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An Explanation Of African American Males' Experiences And Decisions In The Pursuit Of Doctoral Degrees, Vincent L. Tucker Jul 2025

An Explanation Of African American Males' Experiences And Decisions In The Pursuit Of Doctoral Degrees, Vincent L. Tucker

Walden Dissertations and Doctoral Studies

There was a limited understanding of the lived experiences of African American males who had completed their doctoral degrees, which could provide solutions to the barriers faced by those did not complete the doctoral program. Elements of critical race theory, Vroom’s expectancy theory, and Herzberg’s theory of motivation were combined into a single conceptual framework to understand the barriers experienced by African American men that prevented them from pursuing and completing doctoral programs. The data analysis process included a pre-coding exercise conducted after data collection to identify patterns or commonalities between the two sets of data. The results from this …


School Counselors’ Perceptions On Providing Mental Health Services In Schools, Kimberly Davis Jul 2025

School Counselors’ Perceptions On Providing Mental Health Services In Schools, Kimberly Davis

Walden Dissertations and Doctoral Studies

The increasing prevalence of mental health concerns among students in the United States has amplified the demand for comprehensive school-based mental health services. School counselors are often positioned as frontline providers of this support, yet research suggests they face numerous systemic and role-related challenges. This qualitative phenomenological study was conducted to explore school counselors’ perceptions of their roles in providing mental health services, the barriers they encounter, and the ways in which self-efficacy is shaped by these experiences. Ten school counselors from diverse school settings participated in semistructured interviews. Thematic analysis revealed five central themes: (a) roles and responsibilities, (b) …


Parents’ Experiences With Their Child’S Psychotherapy And Mental Illness, Valerie Marsman Jul 2025

Parents’ Experiences With Their Child’S Psychotherapy And Mental Illness, Valerie Marsman

Walden Dissertations and Doctoral Studies

Low parental engagement—especially among fathers and ethnic minority groups like Latinx parents—in child psychotherapy increases the risk of treatment dropout, behavioral issues, and poorer outcomes, contributing to persistent disparities. More research was needed on perceptual barriers and facilitators to parental engagement such as attitudes, beliefs, and expectations. The purpose of this study was to gain an in-depth understanding of parents’ experiences with their child’s psychotherapy and mental illness to facilitate parental engagement in services that support the child. An interpretative phenomenological approach and multiperspectival focus group design were used to illuminate each participant’s voice and explore overarching themes. Hill’s theory …


A Molecular Dynamics Study Of Single Crystal And Intergranular Crack Growth Behavior In WX M1−X Binary Aloys (M = V, Mo, Ta, Re), Samuel C. Wagers, Adib J. Samin Jul 2025

A Molecular Dynamics Study Of Single Crystal And Intergranular Crack Growth Behavior In WX M1−X Binary Aloys (M = V, Mo, Ta, Re), Samuel C. Wagers, Adib J. Samin

Faculty Publications

This study employs molecular dynamics simulations to investigate the fracture behavior of four binary refractory alloys WxM1−x (M = V, Mo, Ta, Re) and their dependence on crystallographic orientation, composition, and grain boundary (GB) structure, focusing on six distinct low-sigma grain boundaries. The simulations reveal that the effect of composition is complex with the most pronounced effect, accompanied by the maximum or minimum stress intensity factor, generally occurring at intermediate compositions. All compositions showed a higher fracture resistance in the [110] orientation compared to the [100] orientation. There was a strong thermodynamic tendency for Mo and V, …


Quantifying Electrokinetics Of Naca0.6V6O16·3h2O Cathode In Aqueous Zinc-Ion Batteries With Znso4 Electrolyte, Shichen Sun, Boyu Wang, Kevin Huang Jul 2025

Quantifying Electrokinetics Of Naca0.6V6O16·3h2O Cathode In Aqueous Zinc-Ion Batteries With Znso4 Electrolyte, Shichen Sun, Boyu Wang, Kevin Huang

Faculty Publications

Aqueous zinc-ion batteries (AZIBs) have been actively studied in recent years as a promising solution for next-generation stationary energy storage due to their inherent safety, low cost, and high energy density. However, their practical deployment remains hindered by the limited cycling stability of cathode materials. Overcoming this challenge requires a detailed understanding of cathodic electrokinetics and degradation mechanisms. In this study, we investigate the electrokinetic behavior of a NaCa0.6V6O16·3H2O  (NaCaVO) cathode in ZnSO4 electrolyte through a combined application of the galvanostatic intermittent titration technique (GITT) and electrochemical impedance spectroscopy (EIS). For …


The International Society For Clinical Spectroscopy; Reflections On The First 10 Years, Małgorzata Baranska, Hugh J. Byrne, Peter Gardner, Alex Henderson, Nick Stone, Bayden Wood Jul 2025

The International Society For Clinical Spectroscopy; Reflections On The First 10 Years, Małgorzata Baranska, Hugh J. Byrne, Peter Gardner, Alex Henderson, Nick Stone, Bayden Wood

Research Outputs: 2025-Present

The article provides a perspective overview of the development and current status of the field of biomedical spectroscopy, on the occasion of the tenth anniversary of the foundation of the International Society for Clinical Spectroscopy (CLIRSPEC). It provides a background into the prior evolution of the field, and international community, and rationale for the foundation of the legal entity, CLIRSPEC. It describes the continued dissemination and educational activities associated with the society, and maps out key technical developments, as well as trends towards clinical translation, and future perspectives.


Ras-Responsive Element Binding Protein 1 Regulates Survival Of Group 3 Medulloblastoma, Sergey Pampou, Brian L Gudenas, Jacob Torrejon, Catherine Lee, Grace Furnari, Lianne Q Chau, Sajina Gc, Yingxi Lin, Owen S Chapman, Patryk Skowron, Livia Garzia, Michael D Taylor, Lukas Chavez, Olivier Ayrault, Paul A Northcott, Charles Karan, Robert J Wechsler-Reya Jul 2025

Ras-Responsive Element Binding Protein 1 Regulates Survival Of Group 3 Medulloblastoma, Sergey Pampou, Brian L Gudenas, Jacob Torrejon, Catherine Lee, Grace Furnari, Lianne Q Chau, Sajina Gc, Yingxi Lin, Owen S Chapman, Patryk Skowron, Livia Garzia, Michael D Taylor, Lukas Chavez, Olivier Ayrault, Paul A Northcott, Charles Karan, Robert J Wechsler-Reya

Faculty, Staff and Students Publications

Medulloblastoma (MB) is the most common malignant pediatric brain tumor, and Group 3 (G3, MYC-driven) MB has the worst prognosis. Despite advances in molecular classification, oncogenic drivers of G3 MB remain poorly defined. To identify such drivers, we profiled transcription factor expression across MB subgroups. Our analysis revealed Ras-responsive element binding protein 1 (RREB1) as one of the most highly expressed transcription factors in G3 MB. RREB1 knockdown impaired cell proliferation in vitro and prolonged survival in orthotopic xenograft models, suggesting it plays a key role in regulating tumor growth. Mechanistically, RREB1 acts by enhancing transcription of TGF-β pathway genes. …


The Effect Of Transformer Based Pre-Trained Language Models On Biomedical Relation Extractions, Eman Saad, Sherif Kishk, Amr Ali-Eldin, Ahmed I. Saleh Jul 2025

The Effect Of Transformer Based Pre-Trained Language Models On Biomedical Relation Extractions, Eman Saad, Sherif Kishk, Amr Ali-Eldin, Ahmed I. Saleh

Mansoura Engineering Journal

Biomedical relation extraction represents a critical advancement in healthcare research. As the volume of biomedical publications continues to grow exponentially, efficient extraction of entity relationships has become essential for accelerating knowledge discovery, drug development, and precision medicine initiatives. The field has evolved from focusing on simple binary relations, such as Protein-Protein Interactions (PPI), which are fundamental to understanding cellular processes and therapeutic development, to addressing more complex multi-class classification challenges like Drug-Drug Interactions (DDI) and Chemical-Protein Interactions (CPI).Pre-trained language models have become the cornerstone of modern approaches of extracting biomedical relations. Models like BioBERT, PubMedBERT, and SciBERT, along with general-purpose …


Scorpions Of The Horn Of Africa (Arachnida: Scorpiones). Part Xl. Barbaracurus Lowei Sp. N. From Ethiopia (Buthidae), František Kovařík, Hassan Sh A. Elmi Jul 2025

Scorpions Of The Horn Of Africa (Arachnida: Scorpiones). Part Xl. Barbaracurus Lowei Sp. N. From Ethiopia (Buthidae), František Kovařík, Hassan Sh A. Elmi

Euscorpius

Barbaracurus lowei sp. n. from Ethiopia is described and compared with other species of the genus, fully complemented with color photos of specimens of both sexes of the new species, as well as of their habitat. Included is a key for Barbaracurus and a map of the distribution of the genus in the Arabian Peninsula and the Horn of Africa.


A User Experience Approach To Technical Editing Of Academic Library Digital Resources, Krista Sarraf, Danielle Daugherty, Morgan White, Madelyn Cruz Jul 2025

A User Experience Approach To Technical Editing Of Academic Library Digital Resources, Krista Sarraf, Danielle Daugherty, Morgan White, Madelyn Cruz

Library Scholarship

This paper reports on a teaching practice that integrates user experience and technical editing instruction to improve academic library digital content and support students' learning of technical editing as an exercise in user experience. Students, faculty, and academic librarians at California Polytechnic State University, San Luis Obispo (Cal Poly) worked to improve the accessibility and usability of their library's digital interfaces. The paper shares preliminary findings from a study of the teaching practice, exploring how a pedagogical framework for library and technical and professional communication partnerships can be designed, implemented, and evaluated to enhance student learning in technical editing and …


The Impact Of Clean Energy Technology Incentives On Mineral Demand: An Economic Framework For Measuring Response, Hamdiya Orleans-Boham, Mahelet G. Fikru, Kwame Awuah-Offei Jul 2025

The Impact Of Clean Energy Technology Incentives On Mineral Demand: An Economic Framework For Measuring Response, Hamdiya Orleans-Boham, Mahelet G. Fikru, Kwame Awuah-Offei

Economics Faculty Research & Creative Works

The existing literature establishes the link between clean energy technology (CET) expansion and rising mineral demand but lacks a comprehensive analysis of the transmission mechanisms through which CET policy incentives particularly production and consumption subsidies affect mineral markets. This study addresses the gap by developing an economic model where a CET producer optimally determines mineral input demand and production volume, where the concept of elasticity is used to measure the response of mineral demand to policy incentives. Analytical results demonstrate that the elasticity of mineral demand with respect to CET policies is highly sensitive to returns to scale of CET …


Responding To The Needs Of Dementia Care Partners: Recommendations For Policy Change At The State And Federal Levels., Walter D. Dawson, Jenn Reed, Allison Lindauer, Sherril B. Gelmon Jul 2025

Responding To The Needs Of Dementia Care Partners: Recommendations For Policy Change At The State And Federal Levels., Walter D. Dawson, Jenn Reed, Allison Lindauer, Sherril B. Gelmon

Institute on Aging Publications

The need to optimize supports of Alzheimer's disease and related dementias (ADRD) care partners through policy innovation is high. This study sought to frame the care and support needs of multiple historically underrepresented populations who may be underserved and/or have difficulty accessing culturally specific services and determine specific policies that may reduce ADRD care partner burden and improve wellbeing. Qualitative data were gathered through interviews ( = 24) with leaders of organizations that support people living with ADRD and focus groups ( = 5) with dementia care partners from four communities historically underserved in the United States (Asian, Black, Indigenous, …


Strengthening Scientific Integrity: Digital Forensics For Biomedical Research Imaging, João Phillipe Cardenuto, Daniel Moreira, Anderson Rocha Jul 2025

Strengthening Scientific Integrity: Digital Forensics For Biomedical Research Imaging, João Phillipe Cardenuto, Daniel Moreira, Anderson Rocha

Computer Science: Faculty Publications and Other Works

To fight against the increasing misconduct cases in science, this Ph. D. research confronted the challenge of scientific integrity with a pioneering investigation into digital forensic analysis specifically tailored for biomedical images. This work conducted extensive research into key manipulation types–copy-move forgery, image reuse, and AI-generated content–developing novel, fully explainable, and auditable computational detection methods for each. In a commitment to transparency and to promote research to the area, these techniques are provided as open-source resources. Besides the isolated techniques for each type of image forged, a central contribution is the development of an end-to-end system, created through collaboration with …


Improving Multilingual Competence In Higher Education: An Integrated Framework For Parallel Learning Of Two Foreign Languages, Aiym Kontek, Albina Dossanova, Galiya Kulzhanbekova Jul 2025

Improving Multilingual Competence In Higher Education: An Integrated Framework For Parallel Learning Of Two Foreign Languages, Aiym Kontek, Albina Dossanova, Galiya Kulzhanbekova

Higher Learning Research Communications

Objectives: The study aims to create a comprehensive framework for the effective organization of parallel teaching of two foreign languages in higher education in Kazakhstan, accounting for linguistic, psychological, didactic, and technological aspects.

Methods: We used theoretical (modeling, analysis, and generalization) and empirical methods (pedagogical experiment, testing, questionnaires, and methods of mathematical statistics) in the research. An original structural and content model of parallel learning was developed, including interrelated blocks for the integrated formation of speech activity skills and a lexico–grammatical base in each of the languages. The effectiveness of the proposed model was confirmed during the pedagogical experiment, which …


From Heroic Imagination To Belonging-Focused Healing: A Tribute To Philip Zimbardo, Agnieszka Wilczynska Jul 2025

From Heroic Imagination To Belonging-Focused Healing: A Tribute To Philip Zimbardo, Agnieszka Wilczynska

Heroism Science

This article offers a reflective account of the Polish adaptation of the Heroic Imagination Project (HIP), a global educational initiative founded by Philip Zimbardo to promote everyday heroism through psychological awareness. As HIP took root in Poland, we developed a robust infrastructure of certified trainers, academic collaborators, and educational centers, reaching over 250 schools and 800 educators. Grounded in core psychological principles -- such as the bystander effect, social conformity, and prejudice -- the program empowered participants to resist negative social influences and cultivate moral courage. The experience also gave rise to Belonging Focus Therapy (BFT), a psychobiological and sociocultural …


Varieties And Domains: A Syncretic Synthesis Of Law And Justice In India ( Including A Special Emphasis On Alternate Dispute Resolution), Amrith Bhargav B Jul 2025

Varieties And Domains: A Syncretic Synthesis Of Law And Justice In India ( Including A Special Emphasis On Alternate Dispute Resolution), Amrith Bhargav B

Theses and Dissertations

From the abstract idea of Dharma that enabled the practice and sustenance of local custom and usage, law was defined without verbiage but in meanings and understandings. In the colonial age, law was constantly being defined and codified not just textually, but through projects of economies of politics, knowledge and power in a way that their transactional metrics produced social and cultural genres that changed India forever. In that state of play, lawyers and their associated players contributed to the emerging culture of power and dominance with their tool of making the law through cases and mainstreamed the colonial legal …


Targeted Delivery Of Rapamycin Via Epidermal Growth Factor Receptors In Pancreatic Cancer Cells Inhibits Cell Proliferation And Induces Apoptosis, Nawab Ali, Adeolu S. Oluremi, Christopher Baldwin, Nickolas Gustavison, Mujeebat Bashiru, Adeniyi Oyebade, Noureen Siraj, Raj Raghavendra Rao Jul 2025

Targeted Delivery Of Rapamycin Via Epidermal Growth Factor Receptors In Pancreatic Cancer Cells Inhibits Cell Proliferation And Induces Apoptosis, Nawab Ali, Adeolu S. Oluremi, Christopher Baldwin, Nickolas Gustavison, Mujeebat Bashiru, Adeniyi Oyebade, Noureen Siraj, Raj Raghavendra Rao

Faculty Scholarship

Pancreatic cancer (PC) is aggressive and deadly; most PC cells overexpress an epidermal growth factor receptor (EGFR). EGFR-targeting peptide (GE11) was conjugated to gold nanoparticles (AuNPs) for delivering rapamycin (Rap), an mTOR inhibitor that reduces proliferation and induces apoptosis. Biophysical techniques confirmed the conjugation. Rap loading efficiency was 41.5%, with sustained release at a lower pH. Conjugates showed higher uptake in PANC-1 cells than unmodified AuNPs. It also inhibited proliferation and induced apoptosis via pathways involving reactive oxygen species, mitochondrial damage, and caspase activation. This approach represents a promising nanoparticle-based therapeutic strategy targeting PC cells, utilizing GE11-EGFR interactions to minimize …


“It Felt Like Solving A Mystery Together”: Exploring Virtual Reality Card-Based Interaction And Story Co-Creation Collaborative System Design, Yaojiong Yu, Mike Phillips, Gianni Corino Jul 2025

“It Felt Like Solving A Mystery Together”: Exploring Virtual Reality Card-Based Interaction And Story Co-Creation Collaborative System Design, Yaojiong Yu, Mike Phillips, Gianni Corino

School of Art, Design and Architecture

Virtual reality interaction design and story co-creation design for multiple users is an interdisciplinary research field that merges human–computer interaction, creative design, and virtual reality technologies. Story co-creation design enables multiple users to collectively generate and share narratives, allowing them to contribute to the storyline, modify plot trajectories, and craft characters, thereby facilitating a dynamic storytelling experience. Through advanced virtual reality interaction design, collaboration and social engagement can be further enriched to encourage active participation. This study investigates the facilitation of narrative creation and enhancement of storytelling skills in virtual reality by leveraging existing research on story co-creation design and …


Smartboot: Real-Time Monitoring Of Patient Activity Via Remote Edge Computing Technologies, Gozde Cay, Myeounggon Lee, David G Armstrong, Bijan Najafi Jul 2025

Smartboot: Real-Time Monitoring Of Patient Activity Via Remote Edge Computing Technologies, Gozde Cay, Myeounggon Lee, David G Armstrong, Bijan Najafi

Center on Aging Staff Publications

Diabetic foot ulcers (DFUs) are a serious complication of diabetes, associated with high recurrence and amputation rates. Adherence to offloading devices is critical for wound healing but remains inadequately monitored in real-world settings. This study evaluates the SmartBoot edge-computing system-a wearable, real-time remote monitoring solution integrating an inertial measurement unit (Sensoria Core) and smartwatch-for its validity in quantifying cadence and step count as digital biomarkers of frailty, and for detecting adherence. Twelve healthy adults wore two types of removable offloading boots (Össur and Foot Defender) during walking tasks at varied speeds; system outputs were validated against a gold-standard wearable and …


Empirical Analysis Of Incentivized Energy Assessment Recommendations And Iiot Cost-Effectiveness In U.S. Smes, Fatemeh Ghafari Jul 2025

Empirical Analysis Of Incentivized Energy Assessment Recommendations And Iiot Cost-Effectiveness In U.S. Smes, Fatemeh Ghafari

LSU Master's Theses

The industrial sector in the United States accounted for 33% of total energy consumption in 2022. Small and medium-sized enterprises (SMEs), which comprise 99.9% of U.S. businesses present a critical opportunity for energy efficiency improvements. Although energy audits provide actionable Assessment Recommendations (ARs) to reduce consumption, high implementation costs remain a key barrier to adoption.

While prior studies have explored rebate programs, most are limited to residential and commercial sectors or focus narrowly on specific technologies or geographic areas for the industrial sector. The objective of this study is to empirically investigate the “Incentivized Assessment Recommendation” (IAR) trends and to …


Critical Mineral Mining And Native American Rights, Spencer Beeman Janes Jul 2025

Critical Mineral Mining And Native American Rights, Spencer Beeman Janes

Dissertations and Theses

This thesis examines the intersection between critical mineral mining and Native Americans' rights. Critical minerals are essential for creating electric and sustainable energy sources that fuel the world's evolving technological landscape. The United States is making a concerted effort to mine these minerals on American soil due to their vital role in serving the U.S economy and national defense. However, many of these mineral reserves lie within close proximity to Native American reservations, and mining them directly impacts Native American communities. The development of critical mineral mines can offer substantial benefits to indigenous communities, but they also have the capacity …


Monolithic Assembly For Augmented Reality Eyewear With Improved Comfort, Daniel Effinger, Matthew Valente Jul 2025

Monolithic Assembly For Augmented Reality Eyewear With Improved Comfort, Daniel Effinger, Matthew Valente

Defensive Publications Series

This disclosure describes techniques to integrate multiple distinct modules of a display system for augmented reality eyewear into a single, monolithic unit or carrier. Per the techniques, a highly integrated, compact assembly replaces conventional multi-module systems. This is achieved through the design and manufacturing of a waveguide (WG) carrier that serves as a monolithic housing. The carrier is precisely molded to incorporate physical characteristics and features necessary for passively installing various optical and electronic components. Such components may include the waveguide, lenses for a light engine assembly (LEA), and lenses for a camera module. Active alignment (AA) of critical sensors …


Data Please!: Expanding The Role Of Libraries In Data Science Through Digital Scholarship, Halie Kerns Jul 2025

Data Please!: Expanding The Role Of Libraries In Data Science Through Digital Scholarship, Halie Kerns

Library Scholarship

Objective: As data science becomes more integrated into research and teaching, libraries are well-positioned to support this work. This study examines how a digital scholarship team at Binghamton University enhanced engagement with data science by assessing faculty, staff, and graduate student needs. Through focus group interviews, the study identifies key support gaps and outlines strategic initiatives to strengthen interdisciplinary data science programming within the library.

Methods: A qualitative approach was used, involving 26 focus group interviews with faculty, staff, and graduate students across STEM and related fields. Participants discussed their data science work, tools, training, and perceived resource …


Ai Project Facilitation Guidance For Research Computing And Data (Rcd) Professionals, Anna Alber, Laura Briggs, Paul Brunk, Manasvita Joshi, Atish P. Kamble, Amira Kefi, Timothy Middelkoop, Semir Sarajlic, Ana Maria Sokovic, Jeffrey N. Valdez, Ying Zhang Jul 2025

Ai Project Facilitation Guidance For Research Computing And Data (Rcd) Professionals, Anna Alber, Laura Briggs, Paul Brunk, Manasvita Joshi, Atish P. Kamble, Amira Kefi, Timothy Middelkoop, Semir Sarajlic, Ana Maria Sokovic, Jeffrey N. Valdez, Ying Zhang

Administration and Staff Articles and Research

The role of Artificial Intelligence (AI) in research and education continues to rapidly grow, resulting in increased collaboration between researchers in AI and Research Computing and Data (RCD) professionals to meet the research and teaching demands. RCD professionals bridge the gap between research and technology by guiding and collaborating with researchers and educators through the process of selecting the hardware, software, and services best suited for executing their AI projects. This includes ensuring compliance with funding and regulatory requirements across the entire lifecycle of the project. In this paper, we present an overview of the AI project lifecycle and how …


Calculate Greenhouse Gas Emissions From Road Vehicles In Baghdad City Using Ipcc Methodology, Zainab N. Abdulateef, Adel H. Talib, Maitham A. Sultan Jul 2025

Calculate Greenhouse Gas Emissions From Road Vehicles In Baghdad City Using Ipcc Methodology, Zainab N. Abdulateef, Adel H. Talib, Maitham A. Sultan

Baghdad Science Journal

The transportation sector plays a vital role in facilitating human well-being by moving people and goods. In Iraq, the sector faces significant challenges, including an annual fuel loss of up to 500 billion dinars and substantial fuel wastage. Each vehicle consumes approximately 570 liters of gasoline annually due to traffic congestion, as the number of vehicles at peak times is estimated per kilometer of the three-lane street (1,059 cars km/h). In contrast, their number is estimated at regular times (450 cars km/h), leading to increased greenhouse gas emissions from fuel combustion used to operate vehicle engines. The current study analyzed …


Solving Hierarchical Variational Inequality For Almost Mean Nonexpansive Mappings, Noor Saddam Taresh, Salwa Salman Abed Jul 2025

Solving Hierarchical Variational Inequality For Almost Mean Nonexpansive Mappings, Noor Saddam Taresh, Salwa Salman Abed

Baghdad Science Journal

A clear common method in solving some types of nonlinear problems is to exchange the original problem with a collection of regularized problems and all these regularized problems have exactly one solution. A particular solution of the original problem will be obtained as a limit of these unique solutions of the regularized problems. This idea is used to provide a method for the hierarchical fixed point approach to solving variational inequality problems (VIPs). In this work, we intend to study two new iterative schemes by examining their strong convergence to a common fixed point for mappings defined for a nonempty …


Comparing And Evaluating Contralateral Breast Dose Relative To Median Ptv Tumor Bed Dose For Hypo-Fractionated Breast Treatments Using Import High Dose Constraints., Shannon J. Nordby Jul 2025

Comparing And Evaluating Contralateral Breast Dose Relative To Median Ptv Tumor Bed Dose For Hypo-Fractionated Breast Treatments Using Import High Dose Constraints., Shannon J. Nordby

Masters Projects

This study is aimed to compare two different planning constraints for post-lumpectomy whole breast radiation treatments to evaluate whether or not the mean dose to the contralateral breast can be significantly reduced while maintaining plan quality for treatment. A total of 10 patients who had first undergone a lumpectomy were included into this study. Each patient’s initial treatment plan was created using a conventional approach with a mean dose constraint of < 600 cGy (Plan A) and then was replanned using the Import High protocol of a mean dose constraint, aiming to further push for a mean dose < 150 cGy (Plan B) to the contralateral breast. Both of these plans were analyzed for PTV coverage and dose to the surrounding critical structures. The results have shown that the contralateral mean dose was significantly reduced from an average of 216.32 in Plan A to 126.53 cGy in Plan B. All while meeting the target coverage of > 95% isodose line. Statistical testing showed a significant difference between the two planning techniques of lowering the contralateral dose (p < 0.0001), and normality testing supported the validity of the data analysis. In addition to a substantial dose reduction to the contralateral breast, Plan B maintained equal or improved dose constraint to other surrounding critical organs at risk, including the heart, lungs, spinal cord, and thyroid. The Import High protocol demonstrated consistent outcomes across diverse patient anatomies. These findings suggest that by using the Import High mean dose constraint, it is possible to maintain plan quality while reducing dose to the contralateral breast. This approach may help reduce the risk of long-term side effects and improve the patient’s overall outcomes in whole breast radiation treatments.


State-Level Immigrant Policies And Diabetes Prevalence In Latino And Asian American Groups: A Weighted Multilevel Analysis, Md Towfiqul Alam, Jennifer Toller Erausquin, Erica Payton, Elizabeth Vásquez, Sandra Echeverria Jul 2025

State-Level Immigrant Policies And Diabetes Prevalence In Latino And Asian American Groups: A Weighted Multilevel Analysis, Md Towfiqul Alam, Jennifer Toller Erausquin, Erica Payton, Elizabeth Vásquez, Sandra Echeverria

Faculty Scholarship

Introduction: Growing literature has shown that immigrant-related policies influence population health by limiting or enhancing immigrants’ rights. However, less is known about the role of state-level immigrant policies shaping chronic health conditions such as type 2 diabetes (T2DM). This cross-sectional study examined the association between state-level immigrant policies (both criminalising and inclusive) and prevalence of T2DM among individuals of Latin American and Asian American origin.

Method: We included adults aged 18+years sampled in the 2014–2018 behavioral risk factor surveillance system (BRFSS) (n=201 824), a survey design that allows the calculation of state-level estimates. Using existing policy measures, states …


W-Rag: Weakly Supervised Dense Retrieval In Rag For Open-Domain Question Answering, Jinming Nian, Zhiyuan Peng, Qifan Wang, Yi Fang Jul 2025

W-Rag: Weakly Supervised Dense Retrieval In Rag For Open-Domain Question Answering, Jinming Nian, Zhiyuan Peng, Qifan Wang, Yi Fang

Computer Science and Engineering

In knowledge-intensive tasks such as open-domain question answering (OpenQA), large language models (LLMs) often struggle to generate factual answers, relying solely on their internal (parametric) knowledge. To address this limitation, Retrieval-Augmented Generation (RAG) systems enhance LLMs by retrieving relevant information from external sources, thereby positioning the retriever as a pivotal component. Although dense retrieval demonstrates state-of-the-art performance, its training poses challenges due to the scarcity of ground-truth evidence, largely attributed to the high costs of human annotation. In this paper, we propose W-RAG, a method that draws weak training signals from the downstream task (such as OpenQA) of an LLM, …


Using Artificial Intelligence To Improve Customer Engagement: User Experience With Chatbot Technology, Aicha Zemmouri, Salma Choufari Jul 2025

Using Artificial Intelligence To Improve Customer Engagement: User Experience With Chatbot Technology, Aicha Zemmouri, Salma Choufari

Journal of Marketing and Consumer Behaviour in Emerging Markets

This study examines the impact of artificial intelligence (AI) on improving customer loyalty through the use of chatbot technology, with a specific focus on the user experience of Moroccan consumers. The increasing integration of AI into customer service, especially through chatbots, represents a significant shift in how companies interact with their customers. Given Morocco’s growing digitalization and the strategic importance of customer loyalty, it is critical to understand how consumers perceive and interact with these technologies. To achieve this, the study used a qualitative research method of semi-structured interviews to investigate consumers’ perceptions, interaction behaviours, and challenges with chatbot usage. …