Digital Commons Network^™

The Influence Of Family Literacy Playgroups On Early Childhood Development And Parent Efficacy In Hispanic Families: A Qualitative Phenomenological Case Study, Karen R. Loper

Graduate Theses, Dissertations, and Capstones

This qualitative phenomenological case study is focused on the engagement of Hispanic children between 18 and 36 months of age and their parents in a family literacy program. Participation in a family literacy program was associated with changes in the cognitive, social, and emotional development of children, as well as the self-efficacy of their parents in parenting skills. Grounded in the social theories of Vygotsky, Bandura, and Bronfenbrenner, this study relates the importance of language acquisition, literacy skills, and self-efficacy to a community setting where conversation is encouraged and reading engagement is modeled. The Hispanic population is underrepresented in the …

Knowledge And Practice Of Undergraduate Medical Students Regarding Self-Medication: A Cross-Sectional Survey In Baghdad, Iraq, Samer Shukur Mohammed, Wael Waleed Mustafa

Iraqi National Journal of Medicine

Background: The global trend of self-medication is rising, making it a priority to investigate associated risks that could lead to life-threatening complications. Aim: To assess self-medication practices among undergraduate medical students and evaluate their knowledge and the factors influencing their use of self-medication Methods: A cross-sectional questionnaire-based study was conducted among 234 medical students from various medical colleges in Baghdad between November 2023 and March 2024. Participants were selected randomly. Data were collected and analyzed using SPSS version 23. The chi-square significance test was performed, and P-values ≤ 0.05 were considered statistically significant. Results: The study found that 72% of …

Mothers’ Plan To Protect Their Children From Covid-19 And Other Viral Illnesses, Miami Kadhum Yossif, Rehab Abdulwehab Jaafer

Iraqi National Journal of Medicine

Background: Mothers play a critical role in safeguarding the health and well-being of their children—a vulnerable population—particularly during outbreaks of infectious diseases. Aim: This study investigated the strategies employed by mothers to protect their children from COVID-19 and other viral illnesses. Methods: A cross-sectional study was conducted at the outpatient pediatric clinics of Basra Maternity and Children Hospital and Almawani Teaching Hospital, 118 mothers were enrolled from diverse backgrounds. Data was collected through structured interviews and a standardized questionnaire designed to assess maternal practices, attitudes, and experiences concerning the protection of their children. The key areas explored included hygiene practices, …

Self-Reported Post-Covid-19 Vaccine Signs, Symptoms Among Vaccinated Medical Staff: Types, Severity, And Associated Factors, Ali Khalid Saeed, Yousif Abdul Raheem

Iraqi National Journal of Medicine

Background: Vaccines against severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection vary in mechanisms, side effects, and effectiveness. Health care professionals have shown high vaccine coverage rates. Aim: This study aims to assess the prevalence of self-reported clinical signs and symptoms of COVID-19 infection among health care professionals in Iraq and determine the type and severity of COVID-19 vaccine-related symptoms. Methods: A cross-sectional survey was conducted from January 1st to July 1st, 2023, using an online questionnaire disseminated through social media platforms. Results: Among 770 participants, common symptoms included body aches (36.9%), malaise (34%), headache (22%), and fever (20%), with chest …

Research Integrity Risk Index (Ri²) And Iraqi Universities, Dhurgham A. Abdulwahid

Iraqi National Journal of Medicine

No abstract provided.

Technology Roadmap Of Micro/Nanorobots, Xiaohui Ju, Chuanrui Chen, Cagatay M Oral, Semih Sevim, Ramin Golestanian, Mengmeng Sun, Negin Bouzari, Xiankun Lin, Mario Urso, Jong Seok Nam, Yujang Cho, Xia Peng, Fabian C Landers, Shihao Yang, Azin Adibi, Nahid Taz, Raphael Wittkowski, Daniel Ahmed, Wei Wang, Veronika Magdanz, Mariana Medina-Sánchez, Maria Guix, Naimat Bari, Bahareh Behkam, Raymond Kapral, Yaxin Huang, Jinyao Tang, Ben Wang, Konstantin Morozov, Alexander Leshansky, Sarmad Ahmad Abbasi, Hongsoo Choi, Subhadip Ghosh, Bárbara Borges Fernandes, Giuseppe Battaglia, Peer Fischer, Ambarish Ghosh, Beatriz Jurado Sánchez, Alberto Escarpa, Quentin Martinet, Jérémie Palacci, Eric Lauga, Jeffrey Moran, Miguel A Ramos-Docampo, Brigitte Städler, Ramón Santiago Herrera Restrepo, Gilad Yossifon, James D Nicholas, Jordi Ignés-Mullol, Josep Puigmartí-Luis, Yutong Liu, Lauren D Zarzar, C Wyatt Shields, Longqiu Li, Shanshan Li, Xing Ma, David H Gracias, Orlin Velev, Samuel Sánchez, Maria Jose Esplandiu, Juliane Simmchen, Antonio Lobosco, Sarthak Misra, Zhiguang Wu, Jinxing Li, Alexander Kuhn, Amir Nourhani, Tijana Maric, Ze Xiong, Amirreza Aghakhani, Yongfeng Mei, Yingfeng Tu, Fei Peng, Eric Diller, Mahmut Selman Sakar, Ayusman Sen, Junhui Law, Yu Sun, Abdon Pena-Francesch, Katherine Villa, Huaizhi Li, Donglei Emma Fan, Kang Liang, Tony Jun Huang, Xiang-Zhong Chen, Songsong Tang, Xueji Zhang, Jizhai Cui, Hong Wang, Wei Gao, Vineeth Kumar Bandari, Oliver G Schmidt, Xianghua Wu, Jianguo Guan, Metin Sitti, Bradley J Nelson, Salvador Pané, Li Zhang, Hamed Shahsavan, Qiang He, Il-Doo Kim, Joseph Wang, Martin Pumera

Faculty, Staff and Student Publications

Inspired by Richard Feynman’s 1959 lecture and the 1966 film Fantastic Voyage, the field of micro/nanorobots has evolved from science fiction to reality, with significant advancements in biomedical and environmental applications. Despite the rapid progress, the deployment of functional micro/nanorobots remains limited. This review of the technology roadmap identifies key challenges hindering their widespread use, focusing on propulsion mechanisms, fundamental theoretical aspects, collective behavior, material design, and embodied intelligence. We explore the current state of micro/nanorobot technology, with an emphasis on applications in biomedicine, environmental remediation, analytical sensing, and other industrial technological aspects. Additionally, we analyze issues related to …

The Integrated Stress Response Pathway Coordinates Translational Control Of Multiple Immune Checkpoints In Lung Cancer, Shayna Thomas-Jardin, Shruthy Suresh, Ariana Arce, Nicole Novaresi, Qing Deng, Emily Stein, Lisa Thomas, Cheryl Lewis, Chul Ahn, Bret M Evers, Esra A Akbay, Maria E Salvatierra, Wei Lu, Khaja Khan, Luisa M Solis Soto, Ignacio I Wistuba, John D Minna, Kathryn A O'Donnell

Faculty, Staff and Student Publications

The integrated stress response (ISR) is an adaptive pathway hijacked by cancer cells to survive cellular stresses in the tumor microenvironment. ISR activation potently induces PD-L1, leading to suppression of antitumor immunity. In this study, we sought to uncover additional immune checkpoint proteins regulated by the ISR to elucidate mechanisms of tumor immune escape. The ISR coordinately induced cluster of differentiation 155 (CD155) and PD-L1, enhancing translation of both immune checkpoint proteins through bypass of inhibitory upstream open reading frames in their 5' untranslated regions. Analysis of primary human lung tumors identified a significant correlation between expression of PD-L1 and …

Antitumor Efficacy Of Intermittent Low-Dose Erlotinib Plus Sulindac Via Mhc Upregulation And Remodeling Of The Immune Cell Niche, Chakrapani Tripathi, Jorge E Tovar Perez, Sabeeta Kapoor, Ahmed Muhsin, Wan Mohaiza Dashwood, Yunus Demirhan, Melek Demirhan, Alessandro Shapiro, Altaf Mohammed, Shizuko Sei, Jacklyn Thompson, Mahira Zaheer, Krishna M Sinha, Powel H Brown, Michelle I Savage, Eduardo Vilar, Praveen Rajendran, Roderick H Dashwood

Faculty, Staff and Student Publications

A previously reported clinical trial in familial adenomatous polyposis (FAP) patients treated with erlotinib plus sulindac (ERL + SUL) highlighted immune response/interferon-γ signaling as a key pathway. In this study, we combine intermittent low-dose ERL ± SUL treatment in the polyposis in rat colon (Pirc) model with mechanistic studies on tumor-associated immune modulation. At clinically relevant doses, short-term (16 weeks) and long-term (46 weeks) ERL ± SUL administration results in near-complete tumor suppression in Pirc colon and duodenum (p < 0.0001). We identify a low-dose threshold for significant antitumor activity in Pirc rats given SUL at 125 ppm in the diet plus ERL at 5 mg/kg body weight via twice-weekly oral gavage (SUL125 + ERL5 × 2). Longitudinal analyses show diminished expression of MHC class I and II genes in polyps larger than Grade 5, a novel finding in the Pirc model. Treatment with ERL ± SUL upregulates the corresponding MHC and immune-associated factors in a subset of Pirc colon polyps, Pirc tumor cell lines, murine colon carcinoma cells, and FAP patient-derived organoids, with Nlrc5 playing a critical role in this effect. Imaging mass cytometry reveals that SUL125 + ERL5 × 2 increases tumor-associated Cd4+ T cells by ~2.6-fold (p < 0.05), with no apparent effect on Cd8+ T cells. The treatment also increases tumor-associated Cd68+ cells (p < 0.05) and decreases Foxp3+ (p < 0.01) and Arg1+ (p < 0.05) cells. Thus, intermittent low-dose ERL + SUL treatment enhances tumor-associated MHC expression and remodels the immune cell niche toward a more permissive "helper" immune microenvironment. We conclude that early immune-interception strategies targeting interferon-γ signaling may benefit FAP patients at drug doses below the clinical standard of care.

What Can We Learn From The High School Math Reform Efforts In California, Georgia, And Oregon? A Policy Analysis, Yanira Vazquez

Teacher Education, Educational Leadership & Policy ETDs

Using publicly available data sources, this policy analysis examined how three states—California, Georgia, and Oregon—approached high school mathematics reforms to address questions regarding what prompted these states to revise their high school math standards and course pathways; how their approaches to reform were similar or different; and what other states could learn from their methods.

Individual state cases were developed, focusing on content standards, course pathways, and graduation requirements. A cross-case study was created to compare reforms from the three states.

While all states aimed to reform high school mathematics to address equity issues and offer options aligned with students’ …

Fgfr3-Induced Y158 Parp1 Phosphorylation Promotes Parp Inhibitor Resistance Via Brg1/Mre11-Mediated Dna Repair In Breast Cancer Models, Mei-Kuang Chen, Hirohito Yamaguchi, Yuan Gao, Weiya Xia, Jeffrey T Chang, Yu-Chun Hsiao, Tewodros W Shegute, Zong-Shin Lin, Chen-Shiou Wu, Yu-Han Wang, Jennifer K Litton, Qingqing Ding, Yongkun Wei, Yu-Yi Chu, Funda Meric-Bernstam, Helen Piwnica-Worms, Banu Arun, Jordi Rodon Ahnert, Jinsong Liu, Jun Yao, Wei-Chao Chang, Hung-Ling Wang, Coya Tapia, Constance T Albarracin, Khandan Keyomarsi, Shao-Chun Wang, Ying-Nai Wang, Gabriel N Hortobagyi, Chunru Lin, Liuqing Yang, Dihua Yu, Mien-Chie Hung

Faculty, Staff and Student Publications

Poly(ADP-ribose) polymerase (PARP) inhibitors (PARPis) are used to treat BRCA-mutated (BRCAm) cancer patients; however, resistance has been observed. Therefore, biomarkers to indicate PARPi resistance and combination therapy to overcome that are urgently needed. We identified a high prevalence of activated FGF receptor 3 (FGFR3) in BRCAm triple-negative breast cancer (TNBC) cells with intrinsic and acquired PARPi resistance. FGFR3 phosphorylated PARP1 at tyrosine 158 (Y158) to recruit BRG1 and prolong chromatin-loaded MRE11, thus promoting homologous recombination (HR) to enhance PARPi resistance. FGFR inhibition prolonged PARP trapping and synergized with PARPi in vitro and in vivo. High-level PARP1 Y158 phosphorylation (p-Y158) positively …

Medpix®: Database Of Medical Images, Teaching Cases, And Clinical Topics, Alex Henigman, Brandon Kennedy

Library Staff Publications

MedPix is a free, open-access, online database developed by the National Library of Medicine that houses a vast collection of over 59,000 medical images, 12,000 patient cases, and 9,000 clinical topics. Designed to support both teaching and self-directed learning, the platform serves a diverse audience including physicians, medical students, educators, and researchers. MedPix offers robust search capabilities as well as case-based learning tools that support Continuing Medical Education.

Integrating Artificial Intelligence And Machine Learning Technologies Into Common Operating Picture And Course Of Action Development, C. Anthony Pfaff, Christopher John Hickey

Books, Monographs & Collaborative Studies

C. Anthony Pfaff and Christopher John Hickey, Principal Investigators

©2025 C. Anthony Pfaff. All rights reserved.

Integrating Artificial Intelligence and Machine Learning Technologies into Common Operating Picture and Course of Action Development explores the potential of artificial intelligence (AI) and machine learning to revolutionize military planning processes by enhancing situational awareness and expediting course of action development within the Joint planning process. The study delves into technical, organizational, and resource considerations that are critical for AI integration. In addition, the study highlights the importance of clean, structured data in training AI systems, addresses challenges in data collection across varying formats …

Music Prep Programs Offer Private Lessons For Young Musicians, Julia Perez

Press Releases 2020-2029

No abstract provided.

Exploring The Impact Of The Emergency Department Built Environment On Physician Workplace Stress: A Qualitative Study Utilizing High-Fidelity Virtual Reality, J Matthew Fields, Alan Price, Billie Faircloth, Eden Blas, Marah Sakkal, Sabrina Naumovski, Robert Ries, Callum Hamilton, Kit Elsworth, Morgan Hutchinson, Bon Ku, Christopher Connock, Jennifer Kahoud

Department of Emergency Medicine Faculty Papers

OBJECTIVES: Physician burnout in emergency medicine has serious consequences. An underrecognized stressor for physicians may be the emergency department (ED) environment itself. EDs can be noisy and chaotic, lack natural light, and have challenging layouts that create patient care and safety concerns. This study examines the relationship between the ED-built environment and physician workplace stress.

METHODS: A qualitative study of ED-attending physicians from a level I trauma center ED in Philadelphia was conducted. Participants underwent a semistructured interview followed by a walkthrough of a high-fidelity virtual reality (VR) simulation of the participant's ED. In the VR simulation, they rated the …

Role Of Lipoprotein(A) In Atherosclerotic Cardiovascular Disease In South Asian Individuals, Darshan Patel, Marlys L Koschinsky, Anandita Agarwala, Pradeep Natarajan, Harpreet S Bhatia, Anurag Mehta, Jaideep Patel, Matthew Peters, Shreya Pandya, Usman Sagheer, Raman Puri, Salim S Virani, Dinesh K Kalra

Faculty, Staff and Students Publications

South Asian individuals (SA), representing approximately one quarter of the global population, experience a disproportionately high burden of cardiovascular disease. Some of this increased susceptibility is accounted for by traditional risk factors such as diabetes, hypertension, carbohydrate-rich diets, and rising rates of obesity and metabolic syndrome. However, other previously underappreciated risk factors may also play a crucial role. These include environmental pollution, genetic factors, and Lp(a) (lipoprotein(a)). Various epidemiological and genetic studies support the role of Lp(a) as a causal and independent risk factor for atherosclerotic cardiovascular disease. SA have a higher prevalence of elevated Lp(a) levels (25% have levels …

Targeting Triple-Negative Breast Cancer With Momordicine-I For Therapeutic Gain In Preclinical Models, Kousik Kesh, Ellen T Tran, Ruchi A Patel, Cynthia X Ma, Ratna B Ray

2020-Current year OA Pubs

No abstract provided.

The Ethics Of Mass Communication

Communication Research Trends

Recent years have seen an unprecedented uncertainty and debate over the ethics of mass media. James Thomson, curator of Nieman fellowships for journalists at Harvard University, detects in experienced journalists increasing doubt - even cynicism - regarding the morality of many accepted media practices. John Birt, associated with ITV in London, notes much more questioning of the morality of television programming in Britain.

One might expect the churches to help in clarifying issues of media ethics. The Catholic Church, for example, has a strong tradition of philosophical analysis of ethical problems. Yet, surprisingly, except in Spain, one finds little involvement …

The New International Information Order

Communication Research Trends

In the Nineteenth Century the lines of international communication tended to follow the paths of the NorthAtlantic empires. The cartel of European and American news agencies divided up the world according to the political and economic spheres of influence of the day. Reuters in London took the British Empire; Havas in Paris, the Latin world and French-speaking dependencies; Wolff in Berlin, the Scandinavian countries and Eastern Europe; the American Associated Press and United Press followed U.S. expansion. Just as roads held together the Roman Empire, so transoceanic cables, radio frequencies and satellites have been the lifelines of modern empires.

After …

Bias In The News

Communication Research Trends

Over the past 100 to 150 years, print and now broadcast news have built an image as the vital support of democratic public decision-making. Journalists have presented themselves as the watchdog of government, a Fourth Estate. The ideals of freedom of the press and objectivity of news are revered as sacred institutions.

Current research on newsmaking is questioning profoundly the validity of these claims. Some researchers conclude that the snippets ofinformation in the evening news cover over deeper issues and only create an illusion of being informed. TV news is increasingly designed as entertainment, little different &om the soaps that …

Broadcasting Policy And Media Reform

Communication Research Trends

In some nations broadcasting evolves steadily and organically into a system that serves the information and leisure needs of an ever broader range of social groups. The media stimulate a widespread, critical and informed debate on national issues. In other countries broadcasting tends to become the preserve of powerful minority interests, and all information is slanted, often subtly, to serve the power strategies of these interests. Wave after wave of public "media reform" protest crashes against these privileged minorities, hut the established controls remain virtually intact. What has communication research to say to this problem?

Intelligence Reform At 20: How Joint Military Intelligence Lost Its Groove And How To Get It Back, Laura J. Coco-Hampton, Karalee G. Picard

Joint Force Quarterly

On the 20-year anniversary of the Intelligence Reform and Terrorist Prevention Act (IRTPA), two DIA officers examine the impact of analytic tradecraft reforms and the over-emphasis on intelligence analyst skills over intelligence product outputs, particularly to the Joint Force. As a result, a large number of intelligence analysts no longer speak the same language as the Joint Force, instead adhering exclusively to analytic tradecraft and processes developed independent from joint doctrine warfighter support requirements. This paper aims to identify and outline structural reasons behind key gaps in intelligence analytic support to the Joint Force and also to recommend changes to …

Human, Machine, War: How The Mind-Tech Nexus Will Win Future Wars, Frank Hoffman

Joint Force Quarterly

In his review of Human, Machine, War, Frank Hoffman explores a timely and thought-provoking anthology that examines how the fusion of human cognition and advanced technologies will define success in future warfare. Edited by Nicholas Wright, Michael Miklaucic, and Todd Veazie, the book argues that winning tomorrow’s conflicts hinges not just on technological superiority, but on mastering the interplay between human factors and emerging capabilities like AI, neuroscience, and cognitive enhancement. Featuring insights from leading defense thinkers, including retired Lieutenant General Jack Shanahan and defense neuroscientist James Giordano, the volume delves into the ethical, operational, and strategic dimensions of …

The Long Pivot: The Development Of The Joint Warfighting Concept, Wilson C. Blythe Jr.

Joint Force Quarterly

Military strategy evolves in response to global threats and technological advancements. This article examines the development of the Joint Warfighting Concept, a pivotal shift in U.S. military thinking towards confronting peer adversaries. The concept emerged from a process of reorienting the Department of Defense away from counterinsurgency operations and towards potential conflicts with modernized Russian and Chinese forces. Initially hindered by a lack of urgency, efforts to address this strategic shift gained momentum through initiatives like the Third Offset Strategy and subsequent national security documents. The Joint Warfighting Concept provides a unified vision for future warfare, guiding force modernization and …

Revive: Getting Medical Supplies And Expertise Right In Distributed Maritime Operations, Seth Reini, Jonathan J. Haase

Joint Force Quarterly

In recent conflicts, military medical providers have set impressive records for battlefield care, setting a “golden hour” precedent. In a conflict with the People's Republic of China, however, the “golden hour” aspiration will be severely challenged if not untenable. Here, the paradigm will be Distributed Maritime Operations, air superiority will be challenged, and vast distances exist between treatment locations. With patients potentially being held for hours or days, updated medical treatment strategies, logistics methodologies, and transport capabilities will be necessary. This paper focuses on leveraging Military Sealift Command platforms for multi-mission usage by transporting medical supplies to Navy ships in …

Increasing Operational Access: A Strategy For The Western Pacific, Shaun F. Callahan

Joint Force Quarterly

This article presents a comprehensive argument for why the United States must enhance its military and strategic mobility in the Western Pacific to counter the People’s Republic of China’s (PRC) growing regional assertiveness. The article contends that maintaining a Free and Open Indo-Pacific requires a whole-of-government approach to operational access, blending diplomatic outreach, economic engagement, strategic communication, and military posture. Current U.S. basing and access agreements, rooted in Cold War dynamics, no longer suffice for effective power projection in today’s contested environment. To enable integrated deterrence and flexible crisis response, the United States must expand distributed access points, deepen partnerships, …

Building Strategic Lethality: Special Operations Models For Joint Force Learning And Leader Development, Spencer B. Meredith Iii

Joint Force Quarterly

This article examines how U.S. Joint Special Operations Forces (SOF), particularly through SAG-U and CJSOTF-10, have rapidly adapted to support Ukraine amid Russia’s full-scale invasion, offering a model for future joint force innovation. SAG-U emerged as a key logistics and coordination hub, integrating NATO and interagency partners to manage complex, high-stakes supply chains. Meanwhile, CJSOTF-10 and its subordinate SOTF-10.1 shifted from traditional training and advising roles to rapid tactical adaptation, virtual assistance, and technological integration to meet evolving battlefield demands. The creation of the Remote Advise and Assist Cell (RAAC) illustrates how remote support and real-time data can bridge operational …

Rightsizing The Pla Air Force: Revisiting An Analytic Framework, Lauren Edson, Phillip C. Saunders

Joint Force Quarterly

This article evaluates the modernization of the People’s Liberation Army Air Force (PLAAF) from 2007 to 2025 using the Saunders-Quam framework, which identifies four core trade-offs: changes in roles and missions, domestic versus foreign procurement, high-tech versus low-tech systems, and combat versus support aircraft. While the framework remains a useful analytical tool, it underestimated the Chinese Communist Party’s willingness to fund expensive modernization efforts and the rapid advancements in China’s defense industrial base. The article identifies key factors missing from the original framework such as doctrinal shifts, increased emphasis on counterintervention, maritime expansion, and the rise of unmanned systems. It …

Joint Force Quarterly, Issue 118, 3rd Quarter 2025, National Defense University Press

Joint Force Quarterly

This issue of Joint Force Quarterly addresses key strategic, operational, and doctrinal questions shaping the future of the joint force. Articles examine mobilization as a strategic imperative, PLA Air Force modernization, Southeast Asia’s geographic role in U.S. defense strategy, and leader development for strategic lethality. Contributions also explore AI’s role in detecting deepfakes, the civil-military relationship, and innovations in military logistics and cyber force design. A retrospective on the Joint Warfighting Concept and critical reviews of recent defense literature provide context and continuity. Collectively, these pieces offer insight into how the joint force must evolve to meet emerging challenges.

Artificial Intelligence Assisted Disaster Preparation And Response, Mel Bass, Daniel V. Klein

Defensive Publications Series

During natural disasters, entire regions of communication networks can be disabled quickly. Impacted areas can be struck again shortly thereafter. Wildfires, blizzards, floods, and earthquakes present unique preparation and response challenges. A rapidly changing emergency event makes it difficult to communicate, provide accurate and timely status updates, triage responses, etc. This disclosure describes artificial intelligence (AI) techniques that aid in disaster preparation and response. Implemented with specific user permission and on devices that are configured in emergency mode, the techniques can enable tracking of people displaced by disasters and keeping families up-to-date with the status of their loved ones. The …

On-Product And On-Advertisement Encoding For Visual Product Identification, Tal Cohen, Praveen Krishnakumar

Defensive Publications Series

This disclosure describes a method for on-product and on-advertisement encoding for visual product identification. Visual search technologies can have difficulty distinguishing between product models that are highly similar or visually identical, which may lead to incorrect identifications and a suboptimal user experience. The described method involves embedding a unique product identifier, like a Global Trade Item Number (GTIN), onto a physical product or into its advertisements through an invisible watermark. This watermark is composed of subtle, algorithmically detectable variations in color or pattern that are imperceptible to the human eye, such as stripes of nearly identical shades on a fabric. …