Digital Commons Network^™

Computerized Diagnostic Decision Support Systems-Isabel Pro Versus Chatgpt-4 Part Ii, Joe M Bridges, Xiaoqian Jiang, Michael Ige, Oluwatoniloba Toyobo

Faculty, Staff and Student Publications

Objective: Does a Tree-of-Thought prompt and reconsideration of Isabel Pro's differential improve ChatGPT-4's accuracy; does increasing expert panel size improve ChatGPT-4's accuracy; does ChatGPT-4 produce consistent outputs in sequential requests; what is the frequency of fabricated references?

Materials and methods: Isabel Pro, a computerized diagnostic decision support system, and ChatGPT-4, a large language model. Using 201 cases from the New England Journal of Medicine, each system produced a differential diagnosis ranked by likelihood. Statistics were Mean Reciprocal Rank, Recall at Rank, Average Rank, Number of Correct Diagnoses, and Rank Improvement. For reproducibility, the study compared the initial expert panel run …

“You Can Rise Back Up Again”: Using Photovoice To Understand Healing From Intimate Partner Violence Among Lgbtq+ Racial-Ethnic Minority College Students, Stephanie Lim

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Intimate partner violence (IPV) is a longstanding public health crisis that has been linked to deleterious mental and physical health issues and negative academic outcomes among college students. Further, IPV disproportionately affects LGBTQ+ individuals and certain racial-ethnic minority students. Campus services are not adequately meeting the needs of these survivors and these efforts would be better informed by centering students disproportionately affected by IPV. Guided by intersectionality and minority stress theories, the current photovoice study examined the strengths that fostered healing and the challenges that LGBTQ+ racial-ethnic minority survivors faced in their recovery journeys. Participants were eight LGBTQ+ racial-ethnic minority …

Open Repository @ Binghamton Monthly Additions And Top Downloads - May 2025, Caitlin Holton

Library Created Resources

Newly added work in the Open Repository @ Binghamton (ORB) from 5/1/2025-5/31/2025. Top downloads from same time frame.

June 2025, Pacific Alumni Association

Alumni News & Events

No abstract provided.

Health And Wellbeing: A Report Of The 2022 U.S. Transgender Survey, A. Rastogi, L. Menard, G. H. Miller, W. Cole, Daniel Laurison, J. Caballero, S. Murano-Kinney, R. Heng-Lehtinen

Sociology & Anthropology Faculty Works

The 2022 U.S. Transgender Survey (USTS) is the largest survey that examines the experiences of transgender people in the United States. The National Center for Transgender Equality (now Advocates for Trans Equality) conducted the survey in the fall of 2022 and 92,329 binary and nonbinary transgender respondents from all 50 states, the District of Columbia, American Samoa, Guam, Puerto Rico, and U.S. military bases took the survey. The USTS was an anonymous, online survey for transgender people ages 16 and older in the United States and was available in both English and Spanish. The 2022 survey followed the 2015 USTS …

Pride And Joy: Nebraska History (Banners), Claire Du Laney Dunker, Haleigh Diltz

Pride and Joy: Nebraska History

Banners for the "Pride and Joy: Nebraska History" exhibit that explores the history of LGBTQIA2S+ communities throughout the state of Nebraska. LGBTQ+ individual and community histories are an important part of Nebraska and the nation. This traveling exhibit seeks to share evidence of community gatherings, activism, publications, organizations, and other important topics.

This history is more complex than can be expressed in a single exhibit. Communities continue to experience joy and sorrow, community engagement and turmoil, resilience and discrimination. This is not an exhaustive LGBTQIA2S+ history. At this time, no one has written that comprehensive history. There are more stories …

Quantifying Return On Controls In Llm Cybersecurity, Richard Helder Moulton

Masters Theses & Doctoral Dissertations

As large language models are increasingly deployed in real world systems, concerns about their security have grown. While these models demonstrate impressive fluency and utility, they are also susceptible to a variety of attacks, including prompt injection, data leakage, and adversarial manipulation. These vulnerabilities pose serious risks in high stakes environments where privacy, reliability, and trust are essential. Despite emerging efforts to document and mitigate such issues, a gap remains in the ability to systematically measure the effectiveness of proposed defenses in a quantifiable and reproducible manner.

This research addresses the question: how can security vulnerabilities in language model based …

Assessment Of Autonomic Nervous System Functions In Patients With Chronic Inflammatory Demyelinating Polyradiculoneuropathy: An Electrodiagnostic Study, Raghda Nidal Hathal, Farqad Bader Hamdan, Akram M. Al-Mahdawi

Pakistan Journal of Neurological Sciences (PJNS)

Background and Objective: Chronic inflammatory demyelinating polyradiculoneuropathy (CIDP) is a chronic immune-mediated neuropathy predominantly affecting the peripheral nervous system including the nerve roots. The objectives of this study were to assess autonomic dysfunction in patients with CIDP using electrodiagnostic techniques and to examine its relationship with clinical and demographic characteristics, COMPASS-31 scores, and the Hughes disability scale.

Methods: This case–control observational study included 25 patients with CIDP and 26 age- and sex-matched healthy controls and was conducted at the Neurophysiology Unit of Baghdad Teaching Hospital, Baghdad from February to November, 2024. All participants underwent autonomic function assessment, including Ewing’s cardiovascular …

Retraction Notice, Editor Pjns

Pakistan Journal of Neurological Sciences (PJNS)

No abstract provided.

The Caitlin Clark Effect: Evidence Of Athlete-Driven Market Disruption In Women’S Collegiate Basketball, Lawrence W. Judge, Jeffrey C. Petersen

Journal of Applied Sport Management

Caitlin Clark’s emergence as a generational collegiate basketball talent triggered a profound shift in consumer behavior, known as the “Caitlin Clark Effect” (CCE) (Lucas, 2025). This study examined attendance and venue utilization data from the University of Iowa’s women’s basketball program, spanning pre-, during-, and post-Clark periods. Results from one-way ANOVA analyses showed a statistically significant increase in average game attendance (home, away, and neutral), rising from 5,387 pre-Clark to 13,877 in her senior year (p < .001), with a sustained post-Clark average of 9,890. Arena capacity utilization followed a similar trajectory, increasing from 37.3% to 92.4%. Notably, post-Clark utilization remained at 74.3%, indicating durable fan interest. These findings provide time-sequenced evidence of a singular athlete catalyzing lasting institutional and market change in women’s collegiate sports. The study advances sport business theory by illuminating the strategic implications of athlete-driven branding and challenges assumptions underpinning facility planning and resource allocation.

The Unfulfilled Promise Of Confédération Des Syndicats Nationaux: A Case Study On The Reconciliation Of Equality And Freedom Of Association, Andrea Talarico

Dalhousie Law Journal

The evolution of the protection of collective bargaining rights in Canada has been marked by a tension between freedom of association (section 2(d) of the Canadian Charter of Rights and Freedoms, “the Charter”) and equality (section 15(1) of the Charter). In most cases before the Supreme Court of Canada (“the SCC”), the SCC has examined both rights separately. More recently, the SCC has treated equality as a value (rather than a right), using the value of equality to inform its interpretation of freedom of association. Both these approaches (the “Siloed Approach” and the “Charter Values” approach) fail …

Don’T Mess With Mr. In-Between, Brian Langille, Ben Mayer-Goodman

Dalhousie Law Journal

In a separate, related paper, we reveal and criticize an important “methodical error” which is commonly made in labour law jurisprudence. In this paper, we undertake a review of the attempts by Canadian and UK legislators and decision makers to overcome some of the problems of applying labour law’s traditional orthodoxy in the face of an ever more complex world by creating new categories “in between” the existing classes of employees and independent contractors. These attempts often fail precisely because they perpetuate the traditional approach and its methodological error, maintaining its perverse incentive structures. Our advice: “Don’t mess with Mr. …

Crip Time, Castoriadis, And Transcending The Duty To Accommodate In The Workplace, Ravi Malhotra, Jacqueline Moizer

Dalhousie Law Journal

Disabled people often experience time in a manner that is distinct from able-bodied individuals. Disabled people may have shorter careers, have difficulty maintaining full-time employment, and may be forced to work part-time due to the impact of their impairments. Many disabled people face considerable barriers every day in accessing services to participate fully in the workplace, including accessible transportation and attendant services. These underfunded services are often late if delivered at all, wreaking havoc on the ability of workers with disabilities to plan their day and make firm commitments. Yet disability scholars have attempted to reclaim this experience as one …

The Impact Of Artificial Intelligence On Access To Justice: Predictive Analytics And The Legal Services Market, Matthew Dylag

Dalhousie Law Journal

This paper examines how developers of predictive analytics—a technology using artificial intelligence (AI) to predict the outcomes of legal disputes—position their product vis-à-vis access to justice. In particular, it examines how two companies market their software to better understand how this technology is being integrated into the legal services market and to comment on the software’s potential impact on access to justice. The first part of this paper reviews the access to justice landscape and examines existing critiques of AI supported technology from an access to justice perspective. The second part briefly outlines the scope and design of the study, …

“17 Going On 23”: Sentencing Young People To Life In Canada, Debra Parkes

Dalhousie Law Journal

Canada is one of 67 countries worldwide that allows young people—those under the age of 18—to be sentenced to life imprisonment. In 2008, the Supreme Court of Canada recognized the presumption of diminished moral blameworthiness of young people as a constitutional principle of fundamental justice and invalidated a law that presumed youth should be sentenced as adults for some serious crimes, including murder. The burden is, therefore, always on the Crown to rebut the presumption and prove that a youth sentence would not be long enough to hold the young person accountable for their behaviour. Where the presumption can be …

Electroporation Protocol Development For Cal Poly Cell Therapy Laboratory Courses, Gabrielle Melamed

Biomedical Engineering

Cancer is a heterogeneous disease caused by unchecked cell proliferation. The disease contributed to 9.7 million deaths worldwide in 2022, with hematological malignancies (leukemias, lymphomas, and myelomas) accounting for over 1.4 million deaths in the United States from 1999 to 2020. This thesis focuses on the treatment of these cancers, with an emphasis on non-Hodgkin lymphomas (NHLs). R-CHOP (Rituximab-Cyclophosphamide, Doxorubicin hydrochloride, Oncovin/Vincristine, and Prednisone) is the standard of care first-line treatment for diffuse large B-cell lymphoma (DLBCL), the most common subtype of NHL, and encompasses a mixture of chemotherapy, immunotherapy, and corticosteroids. The R-CHOP regimen cures 50% to 70% patients, …

Piezoelectric Actuator Driver System, Daniel Hoefer

Electrical Engineering

This work presents the design, fabrication, and testing of a high-voltage piezoelectric actuator driver system purposed for integration into defense and aerospace precision motion control applications, particularly those in laser optics. The core challenge addressed was the mismatch between the standardized 28V DC power bus used in military systems and the significantly higher voltage requirements of piezoelectric actuators. Existing commercial drivers were evaluated and found unsuitable for field deployment due to inadequate ruggedness, excessive complexity, or power limitations. Consequently, a modular system architecture was designed featuring four independent driver channels, each using a high-voltage, high-current linear amplifier topology to scale …

Direction Finding From Aerial Platforms With Amateur Radio Arrays, Ben Duval Iii, Esteban Perez

Electrical Engineering

This senior project presents the development of a communication network designed to remotely control and program a distributed digital antenna array for autonomous synchronization and calibration. The system facilitates command transmission using a custom BPSK communication protocol operating in the UHF band (430–450 MHz) and employs a two-tone waveform to extract frequency, phase, and timing offsets between array nodes. These offsets are critical for aligning received signals in preparation for digital beamforming. The array comprises four nodes: three aerial units and one ground-based control unit. Each node is built using a LimeSDR Mini 2.0, Raspberry Pi, portable battery pack, and …

Mesh-Networked Uav Swarm: Experimental Leader-Follower Formation Control, Toma Grundler, Jack Ryan

Electrical Engineering

In recent years, unmanned aerial vehicles (UAVs) have demonstrated significant potential for multi-agent coordination applications, yet reliable formation control algorithms remain challenging to implement in real-world environments. This report presents the design, simulation, and hardware implementation of four leader-follower formation control strategies for UAV swarms. The implemented algorithms include a semi-rigid PI controller based on forward and lateral distance error, a hybrid PID controller utilizing mixed error signals with velocity and position feedback, a simplified velocity-based PID controller operating on individual coordinate components, and a GPS offset controller with direct positional control. MATLAB simulation validated controller performance in four different …

Framework For Multi-Agent Coordination And Distributed Localization In Micro-Uavs, Minwoo Park, Nikolas Tambornini

Electrical Engineering

Micro-UAVs (unmanned aerial vehicles) due to their inexpensive nature and compact form factor have shown an increase in prevalence throughout a multitude of applications including, but not limited to: search and rescue, military reconnaissance, and agriculture monitoring. However, for a majority of these high impact applications, a swarm of micro-UAVs are required and furthermore mandate that they are able to cooperatively and autonomously coordinate with each other. For long, controlling and communicating between a user and a singular micro-UAV has been a well known and solved problem, however the same can't be said for swarms of micro-UAVs. This project seeks …

Synthetic Aperture Radar Processing For Increased Resolution Of Englacial Strata, Ava Stockman

Electrical Engineering

Glaciological research relies on a variety of remote-sensing methods to study the internal structure of glaciers and other bodies of ice. Synthetic Aperture Radar (SAR) serves as one method for imaging large cross sections of englacial strata, reducing the need for labor-intensive, costly, and hazardous ice coring expeditions and operations. Characterizing englacial structures using SAR images allows scientists to learn about the ice dynamics of past and present which provides the basis for discoveries about climate history and glacial dynamics. This project explores the benefits of employing various SAR processing methods to raw phase history data acquired through the British …

Digital Drone Arrays: Two-Tone Communication, Armin Behbahani, Alejandro Martin Cosper, Landon Leroy John Foster, Mont Ziadoon Murad

Electrical Engineering

Over the last few years, there has been great interest in distributed antenna arrays. These arrays require each element to be precisely located and synchronized with each other in time, phase, and frequency. To this end, a drone-mounted, two-tone communication system was developed. It uses a transmit-retransmit-receive architecture, which obtains all of the necessary data required to compute and correct the phase, frequency, and time differences between each element while estimating distance. When integrated into a distributed array of drones, this two-tone communication system will be essential for reliable operation.

Test Equipment Automation And Remote Operation Curriculum Senior Project, Raheel Rehmatullah

Electrical Engineering

The goal of this project is to create new lab procedures and lab bench permutations for Cal Poly EE students to implement automated Test and Measurement equipment into their electrical engineering education. Currently EE students at Cal Poly have no classroom based opportunities to learn about leveraging software skills and test equipment knowledge in order to automate measurements, which is a valuable skill for an electrical engineer in the workforce. The curriculum outlined in this project will include three experiments, each leveraging an instrument controller, and Python as the primary scripting language. Each procedure will require students to write Python …

Project Owl: Quad Rc2, Ethan Cy Zane

Electrical Engineering

Quad RC2 is a new radio designed to be compatible with the Cluster Duck Protocol (CDP). It must be able to act as all parts of the mesh network and be able to find its location with GPS. Much of the RC2 effort is already completed. This project ports the previously developed firmware to the new board and runs tests to assess its capabilities.

An Analysis Of The Power Consumption Of Various Computer Vision Machine Learning Techniques On A Microcontroller Utilizing The Clusterduck Protocol, Kaveh Shafiei

Electrical Engineering

Constant data processing is essential for effective data collection, particularly in remote and hard-to-reach areas. The need for efficient, autonomous data acquisition and transmission is increasingly addressed by integrating machine learning within larger communication networks. This paper explores the application of machine learning techniques with Internet of Things (IoT) mesh networks. Utilizing the LoRa communication protocol, data is captured and analyzed on an edge device and transmitted to a larger communication network. The ClusterDuck Protocol (CDP), developed by OWL Integrations, serves as an IoT mesh network designed to allow for communication in areas lacking traditional static infrastructure such as WiFi …

Leader-Follower Platooning With Turtlebot3: A Low-Cost Ros Test-Bed Using Vision-Lidar Fusion, Patrick Kelly Crandall, Kalon Ma Bienz

Electrical Engineering

This report presents the design, implementation, and indoor validation of a two-robot leader–follower platoon built on low-cost Turtlebot3 platforms. Each robot runs ROS Noetic on an on-board Raspberry Pi 4, fusing a fisheye camera for HSV-based lane detection with an LDS-02 LiDAR for clustering-based leader identification. A dual-loop architecture (PD steering for lateral control and PID for longitudinal gap regulation) maintains a 0.40m headway and keeps the follower centered within +/- 5 cm of the lane midline, without any inter-vehicle communication or external localization. Track experiments at speeds up to 0.18m/s achieved mean gap error of +/- 3 cm and …

The Role Of Advisory Opinions In International Law In The Context Of The Climate Crisis, Maria Antonia Tigre, Armando Rocha

Sabin Center for Climate Change Law

Between December 2022 and March 2023, three requests for an advisory opinion were submitted to the International Tribunal for the Law of the Sea (ITLOS), the Inter-American Court of Human Rights (IACtHR), and the International Court of Justice (ICJ). Furthermore, a request for an advisory opinion from the African Court on Human and Peoples’ Rights (AfCtHPR) is being prepared. As such, 2024–2025 marks an unprecedented moment in global climate litigation: as of November 2024, we are on the verge of having four of the world’s most important international and regional courts and tribunals answering crucial legal questions on the (ex …

Understanding And Addressing Mental Health Challenges Of Families Admitted To The Neonatal Intensive Care Unit., Ashley D. Osborne, Daphna Yasova Barbeau, Tiffany Gladdis, Kara Hansen, Tonia Branche, Emily R. Miller, Christine C. Pazandak, Margaret K. Hoge, Michelle Spencer, Diana Montoya-Williams, Ryan Barbeau, Heather Padratzik, Stephen Lassen

Manuscripts, Articles, Book Chapters and Other Papers

This article reviews the psychological distress experienced by NICU families, including anxiety, postpartum depression (PPD), and post-traumatic stress disorder (PTSD), in addition to providing recommendations for clinicians at the individual, institutional, and national level. Currently, mental health screenings, specialized evaluations, and treatment options are not routinely offered to NICU families and are frequently under-utilized when offered. Here we provide expert opinion recommendations to address challenges in supporting universal screening, offering bedside interventions, including trained mental health professionals in care plans, updating neonatology training competencies, and advocating for policies that support the mental health of NICU families. We advocate that mental …

Reliability Of Physician Estimation Of Pelvic Free Fluid Volume On The Pediatric Focused Assessment With Sonography For Trauma., Ashkon Shaahinfar, Jennifer Rosin Wiebelhaus, Newton Addo, Ronald A. Cohen, Pinar Karakas-Rothey, Aaron E. Kornblith

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: To evaluate the reliability of physician gestalt estimation of pelvic free fluid volume on pediatric Focused Assessment with Sonography for Trauma (FAST). To determine a reliable cut-off volume and characteristics associated with small pelvic free fluid.

METHODS: Our study assessed the ability of 2 ultrasound-trained pediatric emergency medicine (PEM) physicians and 2 pediatric radiologists to characterize pelvic free fluid in a retrospective convenience sample of archived FAST from a Level 1 pediatric trauma center, April 2018-June 2020. Inter- and intra-rater reliability were measured to determine the most reliable volume cut-off. Chi-squared and Fisher's exact tests determined characteristics associated with …

Validity And Reliability Of The Tampa Scale For Kinesiophobia For Adolescents With Heart Disease., David A. White, William R. Black, Emily Cramer, Lindsey Malloy-Walton, Mollie Walton, Laura Martis, Brandy Enneking, Kelli M. Teson, Jessica S. Watson, Jami Gross-Toalson

Manuscripts, Articles, Book Chapters and Other Papers

PURPOSE: To assess the validity and reliability of a newly adapted Tampa Scale for KP for adolescents with HD (TSK-Heart-A).

METHODS: The TSK-Heart-A survey consists of 17 Likert scale items, producing a summary score (SS) ranging from 17 (low KP) to 68 (high KP). Following content and face validity, adolescents (age 12-18 yr) with arrhythmia disorders or Fontan palliation were recruited. The PROMIS pediatric anxiety and depression short forms, Pediatric Quality of Life Inventory (PedsQL) generic core and cardiac module, and a PA questionnaire for adolescents (PAQ-A) were used for criterion validity. The TSK-Heart-A was completed twice (20.4 ± 6.3 …