Digital Commons Network^™

Continuous Deep Learning With Elastic Weight Consolidation For Robust Multi-Class Lung Cancer Diagnosis, Zainab Muhammed, Belal Al-Khateeb

Mesopotamian Journal of Big Data

Lung cancer is the leading cause of death by cancer in the world, thus demanding an urgent requirement for reliable and reproducible diagnostic tools for its early detection and differentiation into subtypes. Most classical deep learning methods suffer from catastrophic forgetting and have trouble with continuous learning, especially with an increasing amount of clinical data. This work investigates these issues by introducing a best multi-class lung cancer classification framework consisting of Residual Network architecture (Resnet-50) and Continuous Deep Learning (CDL), and Elastic Weight Consolidation (EWC). The proposed model was trained sequentially using two tasks: Task1 consisted of 6,800 histopathological images …

Motive To Kill: The Link Between Childhood Trauma And Homicide, Natalie L. Scholz

Psychology Student Publications

What motivates some individuals to commit homicide and what role does childhood trauma play in increasing that risk? Psychology and neuroscience suggest that when a child experiences traumatic events it can change how they handle stress, emotional control, and how their brain develops. All these factors can lead to them acting out in more violent ways. The Adverse Childhood Experiences study shows that traumatic events during one’s childhood can have a negative effect on their mental wellbeing later in life making them more prone to act out aggressively and possibly having more criminal involvement. Exposure to trauma has been linked …

Examining The Role Of The Cbn's Agent Banking Policy In Its Financial Inclusion Drive From A Mechanism Design Theory Perspective, Umar Yakub Yakub Mr

Bullion

This paper analyses CBN’s Agent Banking policy and its role in promoting financial inclusion through the lens of mechanism design theory. It sought to evaluate how effective the policy has been in bringing together the incentives of key stakeholders—customers, agents, and banks—with the ultimate goals of the Bank’s financial inclusion policy. The scope covers the design and evolution of the policy, the incentives of the different stakeholders, and finding potential information asymmetries, moral hazard, and adverse selection issues. It assesses the impact of the policy based on available evidence and concludes with mechanism design-informed recommendations for improving the policy’s effectiveness …

Ten Years After Windsor And Obergefell: The Inequalities Of Marriage Equality, Anthony C. Infanti

Loyola of Los Angeles Law Review

Looking back over the decade that has elapsed since the Supreme Court’s landmark marriage equality decisions in United States v. Windsor and Obergefell v. Hodges, this article explores the complex relationship between legal and social change through the prism of the impact that these decisions have had on the tax landscape for the LGBTQ+ community. The article examines the gap between the promise of “equal” treatment and respect for members of the LGBTQ+ community embodied in these legal decisions and a social reality in which discrimination—tax and otherwise—stubbornly persists.

The article begins by examining how the Court’s marriage equality …

Jonathan Difraia V. Kevin Ransom

2026 Decisions

USDC for the Middle District of Pennsylvania

Children’S Perspectives On Playfulness: A Child-Centred Qualitative Study, Risa Rylander, Stephanie Burns, Jocelyn Dautel

International Journal of Playwork Practice

This qualitative study examines children’s lived experiences of play and playfulness through interviews and creative methods with 10 children aged 8–11 in a Playwork setting. Thematic analysis identified three core themes: playfulness as an internal experience; the contextual nature of playfulness; and Playwork theory in practice. Children described play as joyful, immersive, and intrinsically motivated, shaped by factors such as comfort, outdoor access, social relationships, and autonomy. They valued adult support that preserved freedom. Findings challenge narrow definitions of playfulness, emphasizing calm, solitary, and open-ended play, with implications for designing responsive, child-centred play environments.

Characteristics Of Leprosy Chemoprophylaxis Recipeints In The Tirtayasa Public Health Center Area, 2023–2024, Rifa Imaroh, Maria Angela Lumaksono, Izzah Imani, Dhelya Widasmara

Jurnal Epidemiologi Kesehatan Indonesia

Leprosy remains a public health problem in Indonesia. In 2023, Indonesia ranked third globally in the number of leprosy cases, with 14,376 reported cases, after India (107,851 cases) and Brazil (22,773 cases). One of the key strategies for leprosy control in Indonesia is the implementation of preventive measures, including home visits and the administration of chemoprophylaxis using single-dose rifampicin (SDR). Post-exposure prophylaxis plays an important role in preventing leprosy transmission among contacts of confirmed patients. This study aimed to describe the characteristics of leprosy chemoprophylaxis recipients in the Tirtayasa Public Health Center area during 2023–2024. This study was an descriptive …

Risk Factors Of Leptospirosis Among Agricultural Workers In Southeast Asia: Literature Review, Ronggo Adi Wibowo, Wawa Najwa Nurzakia, Meirany Sasitha Kirana, Yulia Arthemisia Wijaya, Jasmine Ayumaharani Sekaryudha, Dwi Sarwani Sri Rejeki, Rosita Dwi Jayanti

Jurnal Epidemiologi Kesehatan Indonesia

The agricultural sector is the primary source of livelihood for communities in Southeast Asia; however, these activities increase the risk of exposure to zoonotic diseases, particularly leptospirosis. Southeast Asia is one of the regions with the highest incidence of leptospirosis in the world. This literature review aims to identify risk factors for leptospirosis among agricultural workers in Southeast Asia. The search for research articles utilized three databases (Google Scholar, PubMed, and ScienceDirect) using a descriptive approach based on literature review and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. A total of 9,800 articles were screened for …

Factors Associated With Stunting Among Children Aged 6 – 59 Months Attending Integrated Health Post (Posyandu) In Selapajang And Kedaung Wetan Villages, Neglasari Sub-District, Tangerang City: A Matched Case-Control Study, Michael Alexander Solang, Joue Abraham Trixie, Gloria Semula, Tiona Simamora, Conny Tanjung

Jurnal Epidemiologi Kesehatan Indonesia

Stunting is a problem in Indonesia. In 2022, Kedaung Wetan and Selapajang Villages in Neglasari sub-district, Tangerang City, were identified as a priority. This study aimed to identify factors associated with stunting among children (6 – 59 months) in these villages. A matched case-control study consisting of 214 children (107 cases and 107 controls) was conducted, with individual matching based on age, sex, and prematurity at birth. Cases were children with height-for-age (H/A) measurement less than -2SD (according to WHO standard), while controls were children with H/A equal to or greater than -2SD. Conditional logistic regression was used for the …

Future Prospects Of Pediatrician Talent Development: Focusing On Early Childhood Health To Pioneer A New Chapter In Pediatric Care, Yueh-Ping Liu

Journal of Medical Education

Taiwan's declining fertility rate is reshaping the pediatric care landscape. The demands of child health care encompass acute and critical care, chronic disease management, complex diagnostic conditions, as well as developmental and mental health support. In response, the Ministry of Health and Welfare's Program for Excellence in Child Health Care and the Project of Holistic Physicians for Young Children represent a strategic transition toward proactive, community-anchored child health stewardship. By integrating preventive services, developmental surveillance, case management, and cross-sector coordination, these initiatives strengthen early detection and timely intervention while redefining pediatricians as key actors within the social safety net. Embedding …

From Time-Based To Competency-Based: A Decade-Long Transformation Of Medical Radiation Technologist Education In Taiwan And Its Implications For System-Level Cbme Reform, Yao-Ting Lu, Shu-Yu Wen, Chiao-Ling Tsai, Cheng-Heng Liu, Wen-Tao Huang, Chia-Hung Chen, Chih-Wei Yang

Journal of Medical Education

Competency-based medical education (CBME) has reshaped physician training, yet system-level implementation in allied health professions is rarely described. In this Perspective, we examine Taiwan's decade-long national reform of medical radiation technologist (MRT) education led by the Taiwan Association of Medical Radiation Technologists (TAMRT) and distill lessons for system-level CBME. Beginning in 2012, TAMRT adapted the Accreditation Council for Graduate Medical Education (ACGME) core competencies and introduced workplace-based assessments across diagnostic radiography, radiation therapy, and nuclear medicine. Early national accreditation cycles revealed persistent variability in assessment quality and highlighted the limitations of time-based advancement. TAMRT therefore shifted from adding isolated tools …

An Innovative, Structured Standardized Patient Training Model For Gender Diversity: Curriculum Design And Preliminary Evaluation, Yu-Wen Wang, Ching-Ting Lien, Ching-Chung Lin, Chau-Shoun Lee, Min-Shu Wang

Journal of Medical Education

Background: Despite increasing emphasis in medical education, LGBTQ clinical sensitivity and care competencies remain insufficient. This study developed a structured Standardized Patient (SP) training model replacing traditional lecturing. It aims to alleviate role boundary blurring and psychological stress SPs face with highly sensitive topics while enhancing their professional comprehension.

Objectives: To develop and evaluate a structured SP training model that integrates psychological safety mechanisms to mitigate role confusion and stress in handling gender diversity topics, while enhancing SPs' professional role interpretation and cultural sensitivity.

Method: The course was implemented through systematic integration of the ``Introspection, Empathy, Deconstruction'' three-phase model: (1) …

Practice Readiness In Occupational Therapy Graduates From A Bachelor's Training Program: A Multi-Stakeholder Study In Taiwan, Kuan-Yi Li, Chi-Min Yang, Chi-Hsuan Chen, Rou-Shayn Chen, Hsiang-Han Huang

Journal of Medical Education

Introduction: The transition from academic education to clinical practice is a critical challenge for new occupational therapy (OT) graduates. While most Western countries have adopted master's or doctoral entry-level into the profession, bachelor's-level OT training remains the mainstream in Asia. This raises questions about whether such programs adequately prepare graduates for today's complex clinical environments. This study examined the preparedness of OT graduates under bachelor-level training by exploring the alignment between educational experiences and workplace expectations from the perspectives of multiple stakeholders.

Methods: A total of 547 respondents, including recent graduates, clinical educators, practicing occupational therapists, and heads of occupational …

The Impact Of Non-Technical Skills On Respiratory Therapists' Practice: A Single-Center Study At A Tertiary Hospital In Saudi Arabia, Mohamad A. Abdulsamad, Fadi A. Toonsi

Journal of Medical Rehabilitation Science

Background: Non-technical skills (NTS), including communication, teamwork, decision-making, and situational awareness, are increasingly recognized as essential for patient safety and effective healthcare delivery. Respiratory therapists (RTs) at King Faisal Specialist Hospital and Research Center (KFSH&RC) frequently face high-stakes clinical situations where NTS are critical, yet limited evidence exists regarding their integration into practice and training. This study evaluated the impact of NTS on RT practice, identified key skill gaps, and proposed recommendations for curriculum enhancement. Methods: A cross-sectional survey was conducted among 50 RTs with at least six months of experience at KFSH&RC in Jeddah city. Data were collected using …

Towards State Legislative Codification Of The Wpath Soc Guidelines, Suresh Hanubal

Duke Journal of Constitutional Law & Public Policy Sidebar

Transgender rights have increasingly come under assault in the United States. As of early 2026, twenty-seven states have passed either bans or restrictions on access to gender-affirming care. The issue has also become a central focus at the federal level. The U.S. Supreme Court decided United States v. Skrmetti, a case concerning the legality of state restrictions on gender-affirming care, in the 2024 – 2025 term. Moreover, the second Trump administration has been clear that rolling back transgender rights, including access to gender-affirming care, is a priority. In this political environment, where access to gender-affirming care in the United States …

Uab Libraries Q1 2026 Employee Updates, Uab Libraries

UAB Libraries News

No abstract provided.

Of Property And Pilgrims: The Myth Of Communal Property And The Realities Of Corporate Charters And Land Tenures In Plymouth Colony, Liam Cronan

St. Mary's Law Journal

No abstract provided.

In Bad Faith: The Binding Of The Establishment Clause On The Altar Of Free Exercise, Ian G. Klein

St. Mary's Law Journal

This Article contends that the facially unconstitutional introduction of mandatory Biblical instruction into Oklahoma public schools and mandatory posting of the Ten Commandments in Louisiana and Texas public schools reflect a deliberate strategy to bring Everson v. Board of Education[1]—which incorporated the Establishment Clause against the states vis-à-vis the Fourteenth Amendment—before the review of a hyper-‍partisan Supreme Court, with the ultimate goal of its reversal, allowing endorsement and declaration of religion on a state level.[2]  The Article will demonstrate that this is consistent with nearly two decades of Religion Clause jurisprudence, culminating in the overturn of the …

Dissociative Identity Disorder And The Creation Of The Court Forensic Psychologist, Sarah Nicole Peacock

St. Mary's Law Journal

No abstract provided.

Approved Programs 3-31-26, Angela Brock

Programs Committee (PC)

No abstract provided.

Program Agenda 3-31-26, Angela Brock

Programs Committee (PC)

No abstract provided.

National Security, Macroeconomic Stability, And The Future Of Nigeria's Development: Policy Priorities In A Volatile Global Environment, Suleiman Yusuf Usman Mr.

Bullion

Nigeria confronts a dual crisis: escalating domestic insecurity and intensifying global geopolitical volatility. Rising insecurity undermines productive capacity, diverts fiscal resources, and erodes investor confidence, whilst external shocks—including policy pronouncements from major economies and geopolitical tensions—threaten capital flows, foreign exchange reserves, and macroeconomic stability. This article examines the economic and developmental implications of these intertwined pressures, evaluates their impact on monetary policy effectiveness and financial sector resilience, and presents actionable policy recommendations to strengthen governance, restore stability, and safeguard Nigeria's long-term development trajectory. The analysis emphasises the urgent need for coordinated fiscal and monetary responses, institutional reforms, and strategic repositioning …

Evaluation Of Turkish Hearths From A Sporting Perspective: Construction Of National Identity In Geographical Regions, Alpay Aydoğdu, Merve Güney, Hacı Ali Çakici, Burkay Cevahiṙ Ciȯ Ğ

Khazar Journal of Humanities and Social Sciences

Turkish Hearths played an important role in the institutionalisation of Turkish nationalism in the final years of the Ottoman Empire and the early years of the Republic. The process began with the establishment of the Turkish Association in 1908, the Turkish Homeland Society in 1911, and the Turkish Power Society in 1913, and was strengthened with the establishment of the Turkish Ocağı. Turkish Hearths focused on sports activities with the aim of supporting the physical and mental development of Turkish youth, reviving national consciousness, and ensuring social unity. Sports branches operating in seven geographical regions promoted sports suitable for the …

A Systematic Review Of Implementing Iot Healthcare Systems: Technological, Organizational, And Ethical Barriers In Rural Settings, Mudzramer A. Hayudini, Angela Joy A. Jimpoy, Jonel T. Alibasa, Aisha A. Carolino, Jenden M. Julkamri, Nagdir B. Muhadja, Al Rajab H. Aming, Hamdoni K. Pangandaman, John Ed Augustus A. Escorial

Jurnal Keperawatan Indonesia

The implementation of Internet of Things (IoT) technologies holds transformative potential for healthcare delivery in rural and underserved regions. This systematic review focuses on technological, organizational, and ethical barriers. A comprehensive literature search across six major academic databases yielded eleven empirical studies published between 2015 and 2025. The review adhered to PRISMA protocols, with data synthesized using the Synthesis Without Meta- Analysis (SWiM) guidelines. Findings revealed that technological challenges—such as unreliable internet connectivity, lack of device interoperability, and power supply issues—are widespread across rural implementations. Organizational limitations included inadequate training, resistance to workflow changes, and financial constraints. Ethical concerns primarily …

Factors Affecting Older Adult Adjustment At A Health Promoting Hospital In Nakhon Phanom, Thailand, Onuma Kaewkerd, Yuttachai Chaiyasit, Phensiri Dumrongpakapakorn, Nuttiya Prommasaka Na Sakonnakhon

Jurnal Keperawatan Indonesia

Elderly adjustment influences quality of life and well-being and informs appropriate health promotion, holistic care, and health services. This study aimed to investigate the factors influencing the adaptation of older adults by focusing on a study conducted at Dong Kwang Health Promoting Hospital in Nakhon Phanom Province, Thailand. A cross-sectional design was used for the study. The sample consisted of 100 older adults and were selected for data collection from March 22, 2023, to April 20, 2023. The research instruments consisted of questionnaires assessing personal information, spiritual well-being, stress, perceived self-care abilities of older adults, quality of life, and older …

The Impact Of Corporate Governance Practices On Enhancing The Quality Of Financial Reporting: An Applied Study On A Sample Of Commercial Banks Listed On The Iraq Stock Exchange, Ahmed Hashem Sakr

Muthanna Journal of Administrative and Economics Sciences

This study examines the impact of corporate governance practices on the quality of financial reporting in a sample of commercial banks listed on the Iraq Stock Exchange. Motivated by the increasing need for transparency and reliability in financial information within the Iraqi banking environment characterized by regulatory challenges and economic instability the research investigates how key governance mechanisms contribute to enhancing the credibility and accuracy of financial reports. The study focuses on three core governance indicators: board size, board independence, and audit committee activity, in addition to relevant control variables reflecting firm characteristics.Employing panel data analysis and fixed-effects regression models, …

An Act To Establish Lagrange College, Mcguire, Henry, And Walker (State Printers)

Documents on Education and Progress of the University

This is the Establishment Act by the General Assembly of the State of Alabama for the creation of LaGrange College on Lawrence Hill in Franklin County, Alabama 9now Colbert County) on November 21, 1929. This act was adopted on January 19, 1830.

Cfd Modelling Investigation Of Hydrocyclone Solid Separation Efficiency In Petroleum Upstream Oil Production, Yuvanesh Jeva, Mohammad Shakir Nasif

Platform: A Journal of Engineering (PAJE)

```python text = """In the wide landscape of upstream oil production, an essential challenge engineers often face is the contamination of crude oil with impurities such as sand. The inevitable drawbacks of sand contamination, such as pig blockages and control valve failures, reinforce the necessity of separators. Various types of separators are used in industry to remove impurities, including three-phase separators, gravity separators, and hydrocyclone separators. Hydrocyclone is a very efficient alternative, with a simpler design and higher throughput capacity than its competitors. A computational fluid dynamics (CFD) analysis of the hydrocyclone solid separation efficiency is presented in this work. …

Delivering Fairer Tipping Practices, Nyc Department Of Consumer And Worker Protection, Alexandra Burke

Cardozo Journal of Equal Rights and Social Justice (ERSJ) Blog

On January 30, 2026, Mayor Mamdani and Department of Consumer and Worker Protection (“DCWP”) Commissioner Samuel Levine announced that food delivery app companies Uber Eats, Fantuan, and Hungry Panda owed more than $5 million in worker restitution, civil penalties, and damages to resolve violations of the Minimum Pay Rate for delivery workers. Like New York City, other municipalities across the United States should enact statutory protections for delivery workers, investigate compliance, and enforce penalties to ensure workers' rights and justice.

การบริหารจัดการอวกาศ: บทบาทหน้าที่ของอนุญาโตตุลาการในกฎหมายอวกาศและข้อพิพาทที่เกี่ยวกับอวกาศ (Galactic Governance: The Role Of Arbitration In Space Law And Space-Related Disputes), Andreas Seela

Chulalongkorn University Law Journal

กฎหมายอวกาศอันเป็นกฎหมายที่น่าจับตามองและกำลังพัฒนาในสาขากฎหมายระหว่างประเทศกำลังเผชิญหน้ากับความท้าทายแปลกใหม่เนื่องด้วยกิจกรรมส่วนบุคคลทางอวกาศ ซึ่งประกอบไปด้วยการปฏิบัติการของดาวเทียม การทำเหมืองอวกาศ และการท่องเที่ยวอวกาศ โดยอดีตนั้นกฎหมายอวกาศถูกพัฒนาจากการมีปฏิสัมพันธ์ทางการทูตและทางการเมืองระหว่างรัฐต่าง ๆ จนนำไปสู่ข้อพิพาทที่ถูกแก้ไขด้วยการเจรจามากกว่าการสร้างกลไกทางกฎหมายขึ้นมาอย่างเป็นรูปธรรม อย่างไรก็ตาม การที่องค์กรเอกชนเข้ามามีส่วนเกี่ยวข้องมากขึ้นในกิจกรรมทางอวกาศส่งผลให้อนุญาโตตุลาการถูกนำมาใช้เป็นกลไกในการระงับข้อพิพาทแทน บทความนี้จะพินิจพิจารณาบทบาทของอนุญาโตตุลาการในข้อพิพาทที่เกี่ยวข้องกับอวกาศโดยเน้นย้ำถึงความสำคัญจากมุมมองทางกฎหมายที่วิธีการระงับข้อพิพาทแบบดั้งเดิมอาจไม่เพียงพออีกต่อไป ประเด็นถกเถียงจะเริ่มด้วยภาพรวมของพัฒนาการทางประวัติศาสตร์ของกฎหมายอวกาศ รวมถึงสนธิสัญญาระหว่างประเทศที่เกี่ยวข้องหลัก ๆ เช่น สนธิสัญญาอวกาศ อนุสัญญาความรับผิดและอนุสัญญาดวงจันทร์ จากนั้นบทความนี้จะวินิจฉัยความซับซ้อนของการอนุญาโตตุลาการในกฎหมายอวกาศ โดยจะเน้นความสำคัญไปที่ปัญหาต่าง ๆ เช่น ความรับผิด เขตอำนาจศาล การบังคับใช้ และการรักษาความลับ ยิ่งไปกว่านั้นจะกล่าวไปถึงโครงสร้างอนุญาโตตุลาการที่อาจต้องปรับเปลี่ยนในปัจจุบัน เช่น กฎเกณฑ์เสริมสำหรับการอนุญาโตตุลาการในข้อพิพาทเกี่ยวกับกิจกรรมทางอวกาศเพื่อตอบสนองต่อความต้องการของการค้าอวกาศโดยเอกชน และจะสรุปบทความนี้ด้วยการถกเถียงแนวทางที่เป็นไปได้ในอนาคต ซึ่งรวมไปถึงการจัดตั้งองค์กรอนุญาโตตุลาการเฉพาะทางที่จะสร้างกลไกในลักษณะการระงับข้อพิพาทที่มีประสิทธิภาพมากขึ้นสำหรับการเปลี่ยนแปลงที่รวดเร็วในอวกาศ การศึกษาค้นคว้านี้มุ่งที่จะแสดงข้อมูลเชิงลึกในประเด็นของกลไกทางกฎหมายที่มีอยู่นั้นเพียงพอแล้วหรือจำเป็นต้องมีการวางกลไกใหม่ที่มีความเป็นหนึ่งเดียวกันเพื่อรับมือกับความท้าทายที่เกิดขึ้นใหม่ในการบริหารจัดการอวกาศ