Digital Commons Network^™

Does A Restrictive Clause Preventing The Resale Of A Vehicle Belong In The Proverbial “Bundle Of Sticks”?, Richard "Tres" Lyons Iii

St. Mary's Law Journal

No abstract provided.

Esl 103 - Intermediate English As A Second Language, Maria L. Plochocki

Open Educational Resources

The enclosed is a sample syllabus for an intermediate ESL class, created with Open Educational Resources. It includes essential course information such as a schedule of meetings and assignments, as well as course and institutional policies and resources.

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 …

Vision Transformer Model For Multiclass Classification And Localization Of Thoracic Abnormalities In Chest X-Rays, Mohammed Ahmed Talab, Sumia Abdulhussien Razooqi Al-Obaidi, Othman I. Hammadi, Suryanti Awang, Nur Syafiqah Mohd Nafis, Hasan Kahtan

Mesopotamian Journal of Big Data

Chest X-rays (CXRs) have been utilized as an important tool for diagnosing thoracic diseases because of their cost-effectiveness and accessibility. However, subtle signs of diseases, anatomical overlap and lack of expert radiologist in certain areas lead to difficulty in reading the CXRs. This indicates the needs of automated diagnostic systems to be accurate. Existing deep learning methods have shortcomings because they require pixel-level annotations to train models well. To address this problem, this study proposes Vision Transformers (ViT) with transfer learning for multiclass classification and weakly supervised localization of thoracic diseases in chest X-ray images. The technique uses patching, positional …

Mentorship As Identity Work: The Meaning Black Queer Men Ascribe To Mentorship In Identity Development And Professional Identity Formation, Kai Christian

JWU Dissertations & Theses

This descriptive-phenomenological study examined the role of mentorship in shaping identity. There is limited literature that examines mentorship as an identity-shaping process among Black queer men (BQM). Intersectional and Black queer theory provided the theoretical framework for thematic analysis.

Within the workplace, BQM must negotiate the effects of double marginalization resulting from racism and anti-queer biases. The effects of racism and anti-queer biases can lead to adverse psychological and physical health outcomes, negatively impacting the careers of Black and queer individuals. BQM benefit from support that addresses and acknowledges how their identity shapes their experiences. Mentorship can provide …

Ventilator Weaning Through Spontaneous Breathing Trials In Children With Tetralogy Of Fallot In The Picu: A Case Report, Megah Fitrian, Kadek Ayu Erika, Muhammad Yunus

Jurnal Keperawatan Indonesia

Tetralogy of Fallot (TOF) is a congenital heart defect that causes chronic low oxygen levels, increased right ventricular workload, and a higher risk of complications. Weaning mechanical ventilation in patients with TOF is particularly challenging due to right ventricular dysfunction, muscle weakness, and the risk of heart failure. This study evaluates the use of a spontaneous breathing trial (SBT) strategy with pressure support ventilation (PSV) mode for mechanical ventilation weaning in pediatric patients with TOF. An observational study was conducted on a six-year-old pediatric patient with TOF and a cerebral abscess who underwent mechanical ventilation weaning using the SBT technique …

The Role Of Health Workers In Interprofessional Collaboration For Cancer Patient Navigators: A Scoping Review, Agung Subakti Nuzulullail, Aulia Diah Rahayu, Rury Nindya Taluphyta, Ika Arif Lidiyana, Mohamad Rusdiyansyah, Petrus Paris Rumsori, Riyati Riyati, Suci Wahyu Hariyanto, Wa Ode Umi Kalsum, Sri Hartini

Jurnal Keperawatan Indonesia

Cancer remains a leading cause of death worldwide. The complexity of cancer care demands strong interprofessional collaboration (IPC), particularly within cancer patient navigator (CPN) programmes. However, research examining IPC in the context of CPN implementation is still limited. This scoping review aims to explore the various roles of healthcare workers in the IPC process within cancer navigator programme interventions. The review was conducted using four databases: PubMed, Clinical Key, EBSCOhost, and ScienceDirect. The Arksey and O'Malley framework was used to address the research question: “What is the role of health workers in interprofessional collaboration within cancer patient navigation?” Study selection …

Judicial Underreach: Tiktok Inc. V. Garland's Implications For National Security And Free Speech, Olivia Sharp

Richmond Journal of Law & Technology

This paper argues that the Supreme Court’s decision in TikTok Inc.v. Garland overlooked a critical opportunity to develop a robust First Amendment framework for evaluating national security threats in the context of modern digital speech. Although the Court upheld the TikTok bill under intermediate scrutiny and framed the legislation as a content-neutral regulation of foreign corporate ownership, it failed to meaningfully engage with the more profound and more complex national security concerns raised by continued foreign control over a central expressive platform. In doing so, the Court not only narrowed its conception of the government’s interest but also left the …

Richmond Electronic Monitoring: The City Sees You While You're Sleeping, Fakira D. Johnson

Richmond Journal of Law & Technology

The United States has increasingly recognized its reputation as a prison state, with widespread acknowledgment of its high incarceration rates. As of 2021, the United States imprisoned one out of every five prisoners in the world. Additionally, of its own population, the United States imprisoned one out of every one hundred people. In response to this notoriety, worsening prison overcrowding, and the heightened risks posed by the COVID-19 pandemic, all fifty states, the District of Columbia, and the federal government increased their utilization of alternative measures to traditional incarceration. As both an addition and an alternative to traditional incarceration, criminal …

Automatic Classification Of Orange Fruit Diseases Using Multilayer Deep Features And Traditional Machine Learning Classifiers, Maha A. Rajab, Faris Ali Jasim Shaban, Kadhim Mahdi Hashim

Mesopotamian Journal of Big Data

Citrus diseases are the main issue for agricultural productivity, which cause a reduction in yield and quality, thus causing economic loss; also, we see that traditional methods of diagnosis, which are very subjective and prone to error, and thus we need to suggest accurate automated detection systems. In this study, we present a hybrid model that integrates conventional machine learning with deep learning models. We used the Gray Level Co-occurrence Matrix (GLCM) for feature extraction, which is classified via machine learning algorithms like k-Nearest Neighbors (KNN), Decision Tree (DT), Linear Discriminant Analysis (LDA), and Random Forest (RF). At the same …

Joint Channel–Spatial Attention With Curriculum Learning For Robust Crowd Density Estimation, Heba M. El-Hoseny, Heba F. Elsepae, Ehab K. I. Hamad, El-Sayed M. El-Rabaie

Mesopotamian Journal of Big Data

Accurate crowd counting remains a major challenge in computer vision due to perspective distortion, background clutter, occlusion, and poor illumination, which degrade feature representation and limit model generalization. This study introduces a robust and well-structured approach that integrates hybrid attention mechanisms with curriculum learning to enhance accuracy and stability in complex crowd scenarios. Gamma correction and CLAHE preprocessing enhance image visibility, facilitating the reliable detection of small and distant individuals under challenging lighting conditions. A mixed attention mechanism further enhances feature discrimination by emphasizing crowd-relevant regions while suppressing background noise. In addition, curriculum learning, guided by scoring and pacing functions, …

Table Of Contents - Vol. 50, Winter 2026

Southern Illinois University Law Journal

No abstract provided.

When The Tail Wags The Dog: The Game Of Justice And The Elusive Quest For Due Process In The Middle East, Mohamed Arafa

Southern Illinois University Law Journal

Due process guarantees lie at the heart of any legitimate legal system, serving as a critical safeguard against arbitrary state power and as a foundation for the rule of law. Yet their meaning and implementation vary significantly across legal traditions and political contexts.

This article examines the scope and limitations of due process guarantees in the Middle East, focusing on Egypt and Saudi Arabia as illustrative case studies. While both jurisdictions formally recognize procedural protections within their constitutional and legal frameworks, the practical application of these guarantees often diverges from international standards.

The article analyzes core due process principles—such as …

Who Wins The Fight To Protect The Right Of Publicity Through § 512(C) Of The Dmca?, Dillon Ruzich

Southern Illinois University Law Journal

Misrepresenting a copyright infringement claim when sending a takedown request under 17 U.S.C. § 512(c) is currently the most effective way to protect against the unauthorized use of names, images, and likenesses, or the right of publicity, on the Internet. With the absence of meaningful federal protection, who wins the fight to protect the right of publicity online? This Note examines tolerating the misapplication of § 512(c) for the right of publicity, considers a congressional amendment to the Digital Millenium Copyright Act (DMCA), and then evaluates incorporation of the right of publicity into the proposed NO FAKES Act before recommending …

การปฏิรูปงานแก้ไขฟื้นฟูผู้กระทำผิด: การประเมินผลกระทบจากการแปรรูปรัฐวิสาหกิจแบบบางส่วนในงานคุมประพฤติของสหราชอาณาจักร (Transforming Rehabilitation: Evaluating The Impact Of Part-Privatisation In The Probation Services Of The United Kingdom), Suphat Phoophanichjaroenkul

Chulalongkorn University Law Journal

บทความนี้วิเคราะห์ผลลัพธ์ของนโยบาย “Transforming Rehabilitation” ซึ่งเป็นการปฏิรูปโครงสร้างงานคุมประพฤติในสหราชอาณาจักรโดยให้ภาคเอกชนเข้ามามีส่วนร่วมในการดำเนินงาน ภายใต้ความประสงค์ในการลดอัตราการกระทำผิดซ้ำ เพิ่มประสิทธิภาพในการปฏิบัติงาน และเสริมสร้างนวัตกรรมในการบริหารจัดการผู้กระทำผิด การปฏิรูปนี้ได้มอบหมายหน้าที่โดยให้บริษัทเอกชนที่เป็นผู้รับผิดชอบในการดูแลผู้กระทำผิดที่มีความเสี่ยงต่ำถึงปานกลางผ่านวิสาหกิจเพื่อการแก้ไขฟื้นฟูผู้กระทำผิดในชุมชน (Community Rehabilitation Companies) ในขณะที่หน่วยงานคุมประพฤติแห่งชาติ (National Probation Service) ยังคงรับผิดชอบผู้กระทำผิดที่มีความเสี่ยงสูง การประยุกต์ใช้เครื่องมือทางการเงิน เช่น “ค่าตอบแทนตามการให้บริการ” และ “การจ่ายเงินตามผลลัพธ์” ถูกนำมาใช้เพื่อดึงดูดการลงทุนจากภาคเอกชนและคาดหวังว่าจะเกิดนวัตกรรมด้านเทคโนโลยี จากการศึกษาพบว่าผลการดำเนินงานตามแผนปฏิรูปไม่เป็นไปตามเป้าหมายที่กำหนด ผู้ให้บริการเอกชนไม่สามารถจัดทำบริการเพื่อสนับสนุนการกลับคืนสู่สังคมได้อย่างเพียงพอ ส่งผลให้ผู้กระทำผิดที่ได้รับการแก้ไขฟื้นฟูไม่ได้รับความช่วยเหลือ การให้บริการงานคุมประพฤติขาดความคิดริเริ่มใหม่ และมาตรฐานงานและคุณภาพลดลง ซึ่งสาเหตุหลักเกิดจากการขาดการทดลองนำร่องที่เพียงพอก่อนการขยายผล รวมถึงข้อบกพร่องในกระบวนการประเมินความเสี่ยง ปัญหาทางการเงินทำให้วิสาหกิจเพื่อการแก้ไขฟื้นฟูผู้กระทำผิดในชุมชนหลายแห่งล้มละลาย ผลกระทบต่อเสถียรภาพของงานคุมประพฤติและความเชื่อมั่นของประชาชนที่ลดลง จนกลายเป็นปัจจัยให้แนวคิดการลงโทษได้รับความนิยม ขณะที่แนวทางการแก้ไขฟื้นฟูผู้กระทำผิดในชุมชนถูกลดบทบาทลง บทความเสนอแนวทางแก้ไขที่สำคัญ ได้แก่ การจำกัดบทบาทของภาคเอกชนให้เป็นเพียงผู้สนับสนุนงานคุมประพฤติ เสริมสร้างความแข็งแกร่งให้กับหน่วยงานคุมประพฤติแห่งชาติในฐานะผู้ให้บริการในการจัดทำงานคุมประพฤติ และการออกแบบเครื่องมือทางการเงินใหม่ที่สร้างแรงจูงใจและส่งเสริมการมีส่วนร่วมของภาคีเครือข่ายและภาคประชาชน นอกจากนี้ บทความยังเสนอแนะให้มีการนำร่องอย่างเป็นระบบเพื่อให้สามารถประเมินความเสี่ยงได้อย่างแม่นยำ และสร้างกลไกการกำกับดูแลที่มีประสิทธิภาพ เพื่อรักษาคุณภาพบริการและสร้างความเชื่อมั่นต่องานคุมประพฤติอย่างยั่งยืน

Breast Cancer-Derived Extracellular Vesicle Mir-425-5p (Mir-425) Promotes Brain Metastasis Via Activating Astrocytes Through The Novel Mir-425-Znf24-Ccl8 Signaling Axis, Grace L Wong, Munazza S Khan, Sara Manore, Shivani Bindal, Ravi Singh, Hui-Wen Lo

Faculty, Staff and Student Publications

Mechanisms underlying breast cancer brain metastasis (BCBM) are still not well understood. Here, we identified that BCBM patient serum contained extracellular vesicles (EVs) with high levels of microRNAs (miRNAs)-107 and -425. Levels of miR-107 and miR-425 were elevated in brain metastases, and the elevation was associated with poor patient prognoses. Ectopic expression of miR-107 and miR-425 promoted mammospheres; however, the inhibition of miR-425, but not miR-107, suppressed breast cancer mammosphere formation. We further observed that EVs from miR-425-overexpressing breast cancer cells strongly activated astrocytes whereas their inhibitors abrogated the effect. Conditioned media from miR-425-activated astrocytes promoted mammospheres. To elucidate how …

Prevalence Of Fall Among Elderly In Rural Sabah And Its Associated Factors, Khalid Mokti, Mohd. Yusof Ibrahim, Syed Sharizman Abd Rahim, Mohammad Saffree Jeffree, Mazlinda Musa, Mohd. Rohaizat Hassan, Yugo Shobugawa, Muhammad Aklil Abd Rahim, Ahmad Faizal Roslan, Mervynn Koon Kar-Wai

Jurnal Keperawatan Indonesia

Falls are a leading cause of injury among older adults, often resulting in significant physical, psychological, and social consequences. This study aims to determine the factors that contribute significantly to fall risks among the older adults in rural Sabah. A cross-sectional community study was conducted in the Kudat Division, Sabah, Malaysia from January to June 2021. Using multistage random sampling, 700 adults aged ≥60 years were recruited, excluding those with severe disability, mental illness, or institutionalized. Data were collected through face-to-face interviews with a structured questionnaire adapted from the validated Japanese Gerontological Evaluation Study (JAGES) tool, and anthropometric measures were …

The Effectiveness Of Psychoeducation And Mind Mapping In Preventing Early Marriages In Central Java, Indonesia, Eviyati Aini Muriana, Mardiyono Mardiyono, Lanny Sunarjo, Melyana Nurul Widyawati

Jurnal Keperawatan Indonesia

During the COVID-19 pandemic, the number of early marriages increased. Early marriage causes biological and psychological problems in the mother and her baby. The combination of psychoeducation and mind mapping emerged as a preventive effort against early marriage. The aim of this study was to analyze the effectiveness of this combination in preventing early marriage in Central Java, Indonesia by influencing adolescents’ knowledge and intentions. This study was conducted using a convergent mixed-methods design. For the quantitative phase, the pre-test – post-test control group experimental design was used, while in the qualitative phase, a thematic analysis was performed using focus …

‘Greening’ Comparative Literature: Human And More-Than-Human World In Zacharias Papantoniou The High Mountains And Roderick O’Grady’S Bigfoot Mountain, Nikoleta Zampaki

Mabini Review

The aim of this article is to explore the symbiotic relationship between human and more-than-human world through a series of descriptions and representations found in the Modern Greek prose titled The High Mountains [Ta Psila Vouna in Modern Greek] of Zacharias Papantoniou, and the Bigfoot Mountain of Roderick O’ Grady, focusing particularly on how humans and nonhumans evolve, live together and communicate. Both authors describe the natural world extensively, focusing on the childish perception and emotions in nature through the beauty and ‘purity’ of mountain life that is full of indigenous practices, myths and legends of the past. Through the …

Sun-Tzuian Critique Of The Russian Strategy In Its War Against Ukraine, Eduard Vicuna

Mabini Review

This study examines the effectiveness of Russian military strategy in the Ukraine war through the lens of Sun-Tzu’s strategic philosophy. Grounded in Sun-Tzu’s principles of warfare, the study evaluates Russian strategy using five key elements: Leader Values, People’s Belief, Mitigation, Environment, and Information. Employing a qualitative methodology, the research analyzes military decisions and tactics based on these strategic dimensions. Findings indicate that while Russia initially relied on deception and overwhelming force, its failure to achieve a swift victory stemmed from flawed planning, underestimated Ukrainian resistance, and logistical challenges. The study highlights the critical role of intelligence, adaptability, and psychological warfare, …

Pagtatahip: Doing Filipino Philosophy, Bernard Bragas

Mabini Review

This paper explains that the way Filipinos were molded cause paradoxes and ambiguities in the way we philosophize. It is then necessary to do pagtatahip (to winnow, as a way of nuancing) for a Filipino Philosophy. This is evident in the philosophical elucidation in the concept of loob by Fr. Alejo In this kind of nuancing, it is evident that Filipino concepts are not outrightly contradictory and not just deliberate acceptance of contradictories. The concept winnowed allows constructing a liberating Philosophy appropriate for a Filipino Philosophy.

Teksto Ni Danton Remoto Bilang Kontra-Diskurso Laban Sa Homopobikong Kamalayan, Marielle Clave Gidalanga

Mabini Review

Danton Remoto is known as one of the prominent writers who greatly contributed to Philippine gay literature. His texts may be considered as effective instruments for challenging and dismantling repressive homophobic consciousness that has been deeply rooted in our culture and society. Thus, selected texts by Remoto were examined as gay literature and as counter-discourse that presents metanarratives vis-à-vis the condemnation of prevailing homophobic consciousness in the Philippines. Using thematic and close reading approach in 16 selected essays from his three collections – Buhay Bading (2004), Rampa: Mga Sanaysay (2008) and Bright, Catholic, and – Gay (2011), four counter-discursive strategies …

Limit Of Labels: Examining The ‘Masc’ And ‘Femme’ Labels In Wlw Relationships Through Judith Butler’S Theory Of Performativityauthors, Nikky Garo

Mabini Review

Judith Butler’s theory of performativity emphasizes the idea that gender is constructed through a series of repeated acts. Within this framework, labels such as ‘masc’ and ‘femme’ can play a role in shaping gender identity and expression, especially in womenloving- women (WLW) relationships. Even though queerness is famously understood as a space for challenging gender norms, and WLW relationships to that extension should be a site for gender fluidity, the use of these labels in WLW relationships can reinforce patriarchal structures by replicating binary gender expressions. The act of labeling oneself or one’s partner as ‘masc’ or ‘femme’ is evidence …

Self-Surrendering Love: Initial Musings On Karuna And Caritas, Wesley Kim Soguilon

Mabini Review

he paper explores and exposes the connections between the Buddhist virtue Karuna and the Christian virtue Caritas. Employing a text-based analysis approach, the paper argues that both Karuna and Caritas have intersections, though their origins and inherent development in each religious tradition differ. After the exploration and exposition, it is found out that both virtues may be considered expressions of self-surrendering love whereby a faithful person sets aside oneself for the greater or common good, much more the good of the other. This is exemplified by the Bodhisattvas and the Saints, two interesting religious figures in Buddhism and Christianity, respectively.

Anatomiya Ng Recto University: Ang Pagsasaespasyo Ng Produksyong Paggawa Sa Industriya Ng Document Forgery, Mary Joy Parajas

Mabini Review

This paper examines the anatomy of the so-called “Recto University,” the informal and illegal industry of document forgery thriving along Recto Avenue in Manila. Using Henri Lefebvre’s Production of Space and his Spatial Triad spatial practice, conceived space, and lived space—the study analyzes how this space is produced, utilized, and imbued with meaning. It describes the dynamic operations among runners, masters, operators, clients, and even government actors to reveal the tensions between formal and informal, legal and illegal spaces. The paper further illustrates how Recto University emerges as a mechanism for survival amid limited economic opportunities and within a system …

Bodies Will Be Bodies?: A Case For Legitimate Body Objectiveness, Renz Villacampa

Mabini Review

Confined in spatiotemporal structures and relations, the body is caught in the linearity of economic production and the rigidity of ideological imperatives. In this setup, the objectiveness of the body is suspected of putting a person to a limit. This further interrogates and accuses the body of facilitating its own objectification. Here, I challenged prominent objections to the objectiveness of the body, particularly those coming from Marcel and the early/material feminist traditions. I then put forward a case in which the active-operative instrumentalization of the body is legitimized sans discounting the body as an addendum or mere physical extension. Further, …

Agustin Martin Rodriguez. Mula Bayang Sawi Hanggang Lupang Hinirang: Ang Pag-Uunawa Ng Pilipino Sa Pilipinas, Nathanael Navarro

Mabini Review

In Agustin Martin Rodrguez's book entitled "Mula Bayang Sawi Hanggang lupang Hinirang: Ang Pag-uunawa ng Pilipino sa Pilipinas," he continued his philosophical project that discusses the different rationalities in a society. However, in this book, Rodriguez's enrichment of the discourse regarding the inequitable and unequal enjoyment of development took on a more historical bent. Drawing from different periods in Philippine history, Rodriguez demonstrated how the pursuit of freedom and justice is not just an abstract issue, but are concepts that permeate many dimensions of the Filipinos and the hardships and oppressions they endure. Although the lack of philosophical analysis in …

Learning Spaces, Others And Self: The “I—Learning” Experience Of Philosophy Students In Achieving Learning Competencies In A Pandemic, Mark Gatus

Mabini Review

Academic programs set learning competencies as essential standards to ensure that students acquire the necessary knowledge, skills, and values. The Commission on Higher Education (CHED) prescribed the competencies for the AB Philosophy Program through CMO No. 26 s. 2017, which includes the ability to demonstrate critical and logical thinking, construct cogent arguments, engage analytically and interpretively with philosophical texts, develop research and academic writing skills, apply philosophical theories to concrete situations, and critically evaluate the essence of philosophical learning in relation to the True, the Good, and the Just. However, the teaching-learning process was disrupted during the COVID-19 pandemic, raising …

Wikang Filipino At Ang Diskurso Ng Kasarian: Ang Misgendering Kay Jude Bacalso Bilang Salamin Ng Panlipunang Pananaw, Ignatius Vinzons

Mabini Review

The absence of grammatical gender in Filipino pronouns and some nouns has led some to claim that the Filipino language is gender neutral. However, cases of misgendering are undeniably present in our society. If the Filipino language is truly gender-neutral, how does misgendering occur in our context? This paper discusses the concept of misgendering, examines some of its examples in the Philippine context, and revisits literature on the supposed gender-neutrality of the Filipino language. It then analyzes the case of Jude Bacalso, a transgender woman who became a topic of public discourse on social media in July 2024 due to …

The Roles Of The Human Resources Management Director And Their Impact On Entrepreneurial Training:An Analytical Study At The Ministry Of Labor And Social Affairs, Ali Abd Al-Salam Abd Al-Daem

Muthanna Journal of Administrative and Economics Sciences

The research problem lies in the weak level of entrepreneurial training in Iraqi ministries despite the importance of the strategic roles of human resources management. The research gap is represented by the scarcity of empirical studies that measure the relative impact of the roles of the HR manager (according to Ulrich’s model) in activating entrepreneurial training within the Iraqi public sector environment. Accordingly, this study aims to analyze the relationship between the roles of the Human Resources Management Director—as a strategic partner, administrative expert, developmental supporter, and change agent—and their impact on activating entrepreneurial training at the Ministry of Labor …