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Articles 12631 - 12660 of 791942
Full-Text Articles in Entire DC Network
Investigating Oct3-Mediated Buprenorphine Transport As A Mechanism For Salivary Accumulation And Oral Toxicity, Laasya Vemparala, Veda Pesala, Sydni Gunpath, Mehtab Singh
Investigating Oct3-Mediated Buprenorphine Transport As A Mechanism For Salivary Accumulation And Oral Toxicity, Laasya Vemparala, Veda Pesala, Sydni Gunpath, Mehtab Singh
Undergraduate Student Symposium
In this study we prepared a 3D printed model to better understand OCT3-mediated buprenorphine transport. Buprenorphine is a high affinity partial agonist at the mu-opioid receptor (μ-OR) and main component of Suboxone. It has a unique pharmacological profile that makes it effective for treating both pain and opioid use disorder (OUD) but has been linked to oral health issues such as dry-mouth and tooth decay. The exceptionally tight binding of suboxone to μ-OR allows for sustained receptor occupancy and reduced opioid misuse potential by patients. Recent evidence suggests that the Organic Cation Transporter 3 (OCT3), a membrane transporter expressed in …
Comparative Evaluation Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment In Global Stem And Health Sciences, Vinay Munlapudi
Comparative Evaluation Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment In Global Stem And Health Sciences, Vinay Munlapudi
Undergraduate Student Symposium
Today's all-pervasive emergence of Artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in healthcare and STEM. AI has reshaped student learning and instructors' navigation of the evolving, post COVID-19 global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment of STEM and health-science education in developed countries versus underprivileged communities. An exploratory, scoping review of 50 recent, scholarly journal-publications was conducted over six months through diverse search engines (Pub-Med, Google Scholar, and library databases) using keywords such as "Active learning with AI" and "Assessment of …
Marine Biodiversity Monitoring And Community Engagement On The Boulder Reefs Of Peanut Island, Sophia Oliveira, Luke Mckeon, Josie Larson, Raymond Hernandez, Triumph Perry, Lianna Rasimowicz
Marine Biodiversity Monitoring And Community Engagement On The Boulder Reefs Of Peanut Island, Sophia Oliveira, Luke Mckeon, Josie Larson, Raymond Hernandez, Triumph Perry, Lianna Rasimowicz
Undergraduate Student Symposium
Artificial boulder reefs were constructed along the shoreline of Peanut Island in Palm Beach County, Florida to enhance habitat complexity and provide a safe, accessible snorkeling experience for the island's many visitors. These nine boulder reefs support a diverse assemblage of marine organisms and offer an ideal setting for ecological monitoring. This project documents the fish, invertebrate, and coral species that utilize these structures and provides the public with accurate, easily accessible information about the organisms they may encounter while snorkeling. Monthly GoPro surveys employing a roving fish sampling technique were conducted on each reef to record new species observations …
Invisgrid: Invisible Ai Embeddings In Human-Machine Collaboration For Smart Grid Energy Optimization, Nikunj Doshi, Kavach Shah, Shikhar Patel
Invisgrid: Invisible Ai Embeddings In Human-Machine Collaboration For Smart Grid Energy Optimization, Nikunj Doshi, Kavach Shah, Shikhar Patel
Artificial Super Intelligence (ASI) Conference
AI advisory tools for smart grid management face a persistent and widely recognized problem. Operators frequently ignore recommendations surfaced through separate AI dashboard panels. This rejection arises from alert fatigue induced by disrupted SCADA workflows and heightened cognitive load. Operators managing complex real-time systems already carry a substantial mental burden throughout their shifts. Adding a new panel to monitor compounds that burden rather than alleviating it meaningfully. This paper proposes invisible AI, a paradigm that resolves this adoption problem differently. Instead of introducing new interface components, AI intelligence is embedded into existing visual elements. We present InvisGrid, which fine-tunes a …
From Bedtime To Bacteria: A Sleep Extension Pilot Study Revealing Gut-Linked Pathways, Maya Totev
From Bedtime To Bacteria: A Sleep Extension Pilot Study Revealing Gut-Linked Pathways, Maya Totev
Undergraduate Student Symposium
While the gut contains trillions of bacteria that influence the immune, nervous, and endocrine systems, its implications in health interventions and wellness are often underappreciated. Lifestyle factors, including sleep duration and quality, influence gut microbiome composition and are linked to adverse health outcomes. While sleep extension is known to benefit health, emerging evidence suggests the gut microbiome and inflammatory pathways may help clarify these underlying mechanisms. This pilot study examined the effects of a two-week sleep extension on the gut microbiome composition in healthy adult females as part of a larger investigation of sleep, stress, and systemic inflammation. Participants completed …
Integrating Domain Knowledge And Machine Learning In Rice Cultivation: A Case Study Of Algeria, Sara Faruqui, Jane Krivosheev, Jenna Handal
Integrating Domain Knowledge And Machine Learning In Rice Cultivation: A Case Study Of Algeria, Sara Faruqui, Jane Krivosheev, Jenna Handal
Undergraduate Student Symposium
Research has highlighted Artificial Intelligence (AI) as a promising solution to mitigate the threat of food insecurity. Rice, a staple in the global diet, is particularly vulnerable to heat stress caused by climate change. The challenges of climate change, population growth, and increased famine risk may be alleviated through the implementation of AI models in rice cultivation. For decades, agricultural workers have faced the dilemma of needing to increase crop yields while dealing with dwindling resources and the need for more efficient practices. AI models, however, are limited by the quality and scope of the data they receive. Integrating domain …
The Association Between Ultra-Processed Foods And Inadequate Sleep In Us Adults From Nhanes, 2005-2018, Seema Rajper
The Association Between Ultra-Processed Foods And Inadequate Sleep In Us Adults From Nhanes, 2005-2018, Seema Rajper
Undergraduate Student Symposium
Ultra-processed food (UPF), rich in sugar and fat, could affect sleep quality due to inflammation and hormonal imbalance. However, the population level data is scarce, and the findings are mixed, especially in adult populations. We examined associations between UPF consumption and odds of inadequate sleep (characterized by sleep difficulty and/or inadequate sleep duration: short sleep (<7h) or long sleep (≥9 hours)) among U.S. non-pregnant, non-lactating adults using National Health and Nutrition Examination Survey (NHANES) with a 14-year span. We assessed 33,156 adults (aged ≥ 20 y) using up to two 24-hour diet recalls from the NHANES (2005 to 2018). UPF intake was calculated using the NOVA classification system, and inadequate sleep (specifically sleep difficulty, short sleep, long sleep) was ascertained from the self-reported sleep disorder survey. Odds of inadequate sleep (aORs) were compared across the quartile intakes of UPF using population weights-adjusted multivariable general logistic regression. Of the 33,156 adult participants, 34.9% had short sleep (n=11,576), 11.9% had long sleep (n-3,937), and 24.7% had sleep difficulty (n=8,199). We also found that the highest quartile of UPF, relative to the lowest quartile, is significantly associated with 23% increased odds of short sleep (aOR=1.23, 95% CI: 1.07-1.41; p=0.023), after adjusting for all covariates. The dose-response relationships between higher UPF intake and higher risk of short or long sleep were determined, respectively (both p <0.05). However, no association was found with sleep difficulty (aOR = 1.09, 95% CI: 0.95-1.26; p =0.6185). We found the dose-response relationship between higher UPF intakes and higher risk for inadequat sleep …0.05).>7h)>
Molecular Consequences Of Pcos-Linked Aromatase Variants: Structural Modeling And Inhibitor Docking, Kiran Sajnani, Bharath Kumar Reddy Burry, Yuktha Milukuri, Preya Patel
Molecular Consequences Of Pcos-Linked Aromatase Variants: Structural Modeling And Inhibitor Docking, Kiran Sajnani, Bharath Kumar Reddy Burry, Yuktha Milukuri, Preya Patel
Undergraduate Student Symposium
Polycystic ovary syndrome (PCOS) affects approximately 10% of reproductive-age women and involves hormonal imbalance partly driven by impaired estrogen synthesis. Aromatase (CYP19A1) catalyzes conversion of testosterone and androstenedione to estrogen, but structural consequences of PCOS-associated variants remain unclear. We investifated Val161Asp (V161D), a PCOS-linked substitution that replaces a nonpolar valine with a negatively charged aspartate in a hydrophobic helical region. Using the wild-type structure (PDB 3EQM), we generated a 3D-printed model highlighting the mutation and key catalytic features (heme, substrate-binding channel, conserved monooxygenase motifs). We then produced an AlphaFold V161D model and compared it with wild type in Jmol to …
Building A Successful And Innovative Mass Appraisal Modeling Team Part 2, Jennifer Rearich Mas, Cae, Res
Building A Successful And Innovative Mass Appraisal Modeling Team Part 2, Jennifer Rearich Mas, Cae, Res
GIS/ValuationTechnologies Conference 2026
This presentation, Part 2 to the 2023 Presentation with the same title, delves into the management of Maricopa County’s mass appraisal modeling team. It is a deeper dive into training, remote work, and project management aspects. The management of valuation modelers presents unique challenges due to the project-based nature of their work, which contrasts with the production-focused tasks of appraisers or GIS technicians. Training is a critical aspect to the success of a modeling team given the specific skill sets required. In the past two years, we have developed a training library and will discuss our ongoing efforts to meticulously …
A Quantum Argument Against Zeno's Paradox Of Dichotomy, Ryan Christie-Muller
A Quantum Argument Against Zeno's Paradox Of Dichotomy, Ryan Christie-Muller
Undergraduate Student Symposium
During the pre-Socratic period, Parmenides created his radical idea of an eternal, unchanging, and motionless world. This was met with much doubt, contempt, and counterarguments that sought to disprove his statements claiming that the concept of past and future were false, and that both change and movement were impossible. Yet his student, Zeno, came after him and sought to further prove his teacher Parmenides' arguments, creating what are now talked about thousands of years later known as Zeno's paradoxes. This paper will specifically talk about Zeno's dichotomy paradox, claiming that movement cannot exist due to the inherent need to be …
Microbial Photodynamic Inactivation (Pdi) With Meso-Pyridyl Porphyrin Isomers Under Metabolic Gene Knockouts, Dylan Mavlyanov, Kenneth Supersano
Microbial Photodynamic Inactivation (Pdi) With Meso-Pyridyl Porphyrin Isomers Under Metabolic Gene Knockouts, Dylan Mavlyanov, Kenneth Supersano
Undergraduate Student Symposium
Photodynamic Inactivation (PDI) is an antimicrobial technique that functions independently of conventional antibiotic resistance by combining light, photosensitizers, and oxygen in order to eliminate pathogens. Drug-resistant microorganisms have long posed a global challenge, increasing the need for methods that prevent microbes from acquiring further immune adaptations. Photosensitizers serve as compounds that, upon light activation, generate reactive oxygen species (ROS) in order to induce microbial membrane damage and cell death, while also showing effects against cancerous mammalian cells. An investigation was conducted on three meso-Tetra(N-methyl-pyridyl) porphyrin tetrachloride isomers, examining their three conformations of nitrogen substitutions in both freebase and copper-metalated …
Microbial Signatures Of Breast Carcinogenesis: Synthesizing Evidence From Breast Tissue Microbiome Studiese, Caroline Rodriguez Chang, Revanth Madamsetty, Krishna Dasyam
Microbial Signatures Of Breast Carcinogenesis: Synthesizing Evidence From Breast Tissue Microbiome Studiese, Caroline Rodriguez Chang, Revanth Madamsetty, Krishna Dasyam
Undergraduate Student Symposium
Breast cancer remains one of the most prevalent cancers worldwide, affecting approximately one in eight women in the United States. Recent advances in microbiome research have highlighted the microbiome's essential role in maintaining health and influencing disease progression. Increasing attention has been directed toward understanding how microbial communities contribute to cancer development, particularly through effects on immune function, metabolism, and cellular signaling pathways. While most existing research has examined the gut microbiome and its relationship to breast cancer focusing on the gut-breast axis, microbial translocation, and their contributions to tumor progression, there is a growing need to characterize the breast …
Energy Drinks Are Bad... Or Perhaps Not? A Comprehensive Evidence-Based Review Of Energy Drink Safety And Performance Effects, Saanvitha Rajendara
Energy Drinks Are Bad... Or Perhaps Not? A Comprehensive Evidence-Based Review Of Energy Drink Safety And Performance Effects, Saanvitha Rajendara
Undergraduate Student Symposium
Energy drinks rank as some of the most widely consumed functional beverages. However, they still cause controversy, confusion, and strong public opinions. Although many assume that these products are inherently harmful, a growing amount of research is constructing a different understanding. In reviewing the comprehensive analysis conducted by Dr. Jose Antonio, this presentation examines the scientific evidence behind the more common questions and misconceptions about energy drinks. These include rols of key ingredients like taurine and B-vitamins, as well as the energy drinks' influence on performance, metabolism, and overall health. The review also looks at sleep, cardiovascular function, and cognitive …
Hsc-3 Spheroid Enhances Macrophage Autophagy Through Upregulation Of Hgf Activator, Dhara Patel
Hsc-3 Spheroid Enhances Macrophage Autophagy Through Upregulation Of Hgf Activator, Dhara Patel
Undergraduate Student Symposium
Autophagy plays a critical role in regulating macrophage function within the tumor microenvironment. Hepatocyte growth factor activator (HGFA) can modulate autophagy-related pathways, potentially affecting macrophage function. This study aimed to test HGFA expression in oral cancer cell cultures and its effect on macrophage autophagy in a co-culture system. THP-1- derived macrophages were co-cultured with human oral cancer cells (HSC-3) in two-dimensional (2D) monolayers and three-dimensional (3D) spheroids generated using the hanging drop method. HGFA expression in HSC-3 cells was quantified by qPCR. After 72 hours of co-culture, macrophage polarization and autophagy were assessed by flow cytometry. To evaluate the functional …
Environmental Monitoring Of The Coral Nursery Lagoon At Peanut Island, Lindsay Scherer, Kamille Jackson, Madelyn Hooper, Briana Badowski, Nicole Mazhar
Environmental Monitoring Of The Coral Nursery Lagoon At Peanut Island, Lindsay Scherer, Kamille Jackson, Madelyn Hooper, Briana Badowski, Nicole Mazhar
Undergraduate Student Symposium
Temperature, dissolved oxygen (DO), salinity, and pH are critical abiotic factors influencing coral reef ecosystems. Enclosed lagoons, such as the one at Peanut Island, often experience reduced water exchange, making them prone to environmental fluctuations that may stress corals. The purpose of this project was to investigate potential correlations between water quality and coral health within the Peanut Island Coral Nursery Lagoon in Palm Beach County, Florida over a year-long period. Three Onset HOBO data loggers were deployed: U22-001 to measure temperature and pH; U26-001 to measure dissolved oxygen; and U24-002-C to measure salinity. The data loggers were deployed near …
Red Mangrove Heavy Metal(Loid)S Accumulation In Contaminated Sediments Of The South Florida Intracoastal Waterway, Sophia Welch
Red Mangrove Heavy Metal(Loid)S Accumulation In Contaminated Sediments Of The South Florida Intracoastal Waterway, Sophia Welch
Undergraduate Student Symposium
Mangroves, recognized as hyperaccumulators, can tolerate and store high concentrations of heavy metal(loid)s without visible toxicity. While metal accumulation in mangroves has been extensively studied worldwide, data remain limited for North America, particularly in southeastern Florida, where urbanization and port activity increase contamination risk. This study quantified 16 heavy metal(loid)s in roots, branches, and leaves of red mangroves (Rhizophora mangle) and associated surface sediments collected across four sites within Dr. Von D. Mizell-Eula Johnson State Park at Port Everglades using inductively coupled plasma mass spectrometry (ICP-MS). Sediment samples were collected at distances of 0, 10, 50, and 100 …
Nanomedicine-Based Modulation Of Parkinson's Disease Pathology Through Integrated Biological And Computational Approaches, Emma Hickey, Annu Joji, Abdallah Samarah, Larry Delgado, Parushi Porwal, Jonathan Tran, Jaashvi Chandagari
Nanomedicine-Based Modulation Of Parkinson's Disease Pathology Through Integrated Biological And Computational Approaches, Emma Hickey, Annu Joji, Abdallah Samarah, Larry Delgado, Parushi Porwal, Jonathan Tran, Jaashvi Chandagari
Undergraduate Student Symposium
Parkinson's Disease (PD) is a progressive neurodegenerative disorder characterized by the loss of dopamine-producing neurons and the aggregation of α-synuclein, a protein that misfolds into neurotoxic fibrils. Current therapies primarily alleviate motor symptoms but do not slow disease progression, leaving PD pathology unaddressed. Biocompatible nanoparticles, known as carbon nanodots (CNDs), represent a promising therapeutic approach by penetrating the blood-brain barrier (BBB) and distrupting amyloid structures. Preclinical studies in zebrafish models of neurodegeneration have shown that our CNDs, developed by the LeBlanc Lab, reduce tau and amyloid-β aggregation, decrease neuroinflammation, and improve neuronal function, emphasizing their translational potential for PD. Here, …
Consumerism Is The Perfection Of Slavery, Kashish Kirpalani
Consumerism Is The Perfection Of Slavery, Kashish Kirpalani
Undergraduate Student Symposium
In consumer capitalism, freedom is often defined through participation in the market where identity, financial stability, and happiness are tied to one's earning and spending. This paper examines how modern consumer culture restricts personal freedom by drawing on the ideas of Karl Marx, Herbert Marcuse, and Jean Baudrillard. These theorists explain how individuals become separated from their labor and from their own sense of purpose, creating dependence on systems that reward consumption. To connect these ideas to everyday life, the paper analyzes data from the National Election Studies. The results show that financial worry and recent financial hardship have the …
Aging In Remote Waters: How Are Hawaiian Monk Seal Teeth Documenting Environmental Impacts?, Megan Martiello, Mason Schleicher, Ally Sheehan
Aging In Remote Waters: How Are Hawaiian Monk Seal Teeth Documenting Environmental Impacts?, Megan Martiello, Mason Schleicher, Ally Sheehan
Undergraduate Student Symposium
The Hawaiian Monk Seal (HMS) is the second most endangered pinniped species, and an apex predator endemic to the Hawaiian Archipelago. Majority of the population resides in the Northwest Hawaiian Islands which are divided into three regions for research purposes: Northern Hawaiian Island (NHI), Central Hawaiian Island (CHI), and Southern Hawaiian Island (SHI). This study analyzed long-term trace elements (TE) exposure in HMS by measuring 17 TEs (Ca, Cd, Co, Cr, Cu, Ba, Fe, Li, Mg, Mn, Mo, Ni, Pb, Sn, Sr, V, Zn) in cementum growth layer groupings (GLGs) of canine teeth using laser ablation induced coupled plasma mass …
Assessing The Thermal Tolerance On Genotypic Variability In Acropora Cervicornis And Acropora Palmata Corals Maintained In An Offshore Nursery In Broward County, Florida, Luisa Maria Torres Arango
Assessing The Thermal Tolerance On Genotypic Variability In Acropora Cervicornis And Acropora Palmata Corals Maintained In An Offshore Nursery In Broward County, Florida, Luisa Maria Torres Arango
Undergraduate Student Symposium
Global warming and constant stressors are threatening the most diverse and abundant reef-building coral, causing their rapid decline. Elevations in ocean temperature have contributed to massive bleaching events and increased mortality in key coral species throughout Florida. The degradation of coral ecosystems not only reduces marine biodiversity but also threatens fisheries, coastal protections, and tourism that depend on healthy reef systems. In response, coral nursery programs have arisen as a conservation strategy for restoring reefs. Acropora species, particularly Acropora palmata and Acropora cervicornis, are among the most widely used corals in restoration due to their fast growth, large branching …
Protecting Citrus Through Patents: Legal And Economic Implications Of Uf/Ifas Biotechnological Advances, Laeila Scott
Protecting Citrus Through Patents: Legal And Economic Implications Of Uf/Ifas Biotechnological Advances, Laeila Scott
Undergraduate Student Symposium
Citrus greening, or Huanglongbing (HLB), threatens the survival of Florida's citrus industry, driving innovation in disease-resistant crops through biotechnology. This research examines how intellectual property (IP) law shapes these advancements, focusing on the direct industry impact of the University of Florida's Institute of Food and Agricultural Sciences (UF/IFAS). Through analyzing patent strategies, licensing models, and governance structures, this study explores the balance between proprietary protections and public access. Additionally, it considers broader ethical and economic implications, including the challenges of patent enforcement and the impact on citrus growers. This research situates UF/IFAS's biotechnological innovations within the larger legal and economic …
Manipulation Behind The Pro-Choice Movement, Madeline S. Schlautman
Manipulation Behind The Pro-Choice Movement, Madeline S. Schlautman
Helms School of Government Spring Public Policy Conference
No abstract provided.
Psycological Effects Of Problem Gambling On Adolescents, William Mccain
Psycological Effects Of Problem Gambling On Adolescents, William Mccain
Helms School of Government Spring Public Policy Conference
No abstract provided.
When Morals And Systems Fail: Understanding The Roots Of Youth Violence, Alex Perry
When Morals And Systems Fail: Understanding The Roots Of Youth Violence, Alex Perry
Helms School of Government Spring Public Policy Conference
No abstract provided.
Get Busy Living: Leaping Out Of Confinement With Kierkegaard In The Shawshank Redemption, Christian Wilken
Get Busy Living: Leaping Out Of Confinement With Kierkegaard In The Shawshank Redemption, Christian Wilken
Journal of Religion & Film
This article offers a Kierkegaardian reading of The Shawshank Redemption (1994), arguing that the film functions not as a miracle narrative but as a cinematic enactment of existential theology. While existing scholarship frequently interprets Shawshank through biblical typology or Foucauldian notions of incarceration, few consider how the film dramatizes Kierkegaard’s categories of anxiety, despair, and the leap of faith. Shawshank presents prison as more than a space of punishment—it becomes a refuge from the “dizziness of freedom,” a structured escape from the terrifying burden of possibility. Brooks’s suicide tragically embodies what Kierkegaard calls the “despair of weakness,” the inability to …
Numinous Matter: Time, Image, And The Sacred In Tarkovsky’S Cinema, Pamela Breda Phd
Numinous Matter: Time, Image, And The Sacred In Tarkovsky’S Cinema, Pamela Breda Phd
Journal of Religion & Film
In an era increasingly defined by acceleration, fragmentation, and commodification, the act of watching cinema has become subject to the same regimes of optimization that govern nearly all other domains of life. Streaming platforms quantify attention and the rhythms of visual consumption seem to be calibrated for distraction, rather than immersion. As film theorist Jonathan Beller stresses, in the contemporary attention economy, spectatorship itself becomes a form of labor enlisted into the machinery of value extraction. Within this cultural (and ocularcentric) regime to engage with the cinematic oeuvre of Andrei Tarkovsky is a radical counter-practice. Operating in the liminal space …
Not Yearning To Be Saved: Arranged (2007) And The Politics Of Liberal Savior Narratives, Shaheer Afaqi
Not Yearning To Be Saved: Arranged (2007) And The Politics Of Liberal Savior Narratives, Shaheer Afaqi
Journal of Religion & Film
In recent decades, Western film and television platforms have devoted growing attention to portrayals of Orthodox Jewish and Muslim communities. However, a significant subset of these productions is marked by an important limitation: the trend of savior narratives. Such narratives are based on the notion that Orthodox Jewish women and observant Muslim women are often yearning to escape their customs and communities. These narratives are a product of the liberal assumption that individual autonomy is central to human flourishing. However, this article argues that Arranged (2007) prepares audiences to question this assumption and thereby revisit savior narratives. Analyzing the film …
Contemplative Absence: Sacred Experience In Abbas Kiarostami’S The Wind Will Carry Us And The Aesthetics Of Slow Cinema, Hessam Abedini
Contemplative Absence: Sacred Experience In Abbas Kiarostami’S The Wind Will Carry Us And The Aesthetics Of Slow Cinema, Hessam Abedini
Journal of Religion & Film
This article examines how Abbas Kiarostami’s The Wind Will Carry Us (1999) creates sacred experience through systematic absence within contemporary slow cinema aesthetics. While previous scholarship has focused on religious content in spiritual cinema, this analysis demonstrates how formal techniques—particularly strategic concealment and extended duration—generate contemplative states without explicit religious references. Drawing on Paul Schrader’s transcendental style theory and recent slow cinema scholarship, the article traces how Kiarostami adapts Persian poetic traditions, particularly concepts of pardeh (veiling) and the interplay between bāṭin (hidden) and ẓāhir (manifest), to create meaning through what remains unseen. The dying woman who never appears, the …
Distance-Based Clustering For Identifying Patterns In Lifetime Smoking Trajectories, Maryam Eghbalizarch, Niloufar Eghbali
Distance-Based Clustering For Identifying Patterns In Lifetime Smoking Trajectories, Maryam Eghbalizarch, Niloufar Eghbali
Artificial Super Intelligence (ASI) Conference
Cigarette smoking remains a major public health issue in the United States, causing more than 480,000 deaths annually and leading to significant healthcare and economic costs. Understanding smoking behavior over the life course is important for developing effective public health interventions. In this study, the Cancer Intervention and Surveillance Modeling Network (CISNET) Smoking History Generator (SHG), which simulates individual life histories of smoking and mortality in the United States, was used to generate the smoking trajectories. A total of 200,000 individuals (100,000 males and 100,000 females) from the 1960 birth cohort were simulated. An unsupervised distance-based clustering (k-means) algorithm was …
Restorative Literacy: Designing Human-Centered Learning In Technological Times, Camille O'Quin
Restorative Literacy: Designing Human-Centered Learning In Technological Times, Camille O'Quin
Research Days
As educational environments increasingly integrate artificial intelligence and automated instructional tools, important questions emerge about what must remain distinctly human in teaching and learning. This presentation introduces Beyond the Margins (BTM): Restorative Literacy for Rising Voices, an interdisciplinary initiative that reimagines literacy instruction through relational, justice-centered practice in technological times. Grounded in the Restorative Literacy framework, BTM integrates structured literacy instruction, narrative identity development, restorative dialogue, and interdisciplinary collaboration across speech-language pathology, social work, counseling, psychology, and special education. Implemented with justice-involved adolescents, the model positions reading and writing not only as academic skills but as pathways to voice, belonging, …