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2025

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Acad10 And Acad11 Enable Mammalian 4-Hydroxy Acid Lipid Catabolism, Edrees H Rashan, Abigail K Bartlett, Jingying Zhang, Andrew J Smith, Zakery N Baker, Patrick Forny, Peng Yuan, David J Pagliarini, Et Al. Sep 2025

Acad10 And Acad11 Enable Mammalian 4-Hydroxy Acid Lipid Catabolism, Edrees H Rashan, Abigail K Bartlett, Jingying Zhang, Andrew J Smith, Zakery N Baker, Patrick Forny, Peng Yuan, David J Pagliarini, Et Al.

2020-Current year OA Pubs

Fatty acid β-oxidation is a central catabolic pathway with broad health implications. However, various fatty acids, including 4-hydroxy acids (4-HAs), are largely incompatible with β-oxidation machinery before being modified. Here we reveal that two atypical acyl-CoA dehydrogenases, ACAD10 and ACAD11, drive 4-HA catabolism in mice. Unlike other ACADs, ACAD10 and ACAD11 feature kinase domains that phosphorylate the 4-hydroxy position as a requisite step in converting 4-hydroxyacyl-CoAs into conventional 2-enoyl-CoAs. Through cryo-electron microscopy and molecular modeling, we identified an atypical dehydrogenase binding pocket capable of accommodating this phosphorylated intermediate. We further show that ACAD10 is mitochondrial and necessary for catabolizing shorter-chain …


Aberrant Expression Of Nuclear Prothymosin Α Contributes To Epithelial-Mesenchymal Transition In Lung Cancer, Liyun Chen, Chung-Teng Wang, Jia-Ming Chang, Ai-Li Shiau, Gia-Shing Shieh, Yau-Lin Tseng, Yi-Ting Yen, Tang-Hsiu Huang, Li-Hsin Cheng, Yu-Chih Wu, Chao-Liang Wu, Bing-Hua Su, Pensee Wu Sep 2025

Aberrant Expression Of Nuclear Prothymosin Α Contributes To Epithelial-Mesenchymal Transition In Lung Cancer, Liyun Chen, Chung-Teng Wang, Jia-Ming Chang, Ai-Li Shiau, Gia-Shing Shieh, Yau-Lin Tseng, Yi-Ting Yen, Tang-Hsiu Huang, Li-Hsin Cheng, Yu-Chih Wu, Chao-Liang Wu, Bing-Hua Su, Pensee Wu

2020-Current year OA Pubs

Elevated expression of prothymosin α (ProT) is frequently observed in cancers, but the underlying molecular mechanism remains poorly understood. Here, we report the clinical relevance of ProT expression and its correlation with lung cancer progression. We have shown that ProT was highly expressed in early-stage lung cancer, exhibiting nuclear localization; on the contrary, a loss of nuclear ProT expression was detected in late-stage tumor specimens. Furthermore, the expression of nuclear ProT impaired lung cancer cell migration, suppressed TGF-β-induced epithelial-to-mesenchymal transition (EMT)-associated transcription factor expression, and inhibited in vivo tumor metastasis. The suppressive effect of ProT was further found to trigger …


Characterization Of A Mouse Model Of Osteoarticular Infection Using Clinical Isolates Of Staphylococcus Aureus, Philip M Roper, Jessica Beetner, Jennifer L Davis, Christine Shao, Jason Zhang, Linda Cox, Nitin Kumar Pokhrel, James E Cassat, Javier Rangel-Moreno, Gowrishankar Muthukrishnan, Deborah J Veis Sep 2025

Characterization Of A Mouse Model Of Osteoarticular Infection Using Clinical Isolates Of Staphylococcus Aureus, Philip M Roper, Jessica Beetner, Jennifer L Davis, Christine Shao, Jason Zhang, Linda Cox, Nitin Kumar Pokhrel, James E Cassat, Javier Rangel-Moreno, Gowrishankar Muthukrishnan, Deborah J Veis

2020-Current year OA Pubs

Osteoarticular infection, most commonly due to


Prenatal Obsessive Beliefs Predict Postpartum Obsessive-Compulsive Symptoms: A Prospective Study, Jonathan S Abramowitz, Samantha N Hellberg, Janice Krasnow, Joseph B Friedman, Nicholas S Myers, Paul S Nestadt, Heidi J Ojalehto, Emily K Juel, Jack Samuels, Mary E Kimmel, Lauren M Osborne, Eric A Storch, Gerald Nestadt, Rashelle J Musci Sep 2025

Prenatal Obsessive Beliefs Predict Postpartum Obsessive-Compulsive Symptoms: A Prospective Study, Jonathan S Abramowitz, Samantha N Hellberg, Janice Krasnow, Joseph B Friedman, Nicholas S Myers, Paul S Nestadt, Heidi J Ojalehto, Emily K Juel, Jack Samuels, Mary E Kimmel, Lauren M Osborne, Eric A Storch, Gerald Nestadt, Rashelle J Musci

Faculty, Staff and Students Publications

This longitudinal study examined whether specific cognitive patterns during pregnancy predict postpartum obsessive-compulsive (OC) symptoms. A diverse sample of 256 women was assessed at 20 weeks of pregnancy (Time 1), 6 weeks postpartum (Time 2; n = 233), and 6 months postpartum (Time 3; n = 231). At each point, participants completed interview and/or self-report measures of OC symptoms, psychological distress, and obsessive beliefs (i.e., cognitive patterns related to OC symptoms). Postpartum OC symptoms were common, reported by 87.1 % at Time 2 and 74.5 % at Time 3. Stronger prenatal obsessive beliefs during pregnancy predicted greater postpartum OC symptom …


Lower Limb Muscle Strength Matters: Effect Of Relative Isometric Strength On Countermovement And Rebound Jump Performance In Elite Youth Female Soccer Players, Jack Fahey, Paul Comfort, Nicholas Joel Ripley Sep 2025

Lower Limb Muscle Strength Matters: Effect Of Relative Isometric Strength On Countermovement And Rebound Jump Performance In Elite Youth Female Soccer Players, Jack Fahey, Paul Comfort, Nicholas Joel Ripley

Research outputs 2022 to 2026

Background: Expression of maximal and rapid force in the hip, knee, and plantar flexors is important for athletic performance in female soccer. This study was designed to determine the effect of relative isometric strength in the isometric mid-thigh pull (IMTP) on countermovement jump (CMJ) and rebound jump (CMJ-R) performance in female youth soccer players. Methods: Ninety-six female soccer players (age: 14.1 ± 2.3 years, height: 160.5 ± 9.7 cm, mass: 55.0 ± 10.3 kg) completed three trials of the IMTP, CMJ, and CMJ-R using force plates. Players were categorized as stronger (top quartile, n = 19) and weaker players (bottom …


A Review Of Androctonus Of Iran, With Redescription Of A. Crassicauda (Olivier, 1807) And A. Orientalis (Birula, 1900) Stat. N., And Descriptions Of Four New Species (Scorpiones: Buthidae), Ersen A. Yağmur, František Kovařík, Victor Fet, Graeme Lowe, Mohammad Moradi, Farzaneh Kalami Aug 2025

A Review Of Androctonus Of Iran, With Redescription Of A. Crassicauda (Olivier, 1807) And A. Orientalis (Birula, 1900) Stat. N., And Descriptions Of Four New Species (Scorpiones: Buthidae), Ersen A. Yağmur, František Kovařík, Victor Fet, Graeme Lowe, Mohammad Moradi, Farzaneh Kalami

Euscorpius

No abstract provided.


Robust Ai Solutions For Financial Markets Through Generative Modeling, Dynamic Graph Learning, And Reinforcement-Based Portfolio Optimization, Jingyi Gu Aug 2025

Robust Ai Solutions For Financial Markets Through Generative Modeling, Dynamic Graph Learning, And Reinforcement-Based Portfolio Optimization, Jingyi Gu

Dissertations

Financial markets are inherently uncertain and dynamic, driven by complex factors such as macroeconomic signals, investor sentiment, and evolving inter-asset relationships. While machine learning has advanced financial modeling, existing approaches often fall short in addressing the real-world intricacies of finance. This dissertation confronts two critical challenges, human-driven stochasticity and risk-intensive decision-making under real-world trading constraints, while seizing a pivotal opportunity, the structural dynamics of evolving financial systems. These elements are foundational to advancing robust and practical financial intelligence.

To this end, this dissertation develops a unified framework for robust financial modeling and decision-making. The framework is architected as a progressive, …


Large-Scale Graph Algorithms And Applications With An Emphasis On Fintech Data, Fuhuan Li Aug 2025

Large-Scale Graph Algorithms And Applications With An Emphasis On Fintech Data, Fuhuan Li

Dissertations

Graph algorithms are essential analytical tools with applications spanning cybersecurity, biology, social media, and increasingly, financial technology (FinTech). The complex and interconnected nature of financial data, particularly in cryptocurrency networks, presents unique opportunities for graph-based analysis in fraud detection and anomaly identification.

This dissertation presents the design and implementation of scalable graph algorithms tailored for large-scale networks, with particular emphasis on FinTech applications. The primary contributions include: (1) novel cover-edge based triangle counting algorithms that significantly reduce computational overhead through breadth-first search preprocessing, achieving substantial speedups over traditional methods and dramatic communication reduction in distributed settings, (2) optimized parallel implementations …


Bodipy-Based Photocages For The Controlled Release Of Hydrogen Sulfide And Persulfides, Yanmei Li Aug 2025

Bodipy-Based Photocages For The Controlled Release Of Hydrogen Sulfide And Persulfides, Yanmei Li

Dissertations

Reactive sulfur species (RSS) such as hydrogen sulfide (H2S) and hydropersulfides (RSSH) are crucial mediators in a variety of physiological and pathological processes. Their regulatory roles span from maintaining cellular redox balance to influencing signaling pathways critical for homeostasis and stress responses. This dissertation investigates H2S and RSSH as biologically important molecules and explores the development of boron-dipyrromethene (BODIPY)-based photocages for its controlled, light-triggered release. Given H2S and RSSH's critical role in redox regulation and cellular protection, achieving spatiotemporal control over its delivery is essential for both therapeutic and research applications. BODIPY scaffolds offer favorable photophysical properties, including visible-light activation …


Reduced Order Models Of Hydrodynamically Interacting Flapping Wings, Jose Pabon Aug 2025

Reduced Order Models Of Hydrodynamically Interacting Flapping Wings, Jose Pabon

Dissertations

Fish schools exhibit a collective behavior and self-organization that is mediated by hydrodynamic interactions between individual fish. However, the long-time evolution of hydrodynamically interacting collectives is challenging to investigate due to the persistent influence of long-lived vortical structures, and the high-resolution requirements of direct numerical simulation at large Reynolds numbers. Reduced-order models have therefore played an important role in theoretical investigations of collectives of swimming bodies. The main results detailed herein are several new reduced-order models of swimmers that self-propel by flapping, i.e., by executing a prescribed periodic rigid body motion. The models are extensions of a discrete-time dynamical system …


Optimizing Hip And Knee Assistance For Walking And Sit-To-Stand Transitions: An Intrinsic Muscle Mechanics Based Predictive Approach, Neethan Ratnakumar Aug 2025

Optimizing Hip And Knee Assistance For Walking And Sit-To-Stand Transitions: An Intrinsic Muscle Mechanics Based Predictive Approach, Neethan Ratnakumar

Dissertations

As the global population ages, the demand for wearable assistive technologies continues to rise, driven by their potential to enhance mobility and independence in older adults. Effectively designed controllers for lower-limb exoskeletons to assist sit-to-stand (STS) and walking are crucial for delivering efficient, safe, and comfortable assistance during daily activities. Traditionally, controller optimization involves biomechanical modeling and user-specific customization. Musculoskeletal simulations play a central role in this process by providing insights into human-exoskeleton interaction dynamics, thereby informing and refining control strategies.

This work presents a simulation-driven approach for developing exoskeleton controllers for walking and STS using two distinct methods: optimal …


Development And Implementation Of Novel Mass Spectrometric Methods For Metabolism Studies In Drug Discoveries, Huifang Yao Aug 2025

Development And Implementation Of Novel Mass Spectrometric Methods For Metabolism Studies In Drug Discoveries, Huifang Yao

Dissertations

The field of drug discovery has evolved significantly over the past few decades, with a growing emphasis on understanding the metabolic pathways and biotransformation processes that influence the pharmacokinetics and pharmacodynamics of drug candidates. Novel mass spectrometric methods have emerged as powerful tools in this domain, facilitating the comprehensive analysis of metabolic profiles and enabling the identification of metabolites with implications for safety, efficacy, and overall drug development. However, challenges remain in quantifying metabolic flux—an essential aspect of understanding drug action—particularly due to the limitations of traditional isotope kinetic assays, which often involve lengthy sample preparation and the use of …


Potential Biological Hazards In Health Clinics: Key Strategies For Enhancing Worker Safety In Malaysia, Subki Ahmad, Normah Awang, Ermie Abdull Hamid, Anuar Ithnin, Nurul Farahana Kamaludin, Noraizah Muhd Nor Aug 2025

Potential Biological Hazards In Health Clinics: Key Strategies For Enhancing Worker Safety In Malaysia, Subki Ahmad, Normah Awang, Ermie Abdull Hamid, Anuar Ithnin, Nurul Farahana Kamaludin, Noraizah Muhd Nor

Makara Journal of Health Research

Background: Biological hazards in health clinics may lead to acute or chronic health issues for healthcare workers. This study aims to identify potential biological hazards within health clinics, with a focus on the knowledge, attitude, and practice (KAP) of healthcare workers, in order to improve their safety.

Methods: Samples from environmental surfaces were collected and cultured to identify bacterial pathogens. A cross-sectional study involving 203 healthcare workers was conducted using a questionnaire derived from CDC-adapted guidelines. Descriptive analysis and multivariate regression were used to assess KAP.

Results: Bacterial growth was observed in all clinics. The Kruskal-Wallis Test …


Optimizing The Role Of Notaries In Digital Property Inheritance: A Comparative Legal Analysis, Tjhong Sendrawan, Rosa Agustina, Edmon Makarim, Arman Nefi, Josephine Rus Indra Sapti Ipfelkofer Aug 2025

Optimizing The Role Of Notaries In Digital Property Inheritance: A Comparative Legal Analysis, Tjhong Sendrawan, Rosa Agustina, Edmon Makarim, Arman Nefi, Josephine Rus Indra Sapti Ipfelkofer

Indonesia Law Review

One of the provisions in inheritance laws regarding the transfer of digital property after someone's death is a relatively new and evolving area of legal consideration. Inheritance laws were developed long before the widespread adoption of digital property, such as cryptocurrencies, non-fungible tokens (NFTs), online accounts, and other forms of digital property. As a result, existing inheritance laws often lack clear guidance on how to control the legal transfer of these digital assets upon the owner's death. This article aims to analyze the legal concept of digital property to be inherited and to provide solutions for current digital property inheritance …


Science And Superheroes: Um Researcher Speaks At Comic-Con, Clara Turnage Aug 2025

Science And Superheroes: Um Researcher Speaks At Comic-Con, Clara Turnage

University of Mississippi News

OXFORD, Miss. – Marine biologist Tamar Goulet has shared her love of science and curiosity in classrooms and professional conferences around the world. This summer, she joined George Lucas, Queen Latifah and Ryan Gosling to bring that love to the stages of San Diego Comic-Con International.


Contributions Of Adverse Childhood Experiences, Racism, Therapy And Health Habits To Cardiovascular Health In African American Adults, Tahra Chaunice Nobles Aug 2025

Contributions Of Adverse Childhood Experiences, Racism, Therapy And Health Habits To Cardiovascular Health In African American Adults, Tahra Chaunice Nobles

Doctoral Dissertations

This dissertation explores the impact of Adverse Childhood Experiences (ACEs), racism, health habits, and therapy engagement on cardiovascular disease (CVD) among Black adults. This study builds on the Biopsychosocial Model and Allostatic Load Theory to examine how trauma, racism, and health habits influence cardiovascular health outcomes in the African American population. Through a quantitative analysis, this study investigates whether ACEs, experiences of racism, engagement in health habits, and participation in therapy contribute to the development or mitigation of CVD in Black adults. A total of 83 participants were included in the study, with data collected on ACEs, the frequency of …


Compound-Specific Isotope Records Of Dust Provenance And Hydroclimate In The North Pacific And Marginal Seas Of East Asia: Integrating N-Alkane Δ13c And Δd With Standardized Analytical Frameworks, Julian W. Traphagan Aug 2025

Compound-Specific Isotope Records Of Dust Provenance And Hydroclimate In The North Pacific And Marginal Seas Of East Asia: Integrating N-Alkane Δ13c And Δd With Standardized Analytical Frameworks, Julian W. Traphagan

LSU Doctoral Dissertations

This dissertation presents advancements in compound-specific isotope analysis (CSIA) through methodological innovation and paleoclimate reconstruction in Central and East Asia. Utilizing plant wax n-alkanes from International Ocean Discovery Program (IODP) and Ocean Drilling Program (ODP) sediment cores, this research reconstructs atmospheric circulation shifts responding to tectonic evolution and climate transitions since the Late Miocene.

Chapter 1 investigates hydrogen isotope compositions (δDwax) from IODP U1430 (Sea of Japan), ODP 886, and ODP 1208 (North Pacific) to trace dust provenance and hydroclimate changes since ~13 Ma. Results reveal persistently segmented source-to-sink systems: the Sea of Japan dominated by westerly …


The Effect Of Maternal Diet On Neonatal Jaundice: A Case-Control Study, Marzieh Mahdipoor, Alireza J. Motlagh, Hamid S. Baghbanan, Mahmood Bakhtiyari, Zohreh Khodaii, Sara E. Saeieh Aug 2025

The Effect Of Maternal Diet On Neonatal Jaundice: A Case-Control Study, Marzieh Mahdipoor, Alireza J. Motlagh, Hamid S. Baghbanan, Mahmood Bakhtiyari, Zohreh Khodaii, Sara E. Saeieh

Sultan Qaboos University Medical Journal

Objectives: This study aims to investigate the influence of dietary heat intensity in maternal diets on the incidence of neonatal jaundice. Specifically, we examine whether maternal consumption of "dietary heat intensity" foods affects neonatal bilirubin levels, while controlling for potential demographic and obstetric confounding factors. Methods: This retrospective case-control study was conducted between October 2023 and September 2024. The study population consisted of mothers and their newborns attending healthcare centers in Alborz Province, Iran. Based on predefined inclusion and exclusion criteria, 152 newborns were enrolled, comprising 75 non-jaundiced and 77 jaundiced infants. Data were collected using an information-gathering form and …


Not Colorblind, Kimberly West-Faulcon Aug 2025

Not Colorblind, Kimberly West-Faulcon

Northwestern University Law Review

This Essay criticizes the use of the term “colorblind” in reference to attacks on racial diversity, equity, and inclusion (DEI) policies. It argues it is inapt and unconscionably obtuse to use colorblindness terminology to selectively target inclusion-motivated race consciousness for automatic illegality. The Essay’s central project is to examine claims underlying attacks on racial inclusion policies such as the Students for Fair Admissions, Inc. v. President and Fellows of Harvard College lawsuit to expose the legal endgame that anti-DEI forces seek to make a centerpiece of America’s future. In so doing, it surfaces the differential scrutiny of race consciousness …


Utilizing Simulation Training To Understand Maternal Cardiac Arrest Precipitated By Amniotic Fluid Embolism: A Quality Improvement Project, Erica L. Wright, Megan L. Tiernan, Michael W. Neft, Paige Spagiare, Erica Coffin Aug 2025

Utilizing Simulation Training To Understand Maternal Cardiac Arrest Precipitated By Amniotic Fluid Embolism: A Quality Improvement Project, Erica L. Wright, Megan L. Tiernan, Michael W. Neft, Paige Spagiare, Erica Coffin

Doctor of Nurse Anesthesia Practice (DNAP) Manuscripts

Background and Problem: Maternal cardiac arrest precipitated by amniotic fluid embolism is among the leading direct causes of death among laboring women (Enomoto et al., 2022). Because it presents suddenly without any immediate apparent cause and lacks specific diagnostic tests, frontline obstetric caregivers must be vigilant, competent, and prepared to handle this potentially catastrophic emergency. Coordination among multiple disciplines is paramount since two lives, not just one, are at risk. Unfortunately, the rarity of maternal cardiac arrest significantly limits opportunities for staff to learn how to identify and manage these events successfully. Method: This quality improvement project established a simulation-based …


Native Spaces: The Struggle For Colleges To Incorporate Native Frameworks Into Curriculums, Eleanor A. Gelb Aug 2025

Native Spaces: The Struggle For Colleges To Incorporate Native Frameworks Into Curriculums, Eleanor A. Gelb

Honors Scholar Theses

Out of the thousands of universities in America, there are only thirty-seven Native American Serving Nontribal Institutions (NASNTIs), schools with ten percent or more of the total student population being of Native American descent. While many typical American colleges offer courses on Native American history for students with Native American studies majors and minors, the students involved in these programs are often taught through the lens of traditional schooling, which negates the full effectiveness of these classes. Native leaders across the country are pushing for Native frameworks to be adopted by universities so that past and contemporary Native histories may …


Exploring Potential Impacts Of Polyethylene Mesh And Polypropylene Rope Leachate On Bay Scallop (Argopecten Irradians) Survival And Growth, Katherine R. Johnson Aug 2025

Exploring Potential Impacts Of Polyethylene Mesh And Polypropylene Rope Leachate On Bay Scallop (Argopecten Irradians) Survival And Growth, Katherine R. Johnson

Graduate Masters Theses

The bay scallop (Argopecten irradians), a commercially and ecologically significant bivalve along the Eastern coast of the United States, has faced severe population declines due to various anthropogenic impacts. At the same time, the proliferation of plastics, particularly in maritime industries, has introduced new threats to marine environments through both physical pollution and chemical leaching. This study aimed to assess the acute toxicological effects of leachates from two commonly used plastic products, polyethylene Netron and polypropylene rope, on A. irradians larvae. Experiments were conducted in June–July 2023 at the Nantucket Shellfish Hatchery. Leachates were prepared by incubating 0.5, …


Identifying Novel Fibrotic Mechanisms Underlying Treatment-Resistant Lower Urinary Tract Dysfunction, Quentin Darcy Aug 2025

Identifying Novel Fibrotic Mechanisms Underlying Treatment-Resistant Lower Urinary Tract Dysfunction, Quentin Darcy

Graduate Doctoral Dissertations

ABSTRACT

IDENTIFYING NOVEL FIBROTIC MECHANISMS UNDERLYING TREATMENT-RESISTANT LOWER URINARY TRACT DYSFUNCTION

August 2025

Quentin D’Arcy, B.S., University of Massachusetts Amherst

Ph.D., University of Massachusetts Boston

Directed by Dr. Jill Macoska

Lower urinary tract dysfunction (LUTD) is a common, age-related disease that affects millions of men over the age of 50. Current treatment for this and other related prostate diseases concentrate on decreasing benign prostate growth and relaxing smooth muscle contractions to alleviate urinary voiding symptoms. However, up to 45% of patients with LUTD are treatment-resistant and require surgical intervention to resolve prostate issues. By focusing on the contribution of inflammation-derived …


Design And Development Of A Standalone Digital Holographic Microscope Employing Phase-Driven Reconstruction And Classification For Biomedical Imaging And Optical Diagnostics, Charlotte Kyeremah Aug 2025

Design And Development Of A Standalone Digital Holographic Microscope Employing Phase-Driven Reconstruction And Classification For Biomedical Imaging And Optical Diagnostics, Charlotte Kyeremah

Graduate Doctoral Dissertations

Access to advanced biomedical imaging technologies remains a significant challenge in resource-limited settings, especially for early disease detection and monitoring of diseases such as malaria, HIV, and other blood-borne diseases. Although point-of-care (POC) devices have gained popularity in global health, many rely on antibody-based tests, lateral flow strips, or optical readouts that often lack quantitative capabilities, sensitivity to early infections, or versatility in different diagnostic targets. In addition, these systems are typically dependent on disposable reagents or manual interpretation, which limits their effectiveness in remote areas. Digital Holographic Microscopy (DHM) presents a promising alternative as a label-free imaging method capable …


Low-Cost Cutaneous Protoporphyrin Ix (Ppix) Detection (Cpd) Device For Follow-Up Monitoring Of Patients After Photodynamic Therapy, Md Asaduzzaman Rasel Aug 2025

Low-Cost Cutaneous Protoporphyrin Ix (Ppix) Detection (Cpd) Device For Follow-Up Monitoring Of Patients After Photodynamic Therapy, Md Asaduzzaman Rasel

Graduate Masters Theses

Background: Photodynamic Therapy (PDT) utilizes specific wavelengths of light to activate photosensitizing chemical compounds, known as photosensitizers, which induce the generation of cytotoxic reactive oxygen species (ROS) for the targeted destruction of cancer cells. Among various photosensitizers for PDT, Protoporphyrin IX (PpIX) is widely employed in oncology and dermatology due to its natural in situ generation via the metabolic conversion of 5- aminolevulinic acid (ALA), a non-phototoxic prodrug. Systemic administration of ALA after 3-6 hr drug delay leads to peak PpIX accumulation in tissues, facilitating therapeutic and diagnostic applications. However, PpIX can persist in the skin for 24–48 hours post-treatment, …


Sugar: A Sequence Unfolding Based Transformer Model For Group Activity Recognition, Yash U. Gondkar Aug 2025

Sugar: A Sequence Unfolding Based Transformer Model For Group Activity Recognition, Yash U. Gondkar

Graduate Masters Theses

Large Language Models have improved significantly in the past couple of years due to the adoption of transformers. However, transformers still find it challenging to process videos due to limited context size caused by their quadratic computing cost. Therefore, we studied a booming field in machine learning which powers applications like social scene analysis and video surveillance systems called Group Activity Recognition (GAR). We found that recent models were able to achieve more than 90% accuracy on popular datasets like the Volleyball dataset, however, it turned out that even they relied on transformers.

Therefore, in this work, we developed a …


On Being The Only: Using Black Feminist Thought And Hermeneutic Phenomenology To Deeply Understand Onliness As Experienced By Black Women In Stem, Karen M. Jarvis-Thorne, Karen M. Jarvis-Thorne Aug 2025

On Being The Only: Using Black Feminist Thought And Hermeneutic Phenomenology To Deeply Understand Onliness As Experienced By Black Women In Stem, Karen M. Jarvis-Thorne, Karen M. Jarvis-Thorne

Graduate Doctoral Dissertations

When a Black woman persists in a STEM undergraduate academic space as the only Black woman in that space, how is she shaped as a human being? How does she fare? How does the experience influence her decision making as she contemplates graduate school applications? Does the experience guide her decision to stay or leave STEM? In this study, the author used Black Feminist Thought to provide cultural and critical oversight of her engagement with Hermeneutic Phenomenology. Hermeneutic Phenomenology requires this oversight because the methodology’s theoretical foundations are grounded in Heidegger’s Nazism and should be critiqued if and when appropriate …


Multimodal Learning In Real-World Application: Enhancing Feature Representation And Training Strategies, Nana Lin Aug 2025

Multimodal Learning In Real-World Application: Enhancing Feature Representation And Training Strategies, Nana Lin

Graduate Doctoral Dissertations

Multimodal learning has emerged as a critical paradigm for developing intelligent systems that can understand and reason across diverse inputs such as images, text, and audio data. Despite significant advances, effective deployment of multimodal models in practice remains a challenging task. This dissertation explores how multimodal learning can be effectively applied to high-stakes, real-world scenarios, with a focus on enhancing feature representation and training efficiency. Specifically, this research investigates multimodal learning strategies in two key domains: healthcare and surveillance.

In the healthcare domain, we explored the data fusion and alignment approaches for cognitive decline diagnoses. First, we propose the LOVEMA …


The Association Between Irregular Sleep Patterns And Learning Outcomes: Implications For Students’ Health In Iraq, Hazhmat Ali, Dildar Haji Musa, Ary Habeeb Mohammed, Hiwa Abdulraheem, Sherzad Salahadeen, Alind Mustafa Aug 2025

The Association Between Irregular Sleep Patterns And Learning Outcomes: Implications For Students’ Health In Iraq, Hazhmat Ali, Dildar Haji Musa, Ary Habeeb Mohammed, Hiwa Abdulraheem, Sherzad Salahadeen, Alind Mustafa

Makara Journal of Health Research

Background: Students often exhibit irregular sleep patterns due to rigorous academic workloads, which exert a considerable negative impact on their mental health. The present study aims to investigate the influence of irregular sleep on academic performance.

Methods: This study recruited a cohort of 409 medical students of both genders. Upon their consent, participants filled out a closed-ended questionnaire on various sleep parameters, including sleep habits, duration, and environment.

Results: Students with irregular sleep patterns reported higher rates of sleep deprivation, late sleep onset, and troubled sleep. Moreover, they spent a longer duration using smart devices before bedtime …


Cooling Protocols Impact On Nickel-Titanium Rotary Instruments Cyclic Fatigue Resistance Under Extreme Curvatures And Sodium Hypochlorite, Palak Ravjibhai Ranparia, Chintan Joshi, Mona Somani, Aashray Patel, Urooj Desai, Janki Prajapati Aug 2025

Cooling Protocols Impact On Nickel-Titanium Rotary Instruments Cyclic Fatigue Resistance Under Extreme Curvatures And Sodium Hypochlorite, Palak Ravjibhai Ranparia, Chintan Joshi, Mona Somani, Aashray Patel, Urooj Desai, Janki Prajapati

Journal of Dentistry Indonesia

Objective: In this work, Hyflex CM, TruNatomy, and Plex V heat-treated nickel titanium rotary instruments were evaluated at body temperature (36 °C ± 1 °C) with and without a cooling protocol to assess the cyclic fatigue resistance. Methods: A 90° curved stainless-steel block was used for cyclic fatigue tests on 60 randomly selected rotary instruments, divided into two groups of 30: body temperature (n = 10) and body temperature with cooling (n = 10). Instruments were further subdivided into 6 groups of 3 different instruments. Cooling protocol group instruments received 5-second spray cooling every 30 seconds, along with continuous 5% …