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Temporal Graph Networks With Dynamic Mode Decomposition For Iomt Threat And Risk Detection, Thinh Pham Aug 2026

Temporal Graph Networks With Dynamic Mode Decomposition For Iomt Threat And Risk Detection, Thinh Pham

OneUSF Summer Undergraduate Research Symposium

The growing use of interconnected medical devices expands the attack surface of healthcare networks and creates the possibility that a compromise affecting one device, gateway, or communication channel may propagate through connected systems, producing cascading operational and patient-safety consequences. This research investigates whether temporal graph learning can improve intrusion detection and dynamic cyber-risk assessment in Internet of Medical Things networks. A Temporal Graph Network represents network flows as time-ordered interactions between communicating devices, uses each interaction to update their evolving behavioral profiles. The model jointly supports attack-type classification, anomaly detection, and dynamic risk scoring. The design also explores Dynamic Mode …

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An Information Processing Framework For Lean Intervention Design In Nonprofit Food Bank Operations, Thanh Danh Nguyen Aug 2026

An Information Processing Framework For Lean Intervention Design In Nonprofit Food Bank Operations, Thanh Danh Nguyen

OneUSF Summer Undergraduate Research Symposium

Nonprofit food banks rely on rotating, minimally trained volunteers to make complex food sorting decisions, yet lean operations research rarely accounts for the cognitive limits these volunteers face on their first shift. This study proposes a Volunteer Information Processing Framework, grounded in memory and cognitive load theory, arguing that sorting errors stem from an “encoding gap”: volunteers have no prior long-term memory of category or expiration rules and must decide from scratch under working-memory constraints. Combining literature synthesis with field observation at Feeding Tampa Bay, the study evaluates two zero-cost interventions, dedicated group sorting and laminated visual guides, as external …

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Digitizing An Assessment Protocol To Screen Bilingual Children For Developmental Language Disorder Risk, Ava De La Cruz, Anna Soares M.S., M. Adelaida Restrepo Phd Aug 2026

Digitizing An Assessment Protocol To Screen Bilingual Children For Developmental Language Disorder Risk, Ava De La Cruz, Anna Soares M.S., M. Adelaida Restrepo Phd

OneUSF Summer Undergraduate Research Symposium

By integrating technology into assessment protocols, administration becomes more streamlined and scores become quicker to calculate. It opens doors for portable evaluations and data, efficient result analysis, and easily searchable records. To take advantage of these benefits, this project developed a digital version of the form used in the Spanish Screener for Language Impairment in Children (SSLIC). SSLIC screens Spanish-English bilingual children for the risk of DLD, utilizing subtests focused on morphology, sentence repetition, and other language-specific measures. Through the survey and database management tool REDCap, each section of SSLIC’s protocol was converted into a digital survey for researchers to …

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Open-Source Software For Computing Code Automorphisms, Mateo Fernandez-Tyson, Gianna Baker Aug 2026

Open-Source Software For Computing Code Automorphisms, Mateo Fernandez-Tyson, Gianna Baker

OneUSF Summer Undergraduate Research Symposium

An error-correcting code is a mathematical structure that models the flow of information through a noisy communication channel and seeks to mitigate errors through redundancy. These codes have a wide range of uses spanning from satellite transmissions to cryptographically secure communication schemes. An automorphism of a code is a permutation of the coordinate positions that preserves the code, and these symmetries are useful in helping to answer questions of code equivalence, classification, and decoding. Our work focuses on implementing and testing algorithms for code automorphism computation using GAP and the GUAVA package. We present an efficient algorithm for generating all …

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Ladbench: A Benchmark For Logical Fault Detection In Images, Sahasra Kondapalli, Lara Radovanovic, Mingyang Mao, Aadi Palnitkar Aug 2026

Ladbench: A Benchmark For Logical Fault Detection In Images, Sahasra Kondapalli, Lara Radovanovic, Mingyang Mao, Aadi Palnitkar

OneUSF Summer Undergraduate Research Symposium

Large Vision Language Models (VLMs) excel at visual question answering and semantic grounding, but their capacity for autonomous logical reasoning remains underexplored. Existing anomaly benchmarks emphasize visual errors or direct prompting rather than the physical and social common sense needed for open-world deployment. To address this, we introduce LAD-bench, a benchmark of more than 1,000 curated synthetic images with logical anomalies across four domains: Residential, Urban, Collaborative, and Nature. We further propose a Tiered Prompting Protocol based on progressive disclosure, which measures how much explicit assistance a model needs to localize and reason about a logical fault. Evaluating leading foundation …

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Computational Modeling Of Electrospinning For Predicting Nanofiber Fabrication And Process Optimization, Jadon J. Orr, Rhidita Rahman Khan Aug 2026

Computational Modeling Of Electrospinning For Predicting Nanofiber Fabrication And Process Optimization, Jadon J. Orr, Rhidita Rahman Khan

OneUSF Summer Undergraduate Research Symposium

Electrospinning is a widely used Fabrication technique for producing continuous polymeric nanofibers with application in designing more efficient optoelectronic devices, sensors, producing filtration systems, wound healing, tissue regeneration, drug delivery , forming advanced  functional nanomaterial structures. The successful formation of electro-spun fibers depends on complex interaction among polymer concentration, solution viscosity, molecular chain entanglement, solvent properties, applied voltage, tip-collector-distance, and solution flow rate. Determining the optimum electrospinning condition traditionally achieved through repeated experimental trial and error, makes the process time consuming, costly, and difficult to reproduce across different polymer-solvent systems. Developing computational tools capable of predicting fiber formation can significantly …

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Oaat: Omla-Like Approach Against Tlglock​, Antonio P. Ruiz, Joshua N. Lam Aug 2026

Oaat: Omla-Like Approach Against Tlglock​, Antonio P. Ruiz, Joshua N. Lam

OneUSF Summer Undergraduate Research Symposium

Due to the rise of outsourced chip manufacturing, methods to protect chip designs and Intellectual Property (IP) are necessary to prevent theft and piracy by malicious actors within these intermediate firms. One such method is Logic Locking (LL), which adds circuitry that “locks” the design with a key so that the circuit only gives the correct output when provided with the correct key. The development of various attacks have allowed older LL methods, which rely on changing the placement policy of XOR/XNOR or MUX key-gates, to be broken. A newer LL solution to address this problem is TLGLock, which simplifies …

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Smartphone-Based Profiling Of Industrial Control Systems Using Magnetic Side Channels, Michelle Mcaveety, Rylan Pietras, Robert Karam Aug 2026

Smartphone-Based Profiling Of Industrial Control Systems Using Magnetic Side Channels, Michelle Mcaveety, Rylan Pietras, Robert Karam

OneUSF Summer Undergraduate Research Symposium

Industrial Control Systems (ICS) have increasingly been subject to malicious cyber attacks, thus threatening the operational safety, stability, and reliability of critical infrastructure. While existing research has utilized electromagnetic, timing, and audiovisual side channels for ICS attacks, the offensive utility of magnetic side channels in these environments has yet to be explored. Utilizing the magnetometers present in modern-day smartphones, the magnetic fields produced by the Programmable Logic Controller (PLC), Human-Machine Interface (HMI), Linear Actuator Controller, and AC-to-DC Power Converter are recorded. Magnetic field data then undergoes signal processing coupled with machine learning classification on extracted feature vectors to determine the …

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Side-Channel Protection Through Threshold Implementation: A Case Study Of Poseidon, Siddhartha Tamma, Madison Daniella Eissayou Aug 2026

Side-Channel Protection Through Threshold Implementation: A Case Study Of Poseidon, Siddhartha Tamma, Madison Daniella Eissayou

OneUSF Summer Undergraduate Research Symposium

As systems grow complex, side-channel attacks pose severe threats by exploiting physical leakage, including power consumption, timing variations, and electromagnetic emissions, to infer sensitive data. To counter this, threshold implementations mask sensitive data by splitting it into randomized shares and performing intermediate computations so that no individual share reveals meaningful information. We aim to achieve a side-channel resistant architecture that eliminates statistical leakage across millions of evaluation traces. To minimize hardware overhead on the FPGA, we can time-multiplex a single protected S-box core across the cipher’s partial rounds. By decomposing the non-linear x^5 operation into cascading steps, we also aim …

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Seabirds In 3d: A Framework To Evaluate Collision Vulnerability With Future Offshore Wind Developments In The California Current System, Stephanie R. Schneider, Eli Wallach, Charles Chamberlin, David G. Ainley, Scott B. Terrill, Sharon H. Kramer, R. Glenn Ford, Janet Casey, Jarrod A. Santora, Lisa T. Ballance, Sophie B. Bernstein, Sadie Trush, Arne Jacobson Aug 2026

Seabirds In 3d: A Framework To Evaluate Collision Vulnerability With Future Offshore Wind Developments In The California Current System, Stephanie R. Schneider, Eli Wallach, Charles Chamberlin, David G. Ainley, Scott B. Terrill, Sharon H. Kramer, R. Glenn Ford, Janet Casey, Jarrod A. Santora, Lisa T. Ballance, Sophie B. Bernstein, Sadie Trush, Arne Jacobson

Marine Ornithology

Since the 1970s, numerous vessel and aerial surveys of marine birds, covering many thousands of square kilometers, have been conducted in the California Current System (CCS), providing insights into seabirds' horizontal (2D) diversity and abundance, including the identification of “hotspots.” Addressing knowledge gaps regarding seabird distribution patterns from a 3D (vertical) perspective, however, will be required if California (CA) is to use offshore wind (OSW) facilities to assist in reaching the state's 2045 renewable energy goals. Such an analysis will allow seabirds' vertical distribution to be considered when assessing potential OSW impacts, as collision vulnerability is greatest for birds flying …

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Behavioral Insights Into The Galapagos Penguin Spheniscus Mendiculus: A Day In His Life—An Ethological Portrait., Jonathan Cueva, Wilson Iñiguez, Gregory Marshall, Christian Sevilla, Andrea Coloma, Lorena Venegas, Gustavo Jiménez-Uzcátegui Aug 2026

Behavioral Insights Into The Galapagos Penguin Spheniscus Mendiculus: A Day In His Life—An Ethological Portrait., Jonathan Cueva, Wilson Iñiguez, Gregory Marshall, Christian Sevilla, Andrea Coloma, Lorena Venegas, Gustavo Jiménez-Uzcátegui

Marine Ornithology

The Galapagos Penguin Spheniscus mendiculus, endemic to the Galápagos Archipelago, faces increasing ecological pressures threatening its population. This study aimed to characterize its daily behavioral patterns to better understand its adaptations and vulnerability to ecosystem changes. In one breeding locality, the Marielas Islets, we mounted a Crittercam on a male penguin to assess interactions with its mate and its behavior over a 24-hr period. Behaviors were classified as Diving, Foraging, Grooming, Intraspecific Interaction, Interspecific Interaction, Loafing, Prospecting, Resting, Surface Dipping, and Swimming. We analyzed behavioral data using chi-square tests and transition heat-maps. Results revealed predominantly surface behaviors—Prospecting (41.2% of …

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Seabirds As Ecosystem Engineers: Providing Arthropod Habitat On Oceanic Islands., Kanon Mizukoshi, Kazuto Kawakami, Takashi Kamijo Aug 2026

Seabirds As Ecosystem Engineers: Providing Arthropod Habitat On Oceanic Islands., Kanon Mizukoshi, Kazuto Kawakami, Takashi Kamijo

Marine Ornithology

Seabirds play several important ecological roles on oceanic islands through their high-density breeding. Their ecosystem functions—such as nutrient cycling through excretion or terrestrial vegetation disturbance through trampling—are well known; however, little is known of their roles as ecosystem engineers. Nests and burrows can be densely concentrated in seabird colonies, by which seabirds can affect adjacent terrestrial ecosystems, especially affecting arthropods that use these structures as food or habitats. However, studies investigating the species composition of arthropods that inhabit seabird nests are limited. To characterize the arthropod faunas in seabird nests, this study surveyed and analyzed 90 nests of three seabird …

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Comparing Counts Made From Drone-Based And Boat-Based Photography For Surveying Thick-Billed Murre Uria Lomvia Cliff Colonies., Ewan Macdonnell, Sarah E. Gutowsky, Kyle H. Elliott Aug 2026

Comparing Counts Made From Drone-Based And Boat-Based Photography For Surveying Thick-Billed Murre Uria Lomvia Cliff Colonies., Ewan Macdonnell, Sarah E. Gutowsky, Kyle H. Elliott

Marine Ornithology

Surveys of cliff-nesting seabirds from sea level or ground level often miss individuals hidden by topography, leading to underestimates of abundance. Thick-billed Murres Uria lomvia are especially challenging to survey accurately due to their dense nesting on vertical cliff ledges in remote northern regions. In Canada, updated colony surveys are needed, as currently used population estimates, done from boats, are outdated. Drones offer better vantage points and may reduce availability bias (i.e., the proportion of birds present but not visible), but direct comparisons with boat-based counts are essential. We compared murre counts from drone- and boat-based photographs of six vertical …

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Predicting Suitable Marine Habitat For Pink-Footed Shearwaters Ardenna Creatopus In The Waters Along The Pacific Coast Of Canada., Sonya A. Pastran, Patrick D. O’Hara, Kenneth H. Morgan, Caroline H. Fox, W. Eric Gross Aug 2026

Predicting Suitable Marine Habitat For Pink-Footed Shearwaters Ardenna Creatopus In The Waters Along The Pacific Coast Of Canada., Sonya A. Pastran, Patrick D. O’Hara, Kenneth H. Morgan, Caroline H. Fox, W. Eric Gross

Marine Ornithology

Anthropogenic activities are threatening global marine ecosystems, with seabirds representing a vulnerable group that has experienced pronounced population declines in recent decades. The ability to identify important marine areas for vulnerable seabirds is fundamental to conservation initiatives. The Pink-footed Shearwater Ardenna creatopus (listed as Endangered in Canada) breeds only in Chile, but during the non-breeding season, it ranges northward to waters off Canada's Pacific coast and the northern Gulf of Alaska. Using at-sea survey data spanning from 1992 to 2019, we examined the relationship between the species' distribution and environmental variables using a two-step generalized additive model approach. Cross-validation with …

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Seasonal Variation In Trophic Niche And Resource Use In Great Black-Backed Gulls Larus Marinus., Samuel Langlois Lopez, Nina J. O’Hanlon, Jared Wilson, Rona A. R. Mcgill, Francis Daunt, Elizabeth A. Masden Aug 2026

Seasonal Variation In Trophic Niche And Resource Use In Great Black-Backed Gulls Larus Marinus., Samuel Langlois Lopez, Nina J. O’Hanlon, Jared Wilson, Rona A. R. Mcgill, Francis Daunt, Elizabeth A. Masden

Marine Ornithology

Seabirds experience variable extrinsic and intrinsic pressures throughout the annual cycle that affect their ability to forage. Consequently, their foraging strategies may vary between breeding and non-breeding seasons due to the constraints of central-place foraging during the former. Here, we studied a population of a generalist seabird, the Great Black-backed Gull Larus marinus, breeding at a colony on the Isle of May, Scotland. We quantified seasonal variation in sexual segregation, trophic position, trophic niche width, and resource use by examining stable isotopes in feathers collected from adults. We found no sexual segregation, but we detected population- and individual-level shifts …

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Full Issue 20.1 Jul 2026

Full Issue 20.1

Genocide Studies and Prevention: An International Journal

No abstract provided.

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Arts & Literature: Playing At Lemkin's House, Connie Winston Jul 2026

Arts & Literature: Playing At Lemkin's House, Connie Winston

Genocide Studies and Prevention: An International Journal

No abstract provided.

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Genocide By Algorithm In Gaza: Artificial Intelligence, Countervailing Responsibility, And The Corruption Of Public Discourse, Branislav Radeljić Jul 2026

Genocide By Algorithm In Gaza: Artificial Intelligence, Countervailing Responsibility, And The Corruption Of Public Discourse, Branislav Radeljić

Genocide Studies and Prevention: An International Journal

The accelerating militarization of artificial intelligence (AI) has transformed the ethics, politics, and governance of warfare. This article interrogates how AI-driven targeting systems function as epistemic infrastructures that classify, legitimize, and execute violence, using Israel’s conduct in Gaza as a paradigmatic case. Building on interdisciplinary debates in security studies, critical technology studies, and international law, the paper advances the concept of "genocide by algorithm"—a mode of technologically mediated extermination in which opaque computational systems automate and rationalize mass violence. The study argues that these systems collapse distinctions between military and civilian targets, and between intentional and accidental harm, thereby eroding …

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Leveraging Compliance With Infection Control Policies Among Healthcare Workers In A Multi-Hospital System, Lauren R. Mcconnell, Ethan C. Anthony, Lauren R. Selent Jul 2026

Leveraging Compliance With Infection Control Policies Among Healthcare Workers In A Multi-Hospital System, Lauren R. Mcconnell, Ethan C. Anthony, Lauren R. Selent

OneUSF Undergraduate Research Conference

Despite the national push, healthcare workers compliance with Standard Precautions (SP) and Transmission-Based Precautions show significant gaps in both understanding and implementation.1 The conundrum of hospital nosocomial infections obfuscates the threat to patient safety.2 The purpose of this study is to examine staff compliance with infection control policies by infection type within a multi-hospital system. A quantitative, causal-comparative design was used to identify differences across groups. The independent variable was the ‘type of isolation’ assigned by the infection control practitioner. The dependent variables were staff adherence to the infection control policies including: 1) Isolation sign on patient’s door ; 2) …

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Leveraging The Patient Experience: Satisfaction With Hospital Food Services, Daniel Hansen Harwin, Lauren Rae Selent, Lauren Reilly Mcconnel Jul 2026

Leveraging The Patient Experience: Satisfaction With Hospital Food Services, Daniel Hansen Harwin, Lauren Rae Selent, Lauren Reilly Mcconnel

OneUSF Undergraduate Research Conference

Patients want and expect better health care services than they did in the past. Within hospitals, consumption of proper nutrition is vital. Patients and nutrition share a unique relationship that is essential for health, this connection is complex including important variables such as food quality. This study examined how patients’ satisfaction with food differed by clinical units. Initially, a MANOVA was conducted. For significant findings ANOVA contrasts were conducted on each dependent variable. The independent variables are the individual clinical units to which the patients were admitted. The dependent variables were the patients' responses to survey questions including: 1) There …

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Business Incubation And The Role That It Plays In The Future Economic And Financial Success Of Small Island Developing States, Warren Watkins Jul 2026

Business Incubation And The Role That It Plays In The Future Economic And Financial Success Of Small Island Developing States, Warren Watkins

OneUSF Undergraduate Research Conference

Small Island Developing States (SIDS) face a unique blend of economic vulnerabilities and untapped potential, often stemming from their heavy reliance on tourism and limited diversification. This thesis explores how business incubation can serve as a strategic mechanism for fostering sustainable economic and financial growth within these nations. Through a comparative analysis of established models in countries such as Singapore, Japan, and Chile, alongside emerging initiatives in Caribbean SIDS, this research identifies the pathways through which foreign investment, education, and technology can jointly stimulate entrepreneurial development. Findings indicate that while foreign partnerships remain essential in the early stages of incubation, …

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Presidential Clemency, Criminal Contempt, And The Structural Limits Of Judicial Authority: Reconsidering Ex Parte Grossman In The Modern Separation-Of-Powers Framework, Titan L. Sanchez Jul 2026

Presidential Clemency, Criminal Contempt, And The Structural Limits Of Judicial Authority: Reconsidering Ex Parte Grossman In The Modern Separation-Of-Powers Framework, Titan L. Sanchez

OneUSF Undergraduate Research Conference

Ex parte Grossman (1925) was a landmark Supreme Court case regarding the presidential pardon power granted by the Pardon Clause in Article II of the United States Constitution and whether it extends to criminal contempt of court. The Court ruled that the Clause’s phrasing, “offenses against the United States…” does not ultimately exclude criminal contempt. Among several justifications, Chief Justice Taft included a historical overview and partially relied on English common-law history, as well as monarchical practice, to interpret the scope and help justify the use of the presidential pardon power. This partial analysis relies on the assumption that constitutional …

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Maternal Feedback Over Time: Associations With Youth Perceptions Of Autonomy Support, Andrew Middleton, Genevieve Martin, Alyssa Lazanowski, Wendy M. Rote Jul 2026

Maternal Feedback Over Time: Associations With Youth Perceptions Of Autonomy Support, Andrew Middleton, Genevieve Martin, Alyssa Lazanowski, Wendy M. Rote

OneUSF Undergraduate Research Conference

Parental feedback and direction are often interpreted as controlling; however, developmental theory suggests these behaviors may function as autonomy support when they are responsive to youths’ need. Drawing on self-determination theory, autonomy supportive parenting involves the promotion of volitional functioning through behaviors that align with youths’ perspectives and fosters independent problem-making and a sense of choice (McCurdy et al., 2020; Zhang & Whitebread, 2021). Similarly, scaffolding frameworks emphasize that provisions of parental support (e.g., feedback, direction, and emotional encouragement) contingent on the child’s task performance can promote higher levels of independent functioning (Mermelshtine, 2017; Salonen et al., 2007). The present …

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Localization And Function Of Tgsfa2 During Tachyzoite Division In Toxoplasma Gondii, Tom Goro Jul 2026

Localization And Function Of Tgsfa2 During Tachyzoite Division In Toxoplasma Gondii, Tom Goro

OneUSF Undergraduate Research Conference

Toxoplasma gondii is an obligate intracellular parasite infecting 30% of the global population. During host cell invasion, new parasites are formed through a budding process that partitions nuclei and organelles into daughters through a specialized form of division is known as endodyogeny. It involves closed mitosis, a single round of DNA replication, and coordinated organelle assembly within the mother cell. In cell division, centrosomes duplicate and serve as a central point for the reorganization of cytoskeletal structures known as microtubule organizing centers (MTOC). In typical eukaryotic cell division, centrosomes duplicate and migrate to opposite poles forming bipolar mitotic spindles required …

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Gender Differences In The Diagnosis Of Histrionic Personality, Monica Hennawy, Heidi Lieu, Dayanna Gonzalez, Devin Dombroski, Kaylie Jusino Ortiz, Genelle Leo Jul 2026

Gender Differences In The Diagnosis Of Histrionic Personality, Monica Hennawy, Heidi Lieu, Dayanna Gonzalez, Devin Dombroski, Kaylie Jusino Ortiz, Genelle Leo

OneUSF Undergraduate Research Conference

Histrionic Personality Disorder (HPD) is characterized by attention-seeking, emotionality, and dramatic or seductive behaviors. Individuals with HPD often feel discomfort when not the center of attention and may use exaggerated affect to gain approval. While gender differences in diagnosis and presentation have been reported, the influence of trauma and comorbid conditions - such as alcohol use disorder (AUD) and eating disorders (EDs) - remains underexplored. A literature review was conducted using PubMed with search terms including HPD, trauma, substance use, and eating disorders. A total of 157 articles were identified. Studies not addressing at least two relevant domains were excluded. …

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Gender Differences In The Diagnosis Of Narcissistic Personality Disorder: The Role Of Vulnerable Narcissism And Clinical Judgment, Shreya Patel, Marvel Abdelmalak, Madison Dumerlin, Deeley Nice, Forat Waleed, Arjun Tummala Jul 2026

Gender Differences In The Diagnosis Of Narcissistic Personality Disorder: The Role Of Vulnerable Narcissism And Clinical Judgment, Shreya Patel, Marvel Abdelmalak, Madison Dumerlin, Deeley Nice, Forat Waleed, Arjun Tummala

OneUSF Undergraduate Research Conference

Narcissistic Personality Disorder is a mental health condition categorized into grandiose and vulnerable narcissism. Current guidelines used to evaluate NPD include the ICD-11 and DSM, however, the accuracy of their results is arguable. NPD presents differently in males vs. females which may lead to misdiagnosis. This study reviews how clinician judgements are influenced by the gender-based differences in the presentation of narcissistic traits while using current diagnostic guidelines, aiming to understand the misdiagnosis of NPD when the traits are less grandiose. A literature review was conducted through PubMed using the search terms: (“Narcissistic Personality Disorder” OR narcissism) AND (“gender differences” …

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Gender Differences In The Diagnosis Of Narcissistic Personality Disorder: The Role Of Vulnerable Narcissism And Clinical Judgment, Shreya Patel, Marvel Abdelmalak, Madison Dumerlin, Deeley Nice, Forat Waleed, Arjun Tummala, Amanda Janner Jul 2026

Gender Differences In The Diagnosis Of Narcissistic Personality Disorder: The Role Of Vulnerable Narcissism And Clinical Judgment, Shreya Patel, Marvel Abdelmalak, Madison Dumerlin, Deeley Nice, Forat Waleed, Arjun Tummala, Amanda Janner

OneUSF Undergraduate Research Conference

Narcissistic Personality Disorder is a mental health condition categorized into grandiose and vulnerable narcissism. Current guidelines used to evaluate NPD include the ICD-11 and DSM, however, the accuracy of their results is arguable. NPD presents differently in males vs. females which may lead to misdiagnosis. This study reviews how clinician judgements are influenced by the gender-based differences in the presentation of narcissistic traits while using current diagnostic guidelines, aiming to understand the misdiagnosis of NPD when the traits are less grandiose. A literature review was conducted through PubMed using the search terms: (“Narcissistic Personality Disorder” OR narcissism) AND (“gender differences” …

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Citing The Usage Of Generative A.I. In Academic Articles: Avoiding Plagiarism And Staying Authentic, Amanda Bitkauskaite Jul 2026

Citing The Usage Of Generative A.I. In Academic Articles: Avoiding Plagiarism And Staying Authentic, Amanda Bitkauskaite

OneUSF Undergraduate Research Conference

The usage of generative A.I. increases day by day as the technology improves and remains accessible to the public. Inside academia, many argue the technology will help students and scholars to write papers quicker, to improve their writing, and/or to organize data quicker. However, there is the issue of if A.I. really improves workflow, and if it can correctly be used in the realm of publishing without impeding on the merit of their research and without insulting readers and editors alike, as is explained in “When and how to disclose AI use in academic publishing: AMEE Guide No.192” (L. Cleland, …

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A Pooled Analysis Of Efficacy Outcomes Of Til In Advanced Mel Patients Treated At Moffitt Cancer Center, Joel Kuriakose Jul 2026

A Pooled Analysis Of Efficacy Outcomes Of Til In Advanced Mel Patients Treated At Moffitt Cancer Center, Joel Kuriakose

OneUSF Undergraduate Research Conference

Tumor-infiltrating lymphocyte (TIL) therapy induces durable responses in a subset of patients with metastatic melanoma, yet determinants of efficacy remain incompletely defined. We performed integrated immunophenotypic and spatial transcriptomic profiling of TIL infusion products and matched tumor microenvironments (TMEs) from patients treated in early-phase TIL-based trials at Moffitt Cancer Center. The objective response rate was 36%, with a median progression-free survival (PFS) of 10 months. Responders exhibited infusion products enriched for CD8⁺ T cells, stem-like memory (TSCM) CD8⁺ subsets, and LAG3⁺CD8⁺ T cells, along with enhanced TIL persistence in the periphery. Notably, prior exposure to immune checkpoint was associated with …

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Improving Cancer Diagnosis And Patient Outcomes With Deep Learning Models, Mariana Arriz-Jorquiera Jul 2026

Improving Cancer Diagnosis And Patient Outcomes With Deep Learning Models, Mariana Arriz-Jorquiera

USF Tampa Graduate Theses and Dissertations

Cancer care depends on timely and reliable decisions, from detection and diagnosis to treatment planning and patient monitoring. These decisions are often made under uncertainty because medical images and healthcare data may be noisy, incomplete, or difficult to interpret. In breast cancer imaging, ultrasound is widely used because it is safe, accessible, and complementary to other imaging modalities. However, variations in image quality, acquisition conditions, and noise can obscure lesion boundaries and texture, affecting human interpretation and artificial intelligence reliability. This dissertation develops deep learning, image-analysis, and optimization methods to improve healthcare decisions under imperfect information. Its primary focus is …

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