working musicians may be uniquely positioned within “the scene” – individuals who populate specific cultural niches …
Hungarian Steps Towards Freedom Of Contract, Tamás Gyulavári
Hungarian Steps Towards Freedom Of Contract, Tamás Gyulavári
Comparative Labor Law & Policy Journal
Since 1992, derogations have been allowed in individual agreements in favour of employees, with minor exceptions. The labour law reform of 2012 brought about the comprehensive reform of the hierarchy of labour law sources. As for individual agreements of the parties, the Labour Code retained the traditional rule of favourability, however, with a growing number and importance of exceptions allowing in peius derogations. Section II sets the scene by explaining the legal hierarchy of labour law sources, including derogations in collective agreements, agreements of the parties, and the meaning of the “more favourable rule.” Against this background, Section III delves …
Lessons From A Scoping, Librarian-Assisted Literature Review: How Lgbtq+ People Experience Institutions Of Health, Samuel S. N. Theesfeld, Erica Schorr
Lessons From A Scoping, Librarian-Assisted Literature Review: How Lgbtq+ People Experience Institutions Of Health, Samuel S. N. Theesfeld, Erica Schorr
Creating Healthy Work Environments (CHWE)
Those that identify as a sexual and gender minority, that is, lesbian, gay, bisexual, transgender, queer, or any other appropriate term (LGBTQ+), experience life, health, and healthcare that is rich in multiplicity. As nurses and health professionals, the narratives of our patients are indeed paramount. Whether it’s the political marginalization of gay people, the increase in U.S. domestic hate crimes, or the fragility and minority stress in which sexual minority men in Tajikistan receive healthcare, our call to understand this population remains consistent.1-5 This call was explored by the primary author in a scoping literature review that was conducted …
Book Review: The Russian-Ukrainian War, 2023: A Second Year Of Hell And The Dawn Of Drone Warfare, Paul Andrew Lushenko
Book Review: The Russian-Ukrainian War, 2023: A Second Year Of Hell And The Dawn Of Drone Warfare, Paul Andrew Lushenko
Parameters Bookshelf – Online Book Reviews
Author: John S. Harrel
Reviewed by: Paul Andrew Lushenko, professorial lecturer, Elliott School of International Affairs, The George Washington University
In the brutal second year of Russia’s invasion, Ukraine faced relentless assaults while pioneering the battlefield use of drones in a desperate bid for survival. Retired General John S. Harrel delivers a gripping account of mechanized warfare’s evolution, where unmanned aerial vehicles reshaped tactics from the trenches to the Black Sea. This vivid chronicle captures the chaos, innovation, and global reverberations of a war that redefined modern combat.
©2026 Paul Andrew Lushenko
Resilience In Young People Living With Hiv In Low To Middle-Income Countries: A Critical Review, Lily R. Bastian
Resilience In Young People Living With Hiv In Low To Middle-Income Countries: A Critical Review, Lily R. Bastian
Creating Healthy Work Environments (CHWE)
Background: According to the Joint United Nations Programme on HIV/AIDS (UNAIDS, 2023), 39 million people globally were living with HIV, and 1.3 million people became infected in 2022. Of those, 27% were young people (ages 15-24), including 210,000 young women and 140,000 young men. HIV is an expanding epidemic despite an overall reduction in the annual incidence percentage and the significant strides that have been made towards prevention of transmission and treatment with antiretroviral therapy (ART). Low to middle-income countries (LMICs) are especially vulnerable to the HIV/AIDs epidemic. The identification and promotion of resilience factors could play a crucial role …
The Recent Rash Of Biotechnology Risks: A Call To Fortify Force Capability, James Giordano
The Recent Rash Of Biotechnology Risks: A Call To Fortify Force Capability, James Giordano
Strategic Insights
This commentary looks at recent incidents that highlight emerging national security risks posed by advances in biotechnology and synthetic biology. The discovery of suspicious biological materials stored in a residential facility in Reedley, California, and reports that a rare neurotoxin may have been used against Russian opposition leader Alexei Navalny illustrate how barriers to acquiring and operationalizing biological and chemical agents are declining. Tools such as gene editing, modular DNA assembly, laboratory automation, and AI-enabled biological design are expanding the range of actors capable of producing or modifying bioagents while complicating detection and attribution. Strengthened biodefense measures, including “biosecurity-by-design,” improved …
Executive Committee - Agenda, 02/17/2026, Academic Senate
Executive Committee - Agenda, 02/17/2026, Academic Senate
Academic Senate Agendas
No abstract provided.
When Tokenized Real-World Assets Collide With Real World, Biying Cheng, David J. Reiss
When Tokenized Real-World Assets Collide With Real World, Biying Cheng, David J. Reiss
Cornell Law Faculty Publications
The city of Detroit filed a public nuisance lawsuit in July of last year in the Michigan Circuit Court for the Third Judicial Circuit against Real Token, its co-founders and 165 affiliated entities, alleging building code and safety violations across over 400 Detroit residential properties.[1] RealT is a blockchain real estate platform that sells fractional interests in individual U.S. rental properties through the issuance of crypto security tokens.
On July 22, the judge issued a temporary restraining order — later converted into a preliminary injunction on Nov. 4 — barring RealT from collecting rent, pursuing evictions without a certificate of …
Stress Management And Resiliency Program For Accelerated Bsn Students In A Dedicated Education Unit, Marcela Alvarez-Lazo
Stress Management And Resiliency Program For Accelerated Bsn Students In A Dedicated Education Unit, Marcela Alvarez-Lazo
Creating Healthy Work Environments (CHWE)
Background: About 12-25% of newly graduated nurses will leave nursing within the first-year post-graduation. These statistics surrounding nursing retention are alarming and are not expected to improve, as 900,000 nurses are projected to depart from nursing by the year 2027. Addressing the underlying issues are critical in making a real impact to increase retention.
Aim: This quality improvement project aims to integrate a Stress Management and Resiliency. Program for accelerated BSN nursing students. The project aims to apply a CBT-based program to increase the knowledge of principles of stress and resilience for nursing students and preceptors, decrease stress, increase resilience, …
Caregiving Experiences Of Latino And Caucasian Dementia Caregivers Amid Pandemic, Alexis Ross
Caregiving Experiences Of Latino And Caucasian Dementia Caregivers Amid Pandemic, Alexis Ross
Creating Healthy Work Environments (CHWE)
More than 6.7 million American older adults are diagnosed with Alzheimer’s and related dementias (Alzheimer’s Association, 2023). Caregivers for community dwelling persons living with dementia (PWD) are usually family members such as a spouse or offspring. Resources such as adult day care centers, in-home supportive services, and family support groups were widely used before the COVID-19 pandemic. Following the California ‘Stay-At-Home’ administrative order during the early pandemic, such necessary support services were forced to close.
The purpose of this study was to identify similarities and differences in caregiving experiences between Latino caregivers and non-Hispanic White caregivers of community dwelling persons …
The Effects Of Patient Care In Relation To Toxic Workplace Environments, Kayla Fitzgerald
The Effects Of Patient Care In Relation To Toxic Workplace Environments, Kayla Fitzgerald
Creating Healthy Work Environments (CHWE)
Background: Bullying in the workplace setting is a significant issue that can severely impact one’s career. Bullying can be demonstrated in several forms- such as verbal abuse, isolation, intimidation, and physical harm. Specific to nursing practice, workplace bullying is shown to have negative effects on mental health, patient care, and overall job satisfaction. While there are no definite means that organizations will take complete action towards this ongoing issue, several implementations can be instilled to reduce the incidence of workplace bullying.
Methods: In this project, studies of negative work environments, specifically workplace bullying, and patient care were critiqued and synthesized. …
Exploring The Impact Of Intersectional Identity On Maternal Morbidity/Birth Outcomes Among Afro-Latinas In Florida, Alexa Parra, Cynthia Lebron, Michaela Larson, Yue Pan, Jonell Potter, Hudson Santos
Exploring The Impact Of Intersectional Identity On Maternal Morbidity/Birth Outcomes Among Afro-Latinas In Florida, Alexa Parra, Cynthia Lebron, Michaela Larson, Yue Pan, Jonell Potter, Hudson Santos
Creating Healthy Work Environments (CHWE)
Background: The “Hispanic/Latina Paradox" is a phenomenon where Latina women and their infants have perinatal and birth outcomes similar to those of White women. This is often seen as a protective mechanism that helps reduce maternal health inequities. However, this paradox overlooks the fact that there are different subgroups of Latina women, including Afro-Latinas, who are often neglected when addressing racial disparities related to perinatal birth outcomes in the US. The intersectionality of multiple minority identities may put Afro-Latinas at a disadvantage in terms of perinatal health outcomes.
Objective: Determine differences in maternal morbidity, including pregnancy-related hypertension and diabetes, and …
Screening For Postpartum Depression At A Suburban Chiropractic Clinic, Emma Stedronsky, Mary Degrote Goering
Screening For Postpartum Depression At A Suburban Chiropractic Clinic, Emma Stedronsky, Mary Degrote Goering
Creating Healthy Work Environments (CHWE)
Background: The pregnancy and postpartum period are crucial times to evaluate for mental health conditions. The American College of Obstetrics and Gynecology (ACOG) recommends that providers screen for perinatal and postpartum depression (PPD) at least once during pregnancy and once during the postpartum period using a validated screening tool. A chiropractic clinic in the upper Midwestern United States identified an anecdotal increase in mental health concerns in their pregnant and postpartum patient population since the COVID-19 pandemic. This project utilized interprofessional collaboration by implementing PPD screening at a chiropractic office according to the recommended guidelines using the Edinburgh Postnatal Depression …
Aiw26s: Linkedin Optimization Using Ai, Saisumedha Billapati
Aiw26s: Linkedin Optimization Using Ai, Saisumedha Billapati
Paul English Applied Artificial Intelligence (AI) Institute Publications
This workshop was part of the PEAAII and SAC AI Workshop Series at the University of Massachusetts Boston. The session focused on using artificial intelligence to improve LinkedIn profiles and professional branding. Participants learned how to use AI tools to enhance summaries, keywords, and overall digital presence for career development.
Alaska Earthquake Center Quarterly Review July-September 2025, Heather Mcfarlin, Beth Grassi, Austin Holland, Nate Murphy, Elisabeth Nadin, Carolyn Parcheta, Michael West
Alaska Earthquake Center Quarterly Review July-September 2025, Heather Mcfarlin, Beth Grassi, Austin Holland, Nate Murphy, Elisabeth Nadin, Carolyn Parcheta, Michael West
Alaska Earthquake Center Reports
This series of technical quarterly reports from the Alaska Earthquake Center (AEC) includes detailed summaries and updates on Alaska seismicity, the AEC seismic network and stations, fieldwork, our online presence, public outreach, and lists publications and presentations by AEC staff. Multiple AEC staff members contributed to this report.
Lymphatic Pumping Failure In The Arm Precedes Dermal Backflow And Breast Cancer-Related Lymphedema, Melissa B Aldrich, Meghan E Mcwain, Simona F Shaitelman, Rian E Kuhns, John C Rasmussen, Wendy A Woodward, Sarah M Desnyder, Wenyaw Chan, Eva M Sevick-Muraca
Lymphatic Pumping Failure In The Arm Precedes Dermal Backflow And Breast Cancer-Related Lymphedema, Melissa B Aldrich, Meghan E Mcwain, Simona F Shaitelman, Rian E Kuhns, John C Rasmussen, Wendy A Woodward, Sarah M Desnyder, Wenyaw Chan, Eva M Sevick-Muraca
The Brown Foundation: Institute of Molecular Medicine
Background
Breast cancer patients who undergo regional nodal irradiation therapy (RNI) following neoadjuvant chemotherapy and mastectomy or lumpectomy with axillary lymph node dissection (ALND) frequently encounter breast cancer-related lymphedema (BCRL). Early detection and treatment can significantly improve outcomes. Previously, near-infrared fluorescence lymphatic imaging (NIRF-LI) detection of dermal backflow, or retrograde lymphatic flow into initial lymphatics, was shown to precede clinical BCRL diagnosis by 8–23 months. Herein, we hypothesize that lymphatic pump failure is responsible for dermal backflow and may be a target to prevent onset of BCRL symptoms.
Methods
Arm lymphatics in 51 patients with locally advanced breast cancer were …
Front Matter, Editors Of Comparative Labor Law & Policy Journal
Front Matter, Editors Of Comparative Labor Law & Policy Journal
Comparative Labor Law & Policy Journal
Volume 45, Issue 4
Non-Waivability In Labour Law: A Foundational Principle In Transition, Guy Davidov, Cynthia Estlund
Non-Waivability In Labour Law: A Foundational Principle In Transition, Guy Davidov, Cynthia Estlund
Comparative Labor Law & Policy Journal
EMPLOYMENT RIGHTS SECURED IN LEGISLATION cannot be waived by employee consent. This is almost a trite proposition, a truism that labour lawyers and students usually take for granted.
Non-Waivability In Labour Law: An Australian Perspective, Joellen Riley Munton
Non-Waivability In Labour Law: An Australian Perspective, Joellen Riley Munton
Comparative Labor Law & Policy Journal
Australian industrial relations laws traditionally provided detailed mandatory standards through a system of arbitrated occupation-based awards. In the years since a shift to enterprise bargaining, the system has tolerated a greater level of flexibility, even in the way that legislated minima are framed. The options for waiving otherwise mandatory standards are, however, limited by procedural protections. The Fair Work Commission maintains a supervisory role to ensure that workers are “better off overall” as a consequence of their bargains. This article explains the many ways in which Australian labour standards permit flexible application, within constraints designed to preclude exploitative practices.
The Non-Waivability Principle: Possible Derogations From Collective Bargaining And Re-Assessment Of Individual Bargaining In Assisted Procedures, Elena Gramano, Silvio Sonnati
The Non-Waivability Principle: Possible Derogations From Collective Bargaining And Re-Assessment Of Individual Bargaining In Assisted Procedures, Elena Gramano, Silvio Sonnati
Comparative Labor Law & Policy Journal
This article examines the evolving landscape of Italian labour law, with a focus on the principle of non-waivability and its gradual adaptation to demands for flexibility and competitiveness. Traditionally, the Italian labour law framework has been characterised by a strong non-waivability regime, which protects employees from negotiating away their rights due to inherent power imbalances vis-à-vis employers. However, recent regulatory developments have facilitated a shift towards both collective and individual agreements that allow deviations from statutory provisions, including to the detriment of employees. The article analyses the implications of this trend, exploring key regulatory models that enhance the role of …
Waiver Of Statutory Employment Rights In The United Kingdom, Hugh Collins
Waiver Of Statutory Employment Rights In The United Kingdom, Hugh Collins
Comparative Labor Law & Policy Journal
The common law endorses the principle of freedom of contract, but, with few exceptions, Parliament has explicitly prevented straightforward waivers of statutory employment rights. Nevertheless, for the sake of promoting settlements of claims by employees, it is surprisingly easy for individual employees to enter into agreements to compromise claims for breach of those rights without appropriate safeguards such as independent advice and freedom from pressure. Moreover, employers’ lawyers have demonstrated considerable ingenuity in finding ways to avoid the application of employment rights either by manipulations of employment status or by seeking contractual agreements on the facts of the case that …
Relaxation Of Mandatory Rules Through Collective And Individual Agreements In Japanese Labour Law, Ryuichi Yamakawa
Relaxation Of Mandatory Rules Through Collective And Individual Agreements In Japanese Labour Law, Ryuichi Yamakawa
Comparative Labor Law & Policy Journal
This article analyses the legal situation in Japan regarding the relaxation of or deviation from mandatory regulations in labour law through collective and individual agreements. Although many statutory labour laws in Japan have a mandatory effect over individual employment contracts, several statutory provisions provide that such mandatory regulations can be relaxed through collective agreements under certain circumstances, as is the case in other industrialised countries. However, Japan’s situation is unique insofar as the relaxation is permissible through collective agreements concluded by non-union (individual) representatives of a majority of employees in the absence of union representatives who have been elected by …
Derogability By Collective Agreements In Germany And The Presumption, Eva Kocher
Derogability By Collective Agreements In Germany And The Presumption, Eva Kocher
Comparative Labor Law & Policy Journal
The promotion of derogability clauses, which allow collective agreements to deviate from statutory protection to the detriment of employees, has been an issue in the political debate on German labour law for some 20 years. While such derogability clauses can effectively allow for flexibility at the company or sectoral level, there are differing views on their suitability for promoting collective bargaining. This article highlights the paradox of such derogability clauses: They are legitimised by the presumption of fairness that underpins collective autonomy; at the same time, they create incentives for employers that challenge the very presumption of fairness. All in …
The International Covenant On Economic, Social And Cultural Rights And The Employment Relation By Klaus Lörcher, Niklas Bruun, Ana Teresa Ribeiro, Hart Publishing, 2025, Manfred Weiss
Comparative Labor Law & Policy Journal
AFTER HAVING PUBLISHED THREE ENLIGHTENING BOOKS on the European Convention on Human Rights (ECHR), on the European Social Charter (ESC), and on the Charter of Fundamental Rights of the European Union (CFREU), the authors of the Transnational Trade Union Rights Expert Network of the European Trade Union Institute have now transcended the European territory and presented a publication on a global scale.
Derogability From Swedish Statutory Labour Law, Birgitta Nyström
Derogability From Swedish Statutory Labour Law, Birgitta Nyström
Comparative Labor Law & Policy Journal
The possibility for the social partners to derogate from statutory legislation in the area of labour and employment law is an important characteristic of the so-called “Swedish model” for industrial relations and labour market regulation. With a system built on collective bargaining and collective agreements, and where legislation in the labour law area was rather scarce until the 1970s, freedom for the social partners is a core element. The possibility to derogate from certain parts of statutory labour law by collective agreements also gives room to adapt rules for different kinds of businesses and trades. Sweden is a member of …
University Placed-Based Community Engagement And Adult Learners: A Field Report In Mutual Flourishing, Elisabeth Stevens, Kate Witvliet, Abbie Lipsker, Craig Mattson
University Placed-Based Community Engagement And Adult Learners: A Field Report In Mutual Flourishing, Elisabeth Stevens, Kate Witvliet, Abbie Lipsker, Craig Mattson
University Faculty Publications and Creative Works
Although higher education increasingly focuses on both community engagement and adult learners, community-engaged research rarely considers them together. This article bridges the gap in the literature between undergraduate adult learners and community engagement. Providing one example of a partnership that considers adult learners as necessary partners for community engagement, Calvin University’s 49507 Initiative is a place-based community educational project in southeast Grand Rapids, Michigan, focusing on the goals and needs of adult learners in the 49507 zip code and adjacent neighborhoods. Through 12 focus groups in the community, adult residents discussed their interests in higher education, identified barriers to higher …
Micro-Refuges Or Ecological Traps: Context-Dependent Effects Of Rock Pools On Intertidal Biodiversity Across Latitudes, Louise B. Firth, Andrea Desiderato, Antony M. Knights, J. David Aguirre, Juan C. Astudillo, Juan C. Azofeifa-Solano, David T. Bilton, Su Yin Chee, Hartvig C. Christie, Ronaldo A. Christofoletti, Amelia Curd, Katherine A. Dafforn, Megan N. Dethier, Yun Wei Dong, Gabin Droual, Stanislas F. Dubois, Free Espinosa, Ally J. Evans, Andy Foggo, Stephen J. Hawkins, Mick E. Hanley, Ben P. Harvey, Eliza Heery, Seokwoo Hong, Amanda R. Hsiung, Tommy T.Y. Hui, Mar Humet, Katrin Iken, Soniya B. Jethva
Micro-Refuges Or Ecological Traps: Context-Dependent Effects Of Rock Pools On Intertidal Biodiversity Across Latitudes, Louise B. Firth, Andrea Desiderato, Antony M. Knights, J. David Aguirre, Juan C. Astudillo, Juan C. Azofeifa-Solano, David T. Bilton, Su Yin Chee, Hartvig C. Christie, Ronaldo A. Christofoletti, Amelia Curd, Katherine A. Dafforn, Megan N. Dethier, Yun Wei Dong, Gabin Droual, Stanislas F. Dubois, Free Espinosa, Ally J. Evans, Andy Foggo, Stephen J. Hawkins, Mick E. Hanley, Ben P. Harvey, Eliza Heery, Seokwoo Hong, Amanda R. Hsiung, Tommy T.Y. Hui, Mar Humet, Katrin Iken, Soniya B. Jethva
School of Biological and Marine Sciences
AimWe investigated how local-scale environmental heterogeneity influences biodiversity patterns across broad biogeographic gradients, using intertidal microhabitats as a model system within one of the most environmentally stressful ecosystems on Earth.LocationIntertidal habitats at 26 locations (two rocky shore sites per location) across six continents, spanning 98° of latitude (38°S to 60°N).Time Period2019–2022.Major Taxa StudiedAlgae, sessile and mobile invertebrates.MethodsWe compared biodiversity and thermal environments across contrasting microhabitats (rock pools and adjacent emergent rock) along a latitudinal gradient, sampling during environmentally ‘milder’ and ‘harsher’ periods. Biodiversity was quantified using multiple richness metrics (mean, total, unique taxa) and functional diversity.ResultsMicrohabitat differences strongly influenced biodiversity …
S6k1 Modulates Stat3 Activation To Promote Resistance To Radiotherapy In Lung Cancer, Ali Calderon-Aparicio, Noelle Francois, Tyler Grenda, Shan Xu, Olugbenga Okusanya, Jun He, Nicole L Simone
S6k1 Modulates Stat3 Activation To Promote Resistance To Radiotherapy In Lung Cancer, Ali Calderon-Aparicio, Noelle Francois, Tyler Grenda, Shan Xu, Olugbenga Okusanya, Jun He, Nicole L Simone
Department of Radiation Oncology Faculty Papers
Radiotherapy is a mainstay in the management of locally advanced lung cancer; however, intrinsic and acquired radioresistance contribute to poor prognosis. S6K1, a serine/threonine kinase, regulates cell growth, protein synthesis, and survival, and is increased in tumors, which is linked to enhanced survival under therapeutic stress, including radiation. The mechanisms, however, are not fully understood. This study investigates the role of S6K1 in lung cancer radioresistance and the mechanisms involved. Intrinsic radioresistance in lung cancer cells was associated with increased S6K1 activation. Pharmacologic inhibition or genetic deletion of S6K1 enhanced radiosensitivity both in vitro and in vivo, highlighting the therapeutic …
Empowering Neurodiverse Talent In Cybersecurity Through Fair And Inclusive Ai Education, Sheikh Rabiul Islam, Yansi Keim, Mohiuddin Ahmed, Maanak Gupta, Ingrid Russell, Mahmoud Abdelsalam
Empowering Neurodiverse Talent In Cybersecurity Through Fair And Inclusive Ai Education, Sheikh Rabiul Islam, Yansi Keim, Mohiuddin Ahmed, Maanak Gupta, Ingrid Russell, Mahmoud Abdelsalam
Research outputs 2022 to 2026
Cybersecurity demands creativity, persistence, and sharp pattern recognition—strengths frequently reported among neurodivergent people (e.g., autism, ADHD, dyslexia). Yet AI-driven hiring pipelines can systematically disadvantage neurodivergent applicants by misreading communication styles or valuing narrow proxies of “fit.” Demand for cybersecurity talent is growing, and experts note that neurodiverse individuals are both underrepresented and highly valuable to security teams. However, progress remains uneven without targeted educational interventions [1]. We present a curricular module that simultaneously (a) centers neurodiversity as a strength in the cybersecurity workforce and (b) trains students to audit and redesign AI hiring systems using open-source fairness and explainability toolkits …