Digital Commons Network^™

Visualization And Marker-Less Tracking Of User-Defined Pre-Processed Mri Articulator Data Using Deep Learning, Michael De George

Student Theses

This thesis presents a comprehensive framework for the automated tracking and visualization of articulatory movements based on magnetic resonance imaging (MRI) data. A well-known data analysis tool for markerless pose estimation, known as DeepLabCut, is investigated for this purpose. The performance of this tool is enhanced through the design and implementation of a pre-processor. DeepLabCut is a markerless pose estimation toolbox based on deep learning, which overcomes the issue of making manual annotations frame-by-frame. Limitations from manually marking the MRI images are addressed by implementing transfer learning with convolutional neural networks to achieve accurate, user-defined articulator tracking without markers. Current …

Microtubules In Breast Cancer: Exploring The Α/Β-Tubulin Toggle Switch And Its Implications In Human Breast Cancer, Annemarie Ianos

Student Theses and Dissertations

Microtubules, composed of a/b-tubulin heterodimers, play a central role in breast cancer tumor growth by polymerizing, leading to metastasis and depolymerizing, contributing to proliferation. Human enzymes protein kinase Ca (PKC-a) and cyclin-dependent kinase 1 (Cdk-1) mediate phosphorylation at sites a:Ser165 and b:Ser172, respectively, influencing the growth of microtubules. It is possible that alternating phosphorylation at these sites contribute to an a/b-tubulin “toggle switch” that mediates microtubule instability and tumor growth.

The project investigates the influence of the toggle switch model on microtubule stability by determining the impact of mutants (a:S165D, a:S165N, a:S165S_P, b:S172S_P and a:S165S_P/b:S172S …

Genomics And Bioinformatics Student Companion Workbook (First Edition), Na Xu, Tina Hu

Open Educational Resources

This Genomics and Bioinformatics Student Companion Workbook provides an integrated, hands-on introduction to the principles and applications of modern genomics and bioinformatics. Designed for undergraduate students, the workbook guides learners from foundational concepts of genome structure and sequencing technologies to advanced topics including variant analysis, comparative genomics, and multi-omics integration. Emphasizing the interplay between experimental biology and computational analysis, it introduces key analytical tools and biological databases that support genome interpretation and data-driven discovery.

Through a structured progression of chapters, students explore genome organization across diverse biological systems, from prokaryotes and viruses to complex eukaryotic genomes, and examine how genomic …

Scb252 Fundamentals Of Biotechniques Laboratory Manual, Na Xu, Hanqi Ye

Open Educational Resources

This laboratory manual for SCB252: Fundamentals of Biotechniques provides an integrated, hands-on introduction to core concepts and methods in modern biological research using Drosophila melanogaster as a model organism. The manual emphasizes laboratory safety, research integrity, and responsible conduct of research, alongside foundational experimental skills. Students are guided through key biological techniques including fly husbandry, genetic crosses, mutant analysis, microscopy, DNA extraction, polymerase chain reaction (PCR), gel electrophoresis, sequencing technologies, and bioinformatics tools such as BLAST and genome databases. Advanced modules introduce gene structure annotation, RNA-seq data analysis, and primer design, while fluorescence microscopy and protein analysis techniques further expand …

What Is The Skeleton Of Cognition? A Structural Account Of World Reconstruction Through Processing Axes, Griselda Poe

Publications and Research

This paper describes how the placement of a single processing axis reorganizes human cognition and generates a reconstructed world.

Most existing psychological and social theories begin from emotion, desire, morality, or social behavior. In doing so, they have discussed what forms on top of the cognitive skeleton without first fixing the skeleton itself. When the skeleton is not fixed, entirely different explanations of the same phenomenon can coexist, and it becomes difficult to identify which constitutes a foundational account.

This paper fixes the skeleton first. That skeleton is the processing axis.

The question is: when a single processing axis organizes …

Proximal Stress And Gender Identity: The Role Of Internalized Transphobia In Future Expectations, Maribelle Almonacy

Student Theses and Dissertations

Transgender and non-conforming (TGNC) youth and young adults are more likely to experience symptoms of posttraumatic stress due to identity-specific abuse. Studies on the impact of trauma on negative expectations in high-risk youth show a high association between pessimism, nihilism, and instability. Internalized transphobia, similarly, is correlated with negative mental health outcomes, such as depression and anxiety, and the internalization of social messages and discrimination. These studies are not specific to the experiences of gender minorities and do not explore the intersections of internalized stressors or trauma in young adults. To address this gap in literature, this study sought to …

Thomas Mann’S Unbound Bodies: A Formal Analysis Of Disease In The Magic Mountain, Julia Shi

Student Theses and Dissertations

My senior thesis argues that disease is a formal element in Thomas Mann’s novel, The Magic Mountain, through the lens of a newly theorized genre: the “Bindungsroman” (“binding-novel”). The scholar Jonas Rosenbrück proposed the Bindungsroman as the successor genre to the Bildungsroman after the latter fell out of public favor after World War I.  Whereas the Bildungsroman narrates its hero’s maturation as a process of integration into society, the Bindungsroman’s hero is ontologically unstable and does not achieve normative resolution. This paper examines The Magic Mountain’s protagonist’s development as defined by the doubled play of binding and …

War Photography & The Limits Of Empathy, Andrea Shi

Student Theses and Dissertations

The proliferation of photography, particularly war and poverty photography, has had massive implications for the level of vividness with which Americans are able to picture suffering beyond their doors. The mass atrocities that have occurred since the advent of photography – that is to say, the last 200 years – are so relentlessly circulated that they feel, sometimes, as an inevitable byproduct of human nature. It’s not surprising, then, that a lot of media theory and analysis reduce the dilemma of atrocity photographs to a psychological level. Do they numb us, or do they incite empathy? Are they a call …

Acoustic To Electronic: Multidimensional Musical Explorations, Kanenar Wen

Student Theses

The music of the film was once thought to affect the emotions of the audience without their knowledge (Gorbman, 1987). But in some new partnerships on film projects from students, the lines between music, sound, and silence should be erased. Music could be more of a texture. The sound effects may also have the characteristics of the music. Silence could communicate information. In the usual definition of music, it highlights the phrases, timbre, and harmonic composition. When it is altered, the sound is not only “music,” but it is also in combination with the image, time, and narrative; it becomes …

The Community Era: Developing Artistic Resource Sharing And Local Collaboration In California's Central Valley, Sine Chan-Golston

Student Theses

This work explores possibilities for artistic resource sharing and collaboration to address the needs of local arts communities. With the artistic programming researched and outlined (Arts Database, Space Sharing, Community Collaborations), the goal is to create an arts environment in California's Central Valley where local opportunities are abundant, accessible, and sustainable.

Enhanced And Confused: The High Price Of Partnership In American Theater, Brandan Walsh

Student Theses

Broadway’s contemporary development ecosystem relies on a complex and increasingly fragile relationship between nonprofit regional theaters, Equity workshop models in New York City, and a small number of fully commercial out-of-town tryouts. In recent decades, nonprofit regional theaters have become central to the commercial development process, hosting fully staged productions of Broadway-bound work under a banner of artistic partnership. These institutions provide infrastructure, audiences, labor, and institutional credibility, absorbing reputational risk in hopes of high rewards and financial gain from donors. In return, they receive limited financial participation in downstream commercial success and operate under strict ethical and legal constraints …

Psy 1100 Writing Intensive Syllabus, Jos Khan

Open Educational Resources

This is an ZTC/OER syllabus for a PSY 1100 writing intensive course at Kingsborough Community College.

Talking Climate: Does Peer Anxiety Amplify Or Alleviate Climate Change Worries?, Emma Tupone

Student Theses

As the climate crisis intensifies, climate change anxiety (CCA) has become increasingly common, yet it remains unclear whether discussing climate concerns with peers alleviates or amplifies distress. This study examined how climate conversations related to daily climate change anxiety, optimism, and pro-environmental behavior (PEB), as well as whether the perceived emotional tone of conversation partners shapes these associations. Using an 8-day daily diary design (N = 121), participants reported their daily climate-related emotions, engagement in private and public PEBs, and perceptions of peers’ climate anxiety and optimism following climate-related conversations. Results indicated that engaging in climate conversations was associated with …

The Greater Good?: Tradeoffs Between Social Connection And Status In Decision-Making Scenarios, Jonah M. Dratfield

Student Theses

Strong social relationships have consistently emerged as predictors of well-being in the psychological literature. However, research has not distinguished between the intrinsic social value derived from these relationships and the status derived from them. We constructed the novel Relationship Orientation Scale to explore this gap, utilizing binary decision-making scenarios in which individuals were forced to pit these two goods against one another. Across two studies, we found that individuals displayed a significant, but by no means universal, preference for intrinsically rewarding social relationships. We found, also, that social media use and comparison orientation were negative predictors of relationship orientation, whereas …

The Effects Of Cinnamaldehyde On Tetrahymena Thermophila, Sydney Kurland

Publications and Research

In addition to their common use as spices in cooking and baking, cinnamon plants, Cinnamomum zeylanicum and Cinnamomum cassia for example, have long been used in herbal remedies worldwide. Cinnamon contains many vital oils and active compounds including cinnamaldehyde (CMD). Numerous studies looking at potential therapeutic effects of cinnamon have demonstrated its antioxidant, anti-inflammatory, and antimicrobial properties (1, 2, 3).   Therefore, it is important to continue studying the efficacy, benefits, and mechanisms of action of cinnamon and CMD to have a complete understanding of its full potential. Tetrahymena thermophila is a ciliated protozoan commonly used as a model organism to …

Climate Anxiety Shapes Career And Parenthood Decisions In College Students, Minha Hossain, Patrycja Sleboda-Sobolev

Publications and Research

This study examined how climate anxiety influences future-oriented decision-making among college students, with particular attention to four decision-making domains: career planning, parenthood decisions, sustainability behaviors, and geographic mobility. Although climate anxiety has become increasingly common among young adults, less research has explored how it shapes long-term life decisions within diverse U.S. college populations or how psychological and contextual factors influence these relationships. A sample of 257 undergraduate students from Baruch College completed a Qualtrics survey measuring climate anxiety, climate-related emotions, hope, self-efficacy, migration background, and future-oriented decision-making domains. Results indicated that climate anxiety significantly predicted career and parenthood decision-making, but …

Llms In Compiler Construction, Raffi Khatchadourian

Open Educational Resources

These lecture slides survey the use of large language models (LLMs) in compiler construction for a graduate compiler course (CSc 81010). They situate LLMs across the compiler pipeline and examine representative work: foundation models trained on LLVM IR and assembly (Meta's LLM Compiler), LLM-driven code optimization, binary decompilation (LLM4Decompile), and LLM-assisted automated refactoring—alongside the challenges of applying probabilistic models to tasks that demand correctness. The slides are a self-contained HTML (W3C Slidy) deck with editable Pandoc Markdown source. Part of a two-session unit on advanced compiler topics; see also "Deep Learning Compilers."

Deep Learning Compilers, Raffi Khatchadourian

Open Educational Resources

These lecture slides introduce deep learning compilers for a graduate compiler-construction course (CSc 81010). Building on the classical compiler pipeline, they show how modern machine-learning systems compile tensor programs: static tensor and type analysis (illustrated by a WALA/Ariadne-based refactoring of imperative TensorFlow code to graph mode), MLIR-based end-to-end compilation with IREE, and the PyTorch 2.x stack—TorchDynamo graph capture, AOTAutograd, PrimTorch operator decomposition, and TorchInductor lowering to Triton (GPU) and C++/OpenMP (CPU). The slides are a self-contained HTML (W3C Slidy) deck with editable Pandoc Markdown source. Part of a two-session unit on advanced compiler topics; see also "LLMs in Compiler Construction."

Left Out And At Risk: Post-Pandemic Continuation Of Organizational Service Reduction In Metropolitan New York City Coincides With Rise In Opiate Use And Mental Health Problems For Latinos, Ruth Lin Campbell, Smita Ekka Dewan

Publications and Research

Increasing opiate use and mental health problems among younger and older Latinos in urban US contexts prompted this investigation into the organizational resources that facilitate help-seeking efforts of Latinos in New York State (NYS). Guided by a Vulnerability Model and a framework of organizational enabling resources, this study used complementary longitudinal and cross-sectional designs. The longitudinal component examined changes in levels of organizational facilitators for Latino substance use disorder (SUD) help-seeking in Downstate NYS across three time periods, while the cross-sectional component compared post-pandemic facilitator levels across service types and regions. A convenience sample of 241 SUD clinicians participated in …

Ireland Since 1690, Stephen F. Haller Phd

Open Educational Resources

No abstract provided.

Know But Not Recognized? Québec, The United States And The Thresholds For Diplomatic Recognition, Thomas Forget

Student Theses

This thesis examines the conditions under which the United States would recognize an independent Québec diplomatically and how it would maintain stable institutional relations with it. It also examines the extent of Québec’s paradiplomatic network’s reach in the United States, and how it influences the relationship and the probability of recognition. Based on a qualitative case study using process tracing and conceptual analysis, the thesis proposes that the institutional density of the Québec-US relationship increases the probability of functional continuity and, potentially, of programmatic cooperation after independence. However, this would not lower the significant political, legal, and strategic US thresholds …

What History Shows: A Structural Account Of Fixed-Point Theory Formation, Griselda Poe

Publications and Research

Theory generation has long been subsumed under categories such as creativity, genius, and innovation. These categories do not distinguish assembly-based conceptual synthesis from fixed-point theory generation.

This paper makes that distinction explicit. The termination condition of assembly is external: data, citation, endorsement, usability. The termination condition of fixed-point theory generation is internal: consistency with internally held constraints, resolution of structural contradiction. The two operate under different processing conditions.

The historical record confirms this distinction. What Darwin, Einstein, Spinoza, and Kant produced was not assembly. Their processes involved unresolved branch retention and decomposition necessity, arriving at internally constrained fixed-point termination. Freud …

The Empreror Has No (Encumbering) Clothing--Thoughts On Women's Fashion At The Whcd, Marleen S. Barr

Publications and Research

Marleen S. Barr explains why the 2026 White House Correspondents' Dinner epitomizes why women's formal garb is demeaning and hazardous.

Trauma, Memory, And Decision-Making: How Covid-19 Shaped Autobiographical Memories And Risky Decision-Making In Young Adults, Rachel Seo

Student Theses

Autobiographical memory is a critical component of the memory process that guides future behaviors by relying on past personal experiences connected to major public events. This decision-making process is heavily influenced by trauma exposure and post-traumatic stress disorder (PTSD) symptoms, as they may guide individuals to riskier behaviors. The COVID-19 pandemic represents a global traumatic stressor that contributed to shifts in behavioral outcomes post-pandemic. Despite research showing associations between memory accessibility, traumatic symptoms, and decision-making, there is limited research on health-related behaviors and post-pandemic behavioral outcomes in individuals with high trauma exposure specifically from the pandemic. The present study investigates …

Lineup Construction Strategies In The Presence Of Within-Person Variability, Abbey M. Greenfield

Student Theses

Photographic lineups are used more frequently than live lineups, but photographs are not always reliable representations of a person’s appearance. Oftentimes, images used in lineups are drawn from mug books, passports, and driver’s license photographs—which may be outdated. As a result, even when a culprit is correctly identified for inclusion in a lineup, the photograph used may differ significantly from their appearance during the event due to natural changes in appearance (Jenkins et al., 2011). Further, the degree of suspect-filler similarity sufficient to achieve optimal discriminability remains a topic of debate (Fitzgerald et al., 2013). We examined the impact differing …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool, Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

Propagandistic content increasingly circulates through online news and social media, where readers often encounter it with limited scrutiny, highlighting the need for reliable and fine-grained detection. This paper introduces Propasafe-Hybrid, a sentence-level system that integrates a fine-tuned transformer classifier with LLM-based technique classification to identify, label, and explain specific propaganda strategies. The pipeline generates actionable outputs, including highlighted sentences, technique assignments, and concise rationales, so users can immediately understand why a sentence was flagged and how each label was determined. To control inference cost, Propasafe-Hybrid employs a cost-aware pre-filtering stage that forwards only high-likelihood sentences to LLMs, reducing token usage …

Estimator And Reflector Variables In Eyewitness Recall, Sakshi Mundra

Student Theses

Eyewitnesses are frequently asked to describe culprits following a crime, but how accurate and complete are such descriptions? This study examined eyewitness description completeness and accuracy by investigating estimator variables (Race and Gender), reflector variables (Confidence and Response Time), and elicitation methods (Free Recall and Prompted Recall). Participants viewed one mock-crime video featuring a culprit who varied in race (White or Black) and gender (Female or Male), then provided free recall descriptions followed by prompted descriptions of facial features. Prompted recall improved completeness beyond free recall, though with a minor reduction in accuracy. Descriptions were more complete for same-race and …

Radar Spoofing Attacks And Their Impact On Sensor Fusion-Based Perception For Autonomous Vehicles, Ahmad Mohammed Bara

Student Theses

Safe autonomous vehicle (AV) operation depends on robust perception of the surrounding environment. While multimodal sensing—integrating cameras, LiDAR, and radar—provides comprehensive environmental awareness, radar’s robustness under adverse conditions has made it a critical component of modern perception pipelines. However, the security vulnerabilities of radar within these fusion architectures remain largely unexplored. This work presents an end-to-end analysis of radar spoofing attacks on learning-based radar–camera fusion systems. Using a simulation framework grounded in reflect-array attack models, we inject physically plausible perturbations into radar measurements by altering depth by and velocity, while maintaining crossmodal consistency. Evaluation on the nuScenes dataset shows that …

Voices From The Noise: Experiments And Considerations On Radio As Musical Instrument, Justin Taveras

Student Theses

One of my primary goals in entering the Sonic Arts program was to familiarize myself with the tools and processes necessary for creating electronic music. My initial expectation was to learn how to use synthesizers, microphones, and effects processors to expand the timbral palette of my compositional practice. Coming from a background in contemporary classical music, I independently practiced working within the DAW timeline, and I was attracted to the level of compositional detail and control that a studio environment could offer. While these tools proved universal enough to become essential components of my current work, I did not expect …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool (Ila 2026 Presentation), Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

This presentation introduces Propasafe-Hybrid, a hybrid system for sentence-level propaganda detection that combines offline transformer-based classification with selective large language model (LLM) explainability. The system employs a two-stage pipeline in which a local BERT-based classifier evaluates all input text and filters non-propagandistic content, while only high-confidence candidates are forwarded to an LLM for rhetorical technique labeling and explanation. This design enables cost-aware, privacy-conscious, and scalable analysis by reducing unnecessary reliance on external models.

Propasafe-Hybrid identifies propagandistic techniques such as loaded language, obfuscation, and appeal to fear, and generates concise natural language rationales that make these techniques interpretable to users. By …