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An Individual Participant Data Meta-Analysis Of How Physical Activity Relates To Affective Well-Being In Daily Life, Johanna Rehder, Irina Timm, Gesa Berretz, Iris Reinhard, Andreas B. Neubauer, Onur Güntürkün, Keisuke Takano, Walter Bierbauer, Miriam Cabrita, Matthew Bourke, Joshua Smyth, Jinhyuk Kim, Johannes Michalak, Joshua Curtiss, Björn Pannicke, Jacob B. Gallagher, Ana M. Abrantes, Toru Nakamura, Yoshiharu Yamamoto, Paul Cook, Lena M. Wieland, Birte Von Haaren-Mack, Bryan Mccormick, Justin Hachenberger, Tomas Vetrovsky, Benajmin Henwood, Louise Poppe Jul 2026

An Individual Participant Data Meta-Analysis Of How Physical Activity Relates To Affective Well-Being In Daily Life, Johanna Rehder, Irina Timm, Gesa Berretz, Iris Reinhard, Andreas B. Neubauer, Onur Güntürkün, Keisuke Takano, Walter Bierbauer, Miriam Cabrita, Matthew Bourke, Joshua Smyth, Jinhyuk Kim, Johannes Michalak, Joshua Curtiss, Björn Pannicke, Jacob B. Gallagher, Ana M. Abrantes, Toru Nakamura, Yoshiharu Yamamoto, Paul Cook, Lena M. Wieland, Birte Von Haaren-Mack, Bryan Mccormick, Justin Hachenberger, Tomas Vetrovsky, Benajmin Henwood, Louise Poppe

Psychology Faculty Publications

Physical inactivity constitutes a pressing societal problem. To realize physical activity’s (PA) potential as a key health resource, mechanisms of PA engagement need to be understood. Laboratory and interventional studies documented that exercise relates to affective well-being (AWB) and suggested that AWB may shape PA behaviour. Digitalization enabled the investigation of how PA relates to AWB in everyday life, but findings from individual studies are ambiguous. Here we compiled 67 datasets (55.2% of eligible records) including 321,345 smartphone-based AWB ratings and nearly 1,000,000 h of accelerometer-measured PA (N = 8,223 participants) until December 2023 to clarify the nature and extent …


“I Was Nobody In The Us”: A Phenomenological Examination Of Indian Women On H-4-Dependent Visas Navigating Higher Education In The United States, Tanu Priya Jul 2026

“I Was Nobody In The Us”: A Phenomenological Examination Of Indian Women On H-4-Dependent Visas Navigating Higher Education In The United States, Tanu Priya

Social Justice in Educational Leadership EdD Dissertations

The purpose of this phenomenological study was to examine the lived experiences of Indian women on H-4-dependent visas as they navigated higher education in the United States. Framed by intersectionality (Collins, 2000; Crenshaw, 1989, 1991) and guided by van Manen’s (1990) hermeneutic phenomenology, this study employed semi-structured interviews to explore the experiences of Indian women on H-4-dependent visas (n=5). Using in-depth interviews and reflexive memo writing as methods of data collection, analysis uncovered four themes which captured how participants navigated higher education, identity, and well-being under conditions of legal dependency: “The Weight of Legal Dependency,” which captured participants’ experiences of …


Evaluating Variety- And Market-Class-Specific Effects Of Dietary Pulses On Human Health, Jiayu Tang Jul 2026

Evaluating Variety- And Market-Class-Specific Effects Of Dietary Pulses On Human Health, Jiayu Tang

Department of Food Science and Technology: Dissertations, Theses, and Student Research

While pulses are globally recognized for their high levels of dietary fibers, protein, and polyphenols, research often focuses on characterizing the physiological effects of a single variety. This approach overlooks the substantial genetic and compositional diversity that exists across pulse varieties and individual market classes, which can differ extensively in nutrient content and structure. These compositional differences have the potential to produce distinct physiological and microbial responses in humans, yet variety- and market-class-specific effects remain poorly characterized.

This thesis uses two complementary research methodologies to investigate the health-relevant effects of different pulse varieties and market classes, providing foundational knowledge to …


Communication And Prosocialization: Understanding The Development Of Inclusive Morality, Hannah Smith Jul 2026

Communication And Prosocialization: Understanding The Development Of Inclusive Morality, Hannah Smith

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Relationships between individuals from different social or cultural groups are often impacted by ingroup favoritism, outgroup bias, and structural inequity determined by a person's social and cultural identities. Recognizing this, scholars and practitioners for the last few decades have attempted to address this by creating interventions, workshops, and other applied programs that aim to reduce this intergroup bias and ameliorate the negative consequences. The current dissertation complements this body of applied scholarship by shifting the focus from reducing and minimizing bias to focusing on processes that lead to a more prosocial and inclusive worldview.

The overall aim is to understand …


Owning The Al Revolution, George S. Georgiev Jul 2026

Owning The Al Revolution, George S. Georgiev

Articles

No abstract provided.


Learning By Writing: Exploring Authentic Legal Learning Through Case Summaries, Ee-Ing Ong, Wei Yang Quek, Duan Ning, Magdeleine Lew Jul 2026

Learning By Writing: Exploring Authentic Legal Learning Through Case Summaries, Ee-Ing Ong, Wei Yang Quek, Duan Ning, Magdeleine Lew

Research Collection Yong Pung How School Of Law

We use authentic learning as a pedagogical framework in a collaboration between our law school and the national Supreme Court of a Southeast Asian country, which facilitates law students’ development of their legal analytical and writing skills, and helps them better bridge the gap between existing legal curricula and the needs of legal practice. Akin to a writing apprenticeship, students write summaries on selected Supreme Court judgments, with their output reviewed by faculty as well as judicial law clerks from the court. The results are published on the court’s website and circulated to other stakeholders. In the post-exercise survey, participating …


Offshore Philanthropy: A Critical Look At Family Offices Using Hybrid Trusts, Hang Wu Tang Jul 2026

Offshore Philanthropy: A Critical Look At Family Offices Using Hybrid Trusts, Hang Wu Tang

Research Collection Yong Pung How School Of Law

Family offices manage substantial wealth and often undertake philanthropic initiatives as part of their broader objectives. These offices may assume a variety of legal forms, ranging from corporations, partnerships, trusts administered by private trust companies or a combination of these forms. This article is concerned with family offices which use trusts administered by private trust companies in offshore jurisdictions. In response to competition for global wealth, several offshore jurisdictions have enacted trust laws that relax traditional doctrinal constraints to accommodate the needs of family offices. These include the creation of discretionary trusts for hybrid purposes in perpetuity ie trusts that …


Comparative Analysis Of Task Scheduling In Multi-Tier Fog-Cloud Computing: From Classical Approaches To Greedy Multi-Objective Optimization, Zafril Rizal M. Azmi, Najmul Haque, Saydul Akbar Murad Jul 2026

Comparative Analysis Of Task Scheduling In Multi-Tier Fog-Cloud Computing: From Classical Approaches To Greedy Multi-Objective Optimization, Zafril Rizal M. Azmi, Najmul Haque, Saydul Akbar Murad

Faculty Publications

Fog computing extends cloud services to the network edge, enabling low-latency processing for time-sensitive applications. However, scheduling complexity significantly increases due to heterogeneous resources, dynamic workloads, and strict Quality-of-Service (QoS) constraints. Although numerous scheduling techniques have been proposed, existing studies often assess only a narrow subset of algorithms or rely on offline metaheuristics unsuitable for real-time environments. This paper presents a comprehensive comparative evaluation of twelve scheduling algorithms, including five classical, one heuristic, and six metaheuristic-inspired approaches, within a realistic 20-node multi-tier fog-cloud topology. Across 1,365 experiments spanning seven utilization levels, we analyze each algorithm’s deadline adherence, load distribution, and …


Mapping Minority Investigative Powers In Congress, David Rapallo Jul 2026

Mapping Minority Investigative Powers In Congress, David Rapallo

Georgetown Law Faculty Publications and Other Works

“Shut down the Senate . . .” “Roll over and play dead . . .” In the first hundred days of President Donald Trump’s second term, these were the rallying cries of two far ends of a debate among Democrats about how to respond to the administration’s unprecedented actions. This debate, which rages on today, has been marked by a lack of specificity about the various oversight tools available to members of the minority party in Congress, particularly when they investigate whether the Executive Branch is faithfully executing the laws Congress passes. Scholarship too has focused little on the full …


Counterclaims In Investor-State Arbitration: A Call For Clear Thinking, George A. Bermann Jul 2026

Counterclaims In Investor-State Arbitration: A Call For Clear Thinking, George A. Bermann

Faculty Scholarship

As exemplified by the agenda of UNCITRAL Working Group III, the focus of ongoing debates over reform of the current investor-State dispute resolution (ISDS) system has been on procedural reform, broadly understood. The debates thus sideline the substantive aspects of ISDS, i.e. the rights and obligations of investors and States.  Within this structure, the place of counterclaims by States in investor-State arbitration is uncertain. To be sure, the question of counterclaims is basically a procedural one, for, by definition, counterclaims represent a vehicle by which a respondent State may assert a claim against an investor in a proceeding initiated by …


Accélérer Le Changement Pour Les Adolescentes D’Afrique De L’Ouest Et Du Centre Grâce À L’Autonomisation Économique, Mame Soukeye Mbaye, Sarah Engebretsen, Maty Dia, Karen Austrian Jul 2026

Accélérer Le Changement Pour Les Adolescentes D’Afrique De L’Ouest Et Du Centre Grâce À L’Autonomisation Économique, Mame Soukeye Mbaye, Sarah Engebretsen, Maty Dia, Karen Austrian

Adolescents and Young People

La série « L’avenir des filles en point de mire : données probantes d’Afrique de l’Ouest et du Centre » examine les défis auxquels font face les adolescentes de la région et met en lumière des approches éclairées par les données probantes pour améliorer leurs conditions de vie. Cette note résume les données disponibles sur l’autonomisation économique des adolescentes — revenus, moyens de subsistance, épargne, inclusion financière, capacité d’action, transition vers le monde du travail, ou l’ensemble de ces éléments — en Afrique de l’Ouest et du Centre, en s’appuyant notamment sur les données issues des pays prioritaires du GIRL …


Current Practices And Variations Among Pediatric Severe Asthma Programs In The United States-The North American Severe Pediatric Asthma Consortium., Kristina Gaietto, Nadia Krupp, Avani V. Shah, Erhan Ararat, Samantha H. Averill, Sachin Baxi, Matejka Cernelc-Kohan, Jeffrey M. Chambliss, Heather De Keyser, Monica Federico, Bob Geng, Akilah A. Jefferson, Parisa Kaviany, Lila C. Kertz, Kirsten Kloepfer, Allyson Larkin, Sydney Leibel, Tanya Martinez-Fernandez, Samira Naime, Robert D. Pesek, Dinesh K. Pillai, Deepa Rastogi, Katherine Rivera-Spoljaric, Kristie R. Ross, Franziska J. Rosser, Tregony C. Simoneau, Jade Tam-Williams, Kelan G. Tantisira, William Anderson, Jonathan M. Gaffin, Theresa W. Guilbert, Erick Forno Jul 2026

Current Practices And Variations Among Pediatric Severe Asthma Programs In The United States-The North American Severe Pediatric Asthma Consortium., Kristina Gaietto, Nadia Krupp, Avani V. Shah, Erhan Ararat, Samantha H. Averill, Sachin Baxi, Matejka Cernelc-Kohan, Jeffrey M. Chambliss, Heather De Keyser, Monica Federico, Bob Geng, Akilah A. Jefferson, Parisa Kaviany, Lila C. Kertz, Kirsten Kloepfer, Allyson Larkin, Sydney Leibel, Tanya Martinez-Fernandez, Samira Naime, Robert D. Pesek, Dinesh K. Pillai, Deepa Rastogi, Katherine Rivera-Spoljaric, Kristie R. Ross, Franziska J. Rosser, Tregony C. Simoneau, Jade Tam-Williams, Kelan G. Tantisira, William Anderson, Jonathan M. Gaffin, Theresa W. Guilbert, Erick Forno

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Severe and difficult to treat asthma in children is a complex condition causing significant morbidity and associated healthcare costs. While treatment guidelines exist for severe asthma, optimal treatment approaches for the pediatric population are less well established. Furthermore, best practices regarding real world management and implementation of guidelines for the severe pediatric asthma population are lacking. In order to provide care for this population, institutions around the United States have developed multidisciplinary severe pediatric asthma programs (SPAPs). In recent years, the North American Severe Pediatric Asthma Consortium (NASPAC) was established as a mechanism for SPAPs to collaborate and share …


Urb-Poiesis: A New Terminology Between Theorisation And Practice In Sustainable Urban Development, Lubna Raheem Al-Azzawi Jul 2026

Urb-Poiesis: A New Terminology Between Theorisation And Practice In Sustainable Urban Development, Lubna Raheem Al-Azzawi

Iraqi Journal of Architecture and Planning

Urb-poiesis is a new term formed from the two words `urban' and `poiesis', which refer to the autopoietic and allopoietic phenomena of urban systems, as defined in relation to SUD. The research developed a new theory to investigate the typology of city system behaviour. Thus, a new model of theoretical relationships based on the Urb-poiesis definition is proposed to create a dual association with identity as the driving force behind the city. The methodology followed a logical, stepwise approach to transforming qualitative data into quantitative data, using a semantic differential scale (SDS) of Urb-poiesis represented by identity from the flow …


The Impact Of Perceived Sustainable Design Characteristics On Enhancing Well-Being In Residential Environments: An Empirical Study, Zainab Ibrahim Abass Jul 2026

The Impact Of Perceived Sustainable Design Characteristics On Enhancing Well-Being In Residential Environments: An Empirical Study, Zainab Ibrahim Abass

Iraqi Journal of Architecture and Planning

Creating a sustainable living environment is crucial to improving well-being and reducing stress among urban populations, particularly through architecture, urban planning, and public health research. The growing importance of environmental sustainability for human health is limited by current empirical research on the impact of sustainable housing on well-being, due to insufficient conceptualisation and assessment of the perceived attributes of the residential environment. This study aims to examine the potential impact of perceived sustainable design characteristics on well-being using both quantitative and qualitative indicators to establish criteria for examining residents' views on sustainability attributes. Data were collected from high-density housing areas …


Advanced Glass Between Technology & Ideology, Enas Salim Abdulahaad, Oday Abaas Abood Jul 2026

Advanced Glass Between Technology & Ideology, Enas Salim Abdulahaad, Oday Abaas Abood

Iraqi Journal of Architecture and Planning

Advances in glass technology have radically transformed contemporary architecture, highlighting the research problem of ``The Ambiguity of Advanced Glass' Position in Twenty-First-Century Architecture.'' The research aims to uncover the transformation of advanced glass from a technological to an ideological dimension. The research hypothesizes that ``contemporary architecture has reshaped its relationship with humans, society, and nature through its use of advanced glass.'' The research adopts a descriptive and analytical methodology based on specialized literature and global and regional architectural practices, revealing the technical characteristics and symbolic meanings inherent in glass applications. The research concludes that contemporary architecture has redefined its relationship …


Posthuman Architecture And The Machine: A Theoretical Approach To The Impacts Of Artificial Intelligence On Architecture, Waleed Joudah Nassar Alsaadi, Ibrahim Jawad Kadhim Al-Yousif Jul 2026

Posthuman Architecture And The Machine: A Theoretical Approach To The Impacts Of Artificial Intelligence On Architecture, Waleed Joudah Nassar Alsaadi, Ibrahim Jawad Kadhim Al-Yousif

Iraqi Journal of Architecture and Planning

Posthumanist philosophy shifts the focus away from independent, human-centred thinking toward diverse, pluralistic modes of knowledge. It adopts the idea that human agency is interconnected with a broad network of other actors, such as contemporary intelligent machines, most prominently embodied in artificial intelligence. This research discusses the relationship and interconnection between architecture in its posthuman form and technology, selecting artificial intelligence as a model of this technology, as it represents the most significant technical and intellectual revolution at present. The study examines posthumanism as a radical theoretical model that seeks to transcend the limitations of human thought and anthropocentrism. The …


Neo-Moorish Style In Constantine Through Cirta Hôtel: Architectonic Details, Heritage, And Contemporary Perspectives, Imene Bensid, Islam Boukhelkhal, Souad Belhannachi, Halima Gherraz Jul 2026

Neo-Moorish Style In Constantine Through Cirta Hôtel: Architectonic Details, Heritage, And Contemporary Perspectives, Imene Bensid, Islam Boukhelkhal, Souad Belhannachi, Halima Gherraz

Iraqi Journal of Architecture and Planning

The neo-Moorish architectural style, appearing in early 20th-century Algeria, marks a defining moment in the country's colonial and post-colonial architectural path. Blending North African traditions with European design, it reflects the layered dialogue between cultural heritage and colonial influence. This study examines Constantine—focusing on the Hôtel Cirta—to trace how neo-Moorish architecture took shape within the urban fabric. By analyzing arches, ornamental motifs, and material choices, the research illustrates how the building negotiates historical identity with modern function. Drawing on architectural and historical sources, the study situates the Hôtel Cirta within broader urban and symbolic contexts, arguing that neo-Moorish architecture was …


Urban Stigmergy: A Traceability Approach Towards The Development Of Baghdad, Nada Abdulmueen Hasan, Shireen K. Zedan Jul 2026

Urban Stigmergy: A Traceability Approach Towards The Development Of Baghdad, Nada Abdulmueen Hasan, Shireen K. Zedan

Iraqi Journal of Architecture and Planning

Interdisciplinary urban research has pointed to finite attempts to the fact apply and develop stigmergic approaches the concept has not gained widespread acceptance in the field of urban design despite paving the way for significant opportunities and possibilities for city development, thus the research framework represent the concept of stigmergy within a specific approach to traceability impact which stimulates stigmergic behavior in the urban environment, and results in the generation of a set of urban development mechanisms the research objective focuses on exploring the mechanisms of the traceability approach within urban stigmergy scenarios and their role in the development of …


Nuclear Factor Of Activated T Cells As A Driver Of Tumor Progression And A Target For Precision Therapy, Hira Khan, Khushbakhat Alia, Yusra Al Dhaheri, Muhammad Naseem, Rabah Iratni, Edgar Serfling, Khalid Muhammad Jul 2026

Nuclear Factor Of Activated T Cells As A Driver Of Tumor Progression And A Target For Precision Therapy, Hira Khan, Khushbakhat Alia, Yusra Al Dhaheri, Muhammad Naseem, Rabah Iratni, Edgar Serfling, Khalid Muhammad

All Works

The Nuclear Factor of Activated T Cells (NFAT) family comprises closely related transcription factors. Numerous biological processes including angiogenesis, invasion, migration, proliferation, and cell survival are regulated by the NFAT family. NFATs are overexpressed and have increased transcriptional activity in a variety of human solid tumors and hematological cancers. Beyond tumor cell-intrinsic roles, NFAT has also emerged as an important regulator of the tumor microenvironment (TME), where it can influence immune cell behavior and contribute to mechanisms of immune evasion. The discovery of the multifaceted functions of NFATs has driven the need to further unveil their role in cancer and …


Drawing Conclusions: Autonomy And Mental Maps In Denmark And The Faroe Islands, Erik Steven Breidinger Jul 2026

Drawing Conclusions: Autonomy And Mental Maps In Denmark And The Faroe Islands, Erik Steven Breidinger

Graduate Theses and Dissertations

This dissertation develops and tests a comparative heuristic device called optimal autonomy to explain when and how autonomous territories, or simply autonomies, become durable components of the global system of sovereign states. Drawing on a mixed‑methods case study of Denmark and the Faroe Islands, the study operationalizes optimal autonomy as a heuristic device using three interacting metrics: territorial delineation, national distinction, and state dependence. Using semi‑structured interviews with public officials and a mental‑mapping experiment with university students, this research shows that optimal autonomies are not made from single institutional designs but rather a dynamic equilibrium between maximal territorial delineation, medial …


Potassium Fertilization Timing And Critical Stalk Potassium Concentration As Tools To Improve Corn Production, Gabriela Andrade Leite Mengez Jul 2026

Potassium Fertilization Timing And Critical Stalk Potassium Concentration As Tools To Improve Corn Production, Gabriela Andrade Leite Mengez

Graduate Theses and Dissertations

Potassium (K) is a common yield-limiting nutrient in Mid-Southern U.S. corn (Zea mays L.) production, emphasizing the importance of effective diagnostic tools to support fertilizer decision-making. This study integrated two approaches to improve K management in irrigated corn systems: (i) evaluating K fertilization timing to identify in-season opportunities for correcting K deficiency, and (ii) developing a corn stalk-based diagnostic test to assess end-of-season K and nitrate-nitrogen (NO₃-N) status and fertilizer adequacy. Seven (2024-2025) and eight (2023-2024) field trials were conducted across Arkansas for the K application timing and stalk testing studies, respectively. For the K timing study, fertilizer-K (112 kg …


Tipping In The Digital Age: Comparing Group And Individual Tipping Behavior Across Cashless Payments, Akosua Sayer Koduah Jul 2026

Tipping In The Digital Age: Comparing Group And Individual Tipping Behavior Across Cashless Payments, Akosua Sayer Koduah

Graduate Theses and Dissertations

Tipping has long been central to the U.S. hospitality industry, where it provides a substantial share of service workers’ income. What was once a cash-based practice is now increasingly mediated through digital platforms such as card readers, QR codes, and peer-to-peer apps. These systems introduce features such as visibility of the decision, preset defaults, and group payment options that reshape how customers decide whether and how much to tip. While traditional tipping has been widely studied, research on digital restaurant tipping remains limited. This study focuses on two underexplored mechanisms: visibility (whether staff can observe the decision) and group context …


Survey On Learning-Based Dynamic Fault Localization: From Traditional Machine Learning To Large Language Models, Chunyan Liu, Yan Lei, Huan Xie, Jinping Wang, Yue Yu, David Lo Jul 2026

Survey On Learning-Based Dynamic Fault Localization: From Traditional Machine Learning To Large Language Models, Chunyan Liu, Yan Lei, Huan Xie, Jinping Wang, Yue Yu, David Lo

Research Collection School Of Computing and Information Systems

Learning-based dynamic fault localization techniques play a crucial role in the field of software engineering. These techniques dynamically execute test cases to meticulously extract useful knowledge from the execution information in the program, with the aim of identifying fault locations by leveraging machine learning, deep learning, and large language models. Currently, there is already a flourishing body of research that is intensely focused on learning-based dynamic fault localization. Research literature can be categorized into two main aspects for learning-based dynamic fault localization: data-based enhancements (i.e., the datasets) and model-based enhancements (i.e., the suspiciousness algorithms). Thus, we conduct an extensive literature …


Operationalizing Ethics For Ai Agents: How Developers Encode Values Into Repository Context Files, Christoph Treude, Sebastian Baltes, Marc Cheong Jul 2026

Operationalizing Ethics For Ai Agents: How Developers Encode Values Into Repository Context Files, Christoph Treude, Sebastian Baltes, Marc Cheong

Research Collection School Of Computing and Information Systems

As AI coding agents become embedded in software development workflows, developers are beginning to operationalize ethical principles by encoding behavioral rules into repository-level context files for AI agents, such as AGENTS.md files. Rather than examining the ethics of AI agents in the abstract, this vision paper investigates how ethics and values are already being translated for AI agents into actionable instructions that shape agent behavior. Through a preliminary investigation, we find that developers are already embedding guidance related to fairness, accessibility, sustainability, tone, and privacy. These artifacts function as a developer-authored governance layer, translating abstract principles into situated, natural-language directives …


Air: Improving Agent Safety Through Incident Response, Zibo Xiao, Jun Sun, Junjie Chen Jul 2026

Air: Improving Agent Safety Through Incident Response, Zibo Xiao, Jun Sun, Junjie Chen

Research Collection School Of Computing and Information Systems

Large Language Model (LLM) agents are increasingly deployed in practice across a wide range of autonomous applications. Yet current safety mechanisms for LLM agents focus almost exclusively on preventing failures in advance, providing limited capabilities for responding to, containing, or recovering from incidents after they inevitably arise. In this work, we introduce AIR, the first incident response framework for LLM agent systems. AIR defines a domain-specific language for managing the incident response lifecycle autonomously in LLM agent systems, and integrates it into the agent's execution loop to (1) detect incidents via semantic checks grounded in the current environment state and …


Rendering Data Unlearnable By Exploiting Llm Alignment Mechanisms, Ruihan Zhang, Jun Sun Jul 2026

Rendering Data Unlearnable By Exploiting Llm Alignment Mechanisms, Ruihan Zhang, Jun Sun

Research Collection School Of Computing and Information Systems

Large language models (LLMs) are increasingly trained on massive, heterogeneous text corpora, raising serious concerns about the unauthorised use of proprietary or personal data during model training. In this work, we address the problem of data protection against unwanted model learning in a realistic blackbox setting. We propose Disclaimer Injection, a novel data-level defence that renders text unlearnable to LLMs. Rather than relying on model-side controls or explicit data removal, our approach exploits the models’ own alignment mechanisms: injecting carefully designed alignment-triggers to prevent effective learning. Through layer-wise analysis, we find that finetuning on such protected data induces persistent activation …


Use Of The Bethesda System For Reporting Thyroid Cytopathology In Thyroid Nodules Incoordination To The Appropriate Surgical Intervention, Rusul Abid Kareem, Basim Rassam Ghadhban Jul 2026

Use Of The Bethesda System For Reporting Thyroid Cytopathology In Thyroid Nodules Incoordination To The Appropriate Surgical Intervention, Rusul Abid Kareem, Basim Rassam Ghadhban

Iraqi Postgraduate Medical Journal

Background: The thyroid nodule refers to an abnormal growth of thyroid cells. Although the vast majority of thyroid nodules are benign, a small proportion of thyroid nodules are malignant. In order to diagnose and treat malignant thyroid nodules at the earliest stage, most of them need radiological and cytological evaluation. Fine-needle aspiration (FNA) using The Bethesda System for reporting thyroid cytopathology.Aim of study: To evaluate the significance of the Bethesda classification in detecting malignant thyroid nodule and relate the appropriate surgical intervention accordingly.Methods: prospective, case control study was conducted in Baghdad teaching hospital, 2nd floor. from 1st of December 2021 …


Esophageal Stricture Post Congenital Tracheoesophageal Fistula Repair, Zaid A. Zaid, Momtaz Al-Nima Jul 2026

Esophageal Stricture Post Congenital Tracheoesophageal Fistula Repair, Zaid A. Zaid, Momtaz Al-Nima

Iraqi Postgraduate Medical Journal

Background: It’s a narrowing of > 50% of the esophagus lumen or as a narrowing detected on a contrast study , or at esophagostomy in combination with symptomsTracheoesophageal fistula (TEF) is a relatively rare congenital anomaly occurring in one in 2500-3000 live births (3)Moreover, the life expectancy of the patients without proper treatment may be measured in weeksAim of study: evaluation of the demographics, surgical details, and postoperative outcomes of pediatric patients undergoing surgery for Tracheoesophageal Fistula (TEF) repair.Methods: The study was conducted at Pediatric Teaching Hospital/Medical City from December, 2022, to November , 2023. A total of 35 cases post …


Immunohistochemical Expression Of Estrogen Receptor In Papillary Thyroid Carcinoma With Lymph Node Metastasis, Furqan J. Albderi, Kaswer M. Altoriahi Jul 2026

Immunohistochemical Expression Of Estrogen Receptor In Papillary Thyroid Carcinoma With Lymph Node Metastasis, Furqan J. Albderi, Kaswer M. Altoriahi

Iraqi Postgraduate Medical Journal

Background: Papillary thyroid carcinoma (PTC) is the most common well-differentiated thyroid malignancy. The female predominance of PTC suggests a potential role for estrogen signaling, mediated through estrogen receptors (ER), in thyroid carcinogenesis and progression.Objective: This study aimed to evaluate estrogen receptor protein expression in papillary thyroid carcinoma with lymph node metastasis and to analyze its association with clinicopathological parameters.Methods: A retrospective study was conducted on 50 formalin-fixed, paraffin-embedded thyroid and corresponding lymph node tissue specimens from Iraqi patients with PTC and lymph node metastasis. ER expression was assessed by immunohistochemistry. Associations between ER expression and clinicopathological variables were analyzed using …


Vaccine Hesitancy And Uptake During Pregnancy: Investigating The Role Of Emotional Mental Imagery, Julie L. Ji, Zoe Bradfield, Lies Notebaert, Joshua Lake, Catherine Hughes, Jane Warland, Julian Basanovic, Colin Macleod, Margie Danchin, Christopher C. Blyth, Katie Attwell Jul 2026

Vaccine Hesitancy And Uptake During Pregnancy: Investigating The Role Of Emotional Mental Imagery, Julie L. Ji, Zoe Bradfield, Lies Notebaert, Joshua Lake, Catherine Hughes, Jane Warland, Julian Basanovic, Colin Macleod, Margie Danchin, Christopher C. Blyth, Katie Attwell

School of Psychology

Background Vaccine hesitancy and suboptimal vaccine uptake pose significant threats to public health, but modifiable psychological factors underpinning them are under-investigated. We examined the prevalence of spontaneous emotional mental imagery relating to infectious diseases and perinatal vaccines and its unique associations with vaccine hesitancy and uptake behaviour. Methods In a two-part longitudinal study, a sample of 411 English-speaking pregnant women attending a large public maternity hospital in Western Australia completed a baseline survey assessing levels of vaccine hesitancy and vaccine uptake (status and timing) during pregnancy for influenza, pertussis, and COVID-19. Vaccine uptake data were collected through official immunisation records. …