Digital Commons Network^™

Lessons From A Masterclass, Daniel R. Fine

Northwestern University Law Review

No abstract provided.

Eulogy For The Honorable Joel M. Flaum, Robert M. Dow Jr.

Northwestern University Law Review

No abstract provided.

Causal Ai-Based Clinical And Radiomic Analysis For Optimizing Patient Selection In Combined Immunotherapy And Sabr In Early-Stage Nsclc: A Secondary Analysis Of The Phase Ii I-Sabr Trial, Maliazurina B Saad, Eman Showkatian, Vivek Verma, Qasem Al-Tashi, Muhammad Aminu, Xinyan Xu, Muhamed Qayati Mohamed, Morteza Salehjahromi, Sheeba J Sujit, Yuliya Kitsel, Steven H Lin, Zhongxing Liao, Saumil Gandhi, David Qian, David Jaffray, Caroline Chung, Natalie I Vokes, Jianjun Zhang, J Jack Lee, John V Heymach, Jia Wu, Joe Y Chang

Faculty, Staff and Student Publications

Background: The recent phase II randomized stereotactic ablative radiotherapy with and without immunotherapy (I-SABR) trial has shown improved event-free survival (EFS) when adding immunotherapy to stereotactic ablative radiotherapy (SABR) for early-stage inoperable non-small cell lung cancer (NSCLC). However, optimizing patient selection thereof is critical, because not every patient benefits from immunotherapy. Leveraging the powerful use of artificial intelligence, this secondary analysis of the I-SABR trial developed a modeling system (named "I-SABR-SELECT") based on clinical and radiomic factors to address which patients should receive additional immunotherapy.

Methods: The discovery/validation cohorts were from the I-SABR trial, with external validation from the single-arm …

Bridging The Gap: Awareness Of Healthy Menstrual Practices Among Married And Single Women In Baghdad Teaching Hospital: A Cross-Sectional Study, Ban Yousif Yaaqoob

Al-Nisour Journal for Medical Sciences

Background: Menstruation is a natural biological process that significantly impacts women’s physical and emotional well-being. Despite its universality, misconceptions and unhealthy practices surrounding menstruation persist, particularly in low- and middle-income countries (LMICs). This study aimed to assess the knowledge and practices of married and single women regarding healthy menstrual habits in Baghdad, Iraq.

Methods: A cross-sectional study was conducted from December 20, 2022, to February 25, 2023, involving 100 women divided into two groups: 50 single females from the College of Health and Medical Techniques and 50 married employees from Baghdad Teaching Hospital. Data were collected through structured interviews and …

Design Of A Hybrid System For Powering Wireless Communication Units, Samer Rabih, Ahed Alboody

Al-Esraa University College Journal for Engineering Sciences

Wireless and optical communication units are becoming more widespread nowadays, especially in rural areas. Therefore, feeding electricity has become essential for the continuity of services. As a result of economic and social development, there has been an urgent need to supply electrical power for the basic requirements of wired and wireless telecommunications equipment. This is linked to public safety, long life, and connection to uninterruptible power systems to ensure continuous power supply, whether from renewable energy sources or traditional diesel systems. This research studies and designs a renewable energy (solar) power system to power telecommunications equipment. The proposed power system …

The Role Of Regulatory T Cells In Ischemic Heart Disease Patients, Duha Alaa Hassan, Hayfaa Mahmood Fahad, Saad Fadhel Nassar

Al-Nisour Journal for Medical Sciences

Background: Regulatory T cells (Tregs) represent 5–10% of the total T cell population and are known as potent suppressors of the immune system. They are crucial for managing immune activation, ensuring peripheral tolerance, and supporting tissue repair and overall homeostasis. These cells are characterized by the expression of specific biomarkers, including CD4+, FOXP3+, and CD25+. While CD4 and CD25 were initially used for their identification, the discovery of CD25 on other T cell types led to a more precise evaluation of Tregs through the assessment of the intracellular Foxp3 transcription factor.

Objective: The primary goal of this study was to …

Remedies For Unreasonable Administrative Action After Vavilov, Kate Glover Berger

Articles & Book Chapters

This article comments on Pepa v. Canada (Citizenship and Immigration), arguing that it departs from the Supreme Court's previous guidance on remedies in an unprincipled manner. The article outlines the remedial framework established in Canada (Minister of Citizenship and Immigration) v. Vavilov, traces its development over the past five years, discusses key departures from the general rule of remittal, and highlights the principles these departures reflect. It then examines the approach to remedies adopted in Pepa. This assessment shows that the Pepa majority's invocation of the "single reasonable interpretation" exception to the general rule of remittal departs from the core …

Sworn-In, Paid Out: Inauguration Committees As A Blind Spot Of Campaign Finance Law, Joe Beebe

NULR Online

No abstract provided.

Enhancing Automated Lung Disease Detection From Chest Radiography: An Interpretable Deep Learning Approach With Integrated Preprocessing And Ensemble Modeling, Ahmed Mohammed Abdulkarem, Jamal Kamil K. Abbas, Qamar Ali Abdulridha

Al-Nisour Journal for Medical Sciences

In this study, we tackled the problem of early pulmonary disease detection in chest radiography by developing and evaluating a sophisticated deep learning framework. Our goal was to improve diagnostic precision for conditions like cancer and pneumonia. To do this, we combined insights from current literature with a rigorous experimental protocol using a 5,000-image sample from the well-known NIH Chest X-ray dataset. A core component of our work was the implementation of a multi-stage preprocessing pipeline, featuring both lung segmentation and targeted contrast enhancement, designed to focus the model’s attention on relevant clinical features.

We assessed our models, which were …

Advancing Modified Barium Swallow Pre-Sorting With Deep Learning: A New Paradigm For The First Step Analysis In X-Ray Swallowing Study, Shitong Mao, Mohamed A Naser, Sheila Buoy, Kristy K Brock, Katherine A Hutcheson

Faculty, Staff and Student Publications

Purpose: Modified barium swallow (MBS) exams are pivotal for assessing swallowing function and include diagnostic video segments imaged in various planes, such as anteroposterior (AP or coronal plane) and lateral (or mid-sagittal plane), alongside non-diagnostic 'scout' image segments used for anatomic reference and image set-up that do not include bolus swallows. These variations in imaging files necessitate manual sorting and labeling, complicating the pre-analysis workflow.

Methods: Our study introduces a deep learning approach to automate the categorization of swallow videos in MBS exams, distinguishing between the different types of diagnostic videos and identifying non-diagnostic scout videos to streamline the MBS …

Living In Disharmony: Women's Experiences Of Gendered Progress And Failure In New Harmony, Indiana, 1824-1827, Olivia Krall

Communal Societies

No abstract provided.

Revisiting Backwoods Utopias At 75: Arthur Bestor’S Scholarship And Its Legacy, Carl Guarneri

Communal Societies

No abstract provided.

Anchored Ai: Intent-Extraction, Anchor-Weighted Generation, And Synthetic Collapse Prevention For Human-Aligned Ai, Joseph Jm Walker

Defensive Publications Series

This disclosure presents Anchored AI, a system and method for ensuring reliable, human-aligned artificial intelligence through the integration of anchored data partitioning, intent extraction, anchor-weighted generation, provenance embedding, and synthetic collapse prevention. Unlike conventional large language models that are trained indiscriminately on mixed or synthetic data, Anchored AI introduces a structured framework where datasets are partitioned and weighted (anchor, ephemeral, synthetic), user queries are processed through an intent extraction layer (embedding, semantic role labeling, ontology mapping), and responses are generated with explicit anchor weighting and citation from authoritative corpora. Outputs are embedded with cryptographic provenance manifests (e.g., C2PA/PROV) …

Peculiarities Of Europeanisation Of State Aid Control In Ukraine During Martial Law, Bohdan Veselovskyi, Kseniia Smyrnova

Yearbook of Antitrust and Regulatory Studies

Ukraine's European integration necessitates the alignment of its state aid control framework with EU competition law. The full-scale invasion by Russia in 2022 significantly disrupted this alignment, prompting Ukraine to temporarily suspend standard state aid oversight procedures under martial law. In response, Ukraine has undertaken comprehensive legislative reforms, including the adoption of sector-specific state aid criteria, enhanced administrative accountability measures, and systematic inventorying of existing aid schemes. This article analyses these developments, demonstrating Ukraine's ongoing commitment to restore regulatory certainty, transparency, and competitive neutrality, despite wartime constraints. Judicial practices incorporating EU-derived standards, particularly the Altmark criteria, highlight Ukraine's substantial progress …

Livingness As A Liberatory Framework For Decolonizing Lis Praxis, Sarah Appedu

School of Information Studies - Post-doc and Student Scholarship

The fields of library and information science (LIS) are in a pivotal moment. While the stakes may seem higher than ever, Indigenous, Black, and queer communities have long anticipated this moment, demonstrating how libraries and archives are not yet equipped to meaningfully participate in the project of decolonization. I build on existing calls for decolonization in our discourse and practices by drawing attention to the living/non-living dualism in our ontologies and the ways it constrains our ability to reconcile with our fields’ colonizing origins. I contemplate what it would mean to treat all information as endowed with a sense of …

Rotunda - Vol 105, No 2 - Oct 3, 2025, Longwood University

Rotunda

No abstract provided.

Bcr Carpentry Llc V. Fca Us Llc

2025 Decisions

USDC for the District of New Jersey

Brian Dillow V. Treasurer Of The Commonwealth Of Pennsylvania

2025 Decisions

USDC for the Eastern District of Pennsylvania

Sga 57 Senate 2025-10-03 Agenda, Niu Student Government Association Senate

Student Government Association Archives

No abstract provided.

The Scarlet - Volume Civ, No. 3 (October 3, 2025), Scarlet Staff

The Scarlet (Student Newspaper) (2011-present)

The October 3, 2025 edition of The Scarlet (est. 1939), Clark University's student-run newspaper. The Scarlet is intellectually and editorially independent of the University.

Phenotypic, Genetic And Genomic Prediction Of Greenhouse Gas Emissions In Irish Cattle, Clodagh Ryan

Theses

Enteric methane is the largest source of agricultural greenhouse gas emissions in Ireland, accounting for 63% of the sector’s total. Achieving the legally binding target of a 25% reduction in agricultural emissions by 2030 requires low-cost, scalable mitigation strategies. Genetic selection offers a cumulative and permanent solution, with potential to reduce emissions without compromising productivity. This thesis aimed to quantify the genetic variability of methane and carbon dioxide emissions in growing beef cattle, investigate their relationships with economically important traits, and evaluate the feasibility of incorporating a methane trait into the Irish national beef breeding objective. Emissions data were collected …

Interdisciplinary Narratives On Artificial Intelligence & Personnel Selection Systems, John Hunter, Melissa Intindola, Neil Boyd, Thiago Serra Azevedo Silva

Faculty Journal Articles

Artificial intelligence (AI) has quickly and persistently become a daily presence in our lives, and its omnipresence has eclipsed the speed with which scholars can fully assess its efficacy and pitfalls. AI’s ubiquity and the lack of a clear understanding of its implications for humanity has spurred scholars across disciplines to action, and scholars in the field of Human Resource Management (HR) have certainly joined the fray. As scholars with a variety of experience and scholarship across disciplines, we believe that the burgeoning conversation in the HR literature would significantly benefit from a greater presence of interdisciplinary knowledge.

Digital Danger: A Mixed-Methods And Comparative Analysis Of Cyberstalking Victimization, Kylie E. Mccarthy

Doctoral Works at the University of New Haven

Stalking, and cyberstalking are singular forms of violence, predicated on a victim’s interpretation and perception of events (Campbell & Moore, 2011; Korkodeilou, 2017). With no universal definition, and ambiguity as to which behaviors constitute the crime, understanding remains limited (Maple et al., 2012; Reyns et al., 2012). As technology advances and tech-based harassment rises (Short et al., 2022), it is imperative research examine both the scope of victimization, and the experiences of those victimized. This study analyzed the characteristics and consequences of cyberstalking victimization in a national US sample (n= 73), comparing findings to the 2010-2011 UK Electronic Communication Harassment …

Halal-Friendly Wellness Tourism In Non-Muslim Countries: Perceptions Of Muslim Tourists, Ann Suwaree Ashton, Rasmee Islam

International Journal of Religious Tourism and Pilgrimage

This study explores the perceptions of Muslim tourists regarding wellness-related activities while travelling in non-Muslim countries. Although halal tourism has witnessed significant global expansion, there remains a notable gap in the literature concerning the development of halal-compliant wellness products and services in destinations outside the Muslim world. Employing a qualitative methodology, in-depth interviews were undertaken with 40 Thai Muslim participants who travelled to non-Muslim countries between 2022 and 2023. The investigation centres on four primary categories of wellness activities: spa, therapy, and massage services; sports, leisure, and adventure experiences; spiritual well-being practices; and the slow food movement. The findings underscore …

Religious Reinterpretation In The Pilgrimage Experience To The Ganges River, India Of Balinese Ethnic Hindus, I Gede Sutarya, Thanakorn Chooksukhserm

International Journal of Religious Tourism and Pilgrimage

The interaction between Balinese ethnic Hindus and India in the modern era is reestablishing a connection between Balinese local knowledge with Hindu religious destinations in India. Balinese folklore mentions various holy places, including the Ganges River, which is considered part of Bali's sacred worship domain. This ceremonial tradition causes the ethnic groups to worship the Ganges and request for holy water, eliminating the need for the direct pilgrimage to the holy place. In the modern era, the tradition of seeking holy water has evolved into a driving force behind the interest in the pilgrimage to the Ganges River. This leads …

The Bison, October, 03, 2025

The Bison Newspapers

No abstract provided.

Margarita Marshall V. United States Post Office

2025 Decisions

USDC for the Eastern District of Pennsylvania

Usa V. Jose Vargas

2025 Decisions

USDC for the Middle District of Pennsylvania

Usa V. Oronde Shelton

2025 Decisions

USDC for the Western District of Pennsylvania

Usa V. Michael Malcolm

2025 Decisions

USDC for the Eastern District of Pennsylvania