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2025

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April 4, 1968: A Law Student’S Night In The Memphis Jail, Alex Jay Hurder Dec 2025

April 4, 1968: A Law Student’S Night In The Memphis Jail, Alex Jay Hurder

Vanderbilt Social Justice Reporter

No abstract provided.


Using Ecorevelatory Design And Landscape Biography To Promote Ecological Literacy In Menomonee Valley, Milwaukee, Wi, Usa, Jennifer Engelke Dec 2025

Using Ecorevelatory Design And Landscape Biography To Promote Ecological Literacy In Menomonee Valley, Milwaukee, Wi, Usa, Jennifer Engelke

Cities and the Environment (CATE)

Menomonee Valley in Milwaukee, Wisconsin, USA, has undergone a remarkable transformation from a defunct brownfield site into a vibrant landscape of community parks within a revitalized industrial corridor. This change was driven by ecological restoration, stormwater management, and renewed connections to the Menomonee River. Central to this transformation was the use of ecorevelatory design, which draws on historical narratives and site-specific stories to highlight the presence and importance of more-than-human elements such as water, vegetation, and wildlife. To assess how contemporary users engage with these ecological features, the study employed stakeholder interviews, intercept surveys, and site observations. These methods explored …


Relationship Between Muscle Activation And Kinematic Features During Baseball Pitching, Maxwell Skene Dec 2025

Relationship Between Muscle Activation And Kinematic Features During Baseball Pitching, Maxwell Skene

Theses

Background: Baseball pitching is a biomechanically complex, high-velocity movement that places substantial demands on the upper extremity. Inefficient coordination between muscle activation and kinematic sequencing has been associated with reduced performance and increased injury risk, particularly at the shoulder and elbow. However, the integrated relationship between muscle activation patterns and three-dimensional kinematic features during pitching is not well-documented. Purpose: The purpose of this study was to examine the relationship between throwing-arm muscle activation patterns and three-dimensional kinematic characteristics during fastball pitching, with particular emphasis on segmental accelerations, proximal–distal sequencing, and the directional structure of movement quantified using Relative Dimensional Contribution …


Matter Of Mantilla V. New York City Dept. Of Hous. Preserv. & Dev. Dec 2025

Matter Of Mantilla V. New York City Dept. Of Hous. Preserv. & Dev.

All Decisions

In this CPLR article 78 proceeding, the Court of Appeals affirmed the denial of a tenant's succession rights to a deceased brother's Mitchell-Lama apartment. The landlord (HPD) found the tenant failed to prove primary residency for the required one-year period prior to the brother's death, despite being an eligible family member and listed on income affidavits. While the tenant presented some evidence like SNAP correspondence and power of attorney over the brother's bank account, the Court held the agency had a rational basis for concluding this was insufficient. The Court emphasized its deferential standard of review for administrative determinations, upholding …


The Role Of Dust Inputs And Sediment Phosphorus Diffusion Into Utah Lake, Utah, United States Of America, Kristen E. Smith Dec 2025

The Role Of Dust Inputs And Sediment Phosphorus Diffusion Into Utah Lake, Utah, United States Of America, Kristen E. Smith

Theses and Dissertations

Human activities have led to excessive nutrient enrichment which is greater than lake systems can naturally assimilate. This process is known as eutrophication and it is driving significant algae growth resulting in the more common release of harmful toxins. Utah Lake, located in Utah County, UT is one such water body that even after major reductions in anthropogenic phosphorus influent, continues to experience frequent, harmful algal blooms. The extent to which natural processes, like atmospheric dust deposition and sediment recycling, contribute to the lake's phosphorus budget is still poorly understood.

To address this gap of knowledge, this study quantified phosphorus …


Life-Threatening Bradycardia In Anti-Nmda-Receptor Encephalitis And A Novel Use For Permanent Pacing, Areeba Basit, Yike Jiang, Emily A Smitherman, Heather Van Mater, Taylor Howard, Alexander J Sandweiss, Kristen S Fisher Dec 2025

Life-Threatening Bradycardia In Anti-Nmda-Receptor Encephalitis And A Novel Use For Permanent Pacing, Areeba Basit, Yike Jiang, Emily A Smitherman, Heather Van Mater, Taylor Howard, Alexander J Sandweiss, Kristen S Fisher

Faculty, Staff and Students Publications

Background: Pediatric anti-NMDA receptor encephalitis (pNMDARE) is an autoantibody-mediated disorder that can cause severe autonomic dysfunction, including symptomatic bradycardia and asystole. Dysautonomia can last for years, making it very challenging to manage.

Objective: To describe outcomes of 5 pNMDARE patients with life-threatening bradycardic and/or asystolic events who were managed with permanent or semi-permanent pacemaker implantation.

Methods: We performed a retrospective chart review of 5 patients from multiple institutions. We included patients with a diagnosis of pNMDARE (confirmed by positive cerebrospinal fluid and/or serum anti-NMDAR antibodies) who had a permanent or semi-permanent pacemaker placed due to symptomatic bradycardia, sinus pauses, and/or …


Spatial Conversations: Opportunities To Share Geographic Knowledge, L. Jesse Rouse, Barbara L. Maclennan, Susan J. Bergeron, H. Franklin Lafone Dec 2025

Spatial Conversations: Opportunities To Share Geographic Knowledge, L. Jesse Rouse, Barbara L. Maclennan, Susan J. Bergeron, H. Franklin Lafone

Anthropology and Geography

For more than twenty years geographers have taken advantage of “new media” to share information, make connections, and expand the “spatial conversation.” As blogs opened the door for informal self-publishing and communicating about narrow, focused topic areas, geographers began to use emerging media platforms to present ideas to a broader audience, more quickly and interactively, as new data and technologies became available. Audio podcasts and videos broadened the platforms for dissemination and provide a greater level of immersion through digital media. Between the open publishing and subscription opportunities, and interaction provided through comments and social media engagement, a dialectic was …


Wild Robots: Humans, Wilderness, And Technology In Becky Chambers’ Monk And Robot Series, Melissa Moore Dec 2025

Wild Robots: Humans, Wilderness, And Technology In Becky Chambers’ Monk And Robot Series, Melissa Moore

Honors Theses

As technology advances and the environment deteriorates, the way people view the relationships between technology, wilderness, and humans becomes essential for society to move forward. To investigate perceptions about technology’s place in an environmentally conscious society, this project examines manifestations of wilderness/wildness and technology in Becky Chambers’ Monk and Robot series through the lens of ecocriticism. Using Timothy Morton's concept of the ecological thought as a framework for analysis, the circumstances present in the novel suggest that the triangle separating humans, wilderness, and technology has actually collapsed, replaced by an enmeshment of technology, wilderness, and humanity.


Child Maltreatment And Recidivism: Do Maltreatment Patterns Influence General And Violent Reoffending?, Nan Li, Matt Shelton, Elena L. Grigorenko Dec 2025

Child Maltreatment And Recidivism: Do Maltreatment Patterns Influence General And Violent Reoffending?, Nan Li, Matt Shelton, Elena L. Grigorenko

Psychological Science Faculty Publications

This study examined whether patterns of maltreatment predicted reoffending among 5,194 justice-involved youth (JIY) from a large Texas juvenile probation department. Using latent class analysis on five maltreatment types (physical abuse, emotional abuse, sexual abuse, neglect, and exposure to domestic violence), we empirically identified three classes: “Poly-victimization” (17.8%; high across all types), “Psychological Maltreatment” (15.3%; high emotional abuse and neglect), and “Low Maltreatment” (66.9%; low/moderate across types). JIY in the “Poly-victimization” and “Psychological Maltreatment” classes were more likely to engage in general and violent reoffending within 1 year controlling for covariates. These findings highlight the varying importance of different maltreatment …


Factors Influencing The Choice Of Neurology As A Specialty Among Medical Students And Physicians In Saudi Arabia: A Cross-Sectional Study, Muhannad A. Alahmadi, Moath M. Alomairi, Aseel O. Banasir, Omar Babateen Dec 2025

Factors Influencing The Choice Of Neurology As A Specialty Among Medical Students And Physicians In Saudi Arabia: A Cross-Sectional Study, Muhannad A. Alahmadi, Moath M. Alomairi, Aseel O. Banasir, Omar Babateen

Saudi Toxicology Journal

Neurological disorders represent a substantial global health burden and contribute to the rising demand for neurologists. In Saudi Arabia, the shortage of neurologists underscores the importance of understanding how medical students and physicians perceive neurology as a career. This study aimed to explore the level of interest in neurology and identify factors influencing specialty selection. This cross-sectional study was conducted between November and December 2024 among undergraduate medical students and medical graduates (residents, fellows, specialists, and consultants) in Saudi Arabia. First-year students and those without prior exposure to neurology were excluded. Data were collected through a structured online questionnaire distributed …


Sustainability Strategies For Independent, Quick-Service Restaurant Businesses To Survive Beyond 5 Years, Winston Daniel Pauley Dec 2025

Sustainability Strategies For Independent, Quick-Service Restaurant Businesses To Survive Beyond 5 Years, Winston Daniel Pauley

Walden Dissertations and Doctoral Studies

Independent quick-service restaurant owners face challenges sustaining their businesses beyond 5 years of operation. Many independent quick-service restaurant owners are concerned about maintaining sustainable business operations, as failure can negatively affect owners, employees, and the communities they serve. Grounded in the resourcebased view theory, the purpose of this qualitative pragmatic inquiry project was to explore the successful sustainability strategies that quick-service restaurant owners used to survive beyond 5 years. The participants were six independent, quick-service restaurant owners operating in the state of Maryland who employed effective sustainability strategies to survive for more than 5 years. Data were collected using semistructured …


Workplace Dignity Amongst Clinical Nurses, Jennifer De Beer, Hawazen Rawas, Wadea Beheri Dec 2025

Workplace Dignity Amongst Clinical Nurses, Jennifer De Beer, Hawazen Rawas, Wadea Beheri

Individual Open Access Articles

Background: The workplace environment plays a pivotal role in employees’ lives as they spend many hours there. Recently, greater attention has been placed on workplace conditions as a key social determinant of health. One way through which workplace conditions may affect health is workplace dignity. This study aimed to describe clinical nurses’ workplace dignity.

Methods: The study design was descriptive and cross-sectional. Clinical nurses within a tertiary institution were randomly sampled. Data collection included the Workplace Dignity scale which is an 18 item-seven-point Likert scale consisting of dignity and indignity questions (α.98, and 0.95, respectively). Data collection commenced with a …


Clinical Nurses' Perceived Educational Value Of Nursing Journal Clubs, Jennifer De Beer, Elham Alsanea, Joynalyn Barrios, Shahd Brnawi, Wejdan Barayan, Wadea Beheri, Emily Lenore Heaphy Dec 2025

Clinical Nurses' Perceived Educational Value Of Nursing Journal Clubs, Jennifer De Beer, Elham Alsanea, Joynalyn Barrios, Shahd Brnawi, Wejdan Barayan, Wadea Beheri, Emily Lenore Heaphy

Individual Open Access Articles

Background: Evidence-based practice plays a pivotal role in modern nursing decision-making. Healthcare organizations must ensure that nurses consistently have access to and apply the most current evidence. The journal club is a key method for evidence-based education among healthcare professionals. The study aimed to evaluate the perceived educational value of journal clubs among clinical nurses.

Methods: The study used a cross-sectional descriptive survey approach. The setting included a large tertiary hospital in the western region of Saudi Arabia. A total of 208 nurses (mean age 38.9 ± 9.1 years; 88.9% female) were randomly sampled. Participants had attended an EBP workshop …


Rapid Detection Of Chicken Residues On Poultry Plant Surfaces Using Color And Fluorescence Spectrometry, Clark Griscom, Dongyi Wang, Corliss A. O'Bryan, Rimmo Room, Philip G. Crandall Dec 2025

Rapid Detection Of Chicken Residues On Poultry Plant Surfaces Using Color And Fluorescence Spectrometry, Clark Griscom, Dongyi Wang, Corliss A. O'Bryan, Rimmo Room, Philip G. Crandall

Food Science Faculty Publications and Presentations

Color and fluorescence spectrometry were evaluated as rapid, objective tools for verifying the cleanliness of poultry-processing food-contacting surfaces contaminated with a model chicken solution across six common materials. Both techniques detected chicken residues at dilutions several orders of magnitude below human visual and olfactory thresholds, with stainless steel and blue plastic yielding the largest color differences between clean and contaminated states and fluorescence measurements remaining highly sensitive on all tested surfaces. Representative limits of detection were on the order of 1:50-1:100 dilution of chicken residue for color measurements on most surfaces and approximately 1:50 for fluorescence measurements, compared with human …


Limited Agreement On Acl Tear Location Between Arthroscopy And Mri: A Prospective Evaluation, Richard Silverman, Derrick M Knapik, Matthew V Smith, Jonathan C Baker, Kelby Napier, Matthew J Matava, Robert H Brophy Dec 2025

Limited Agreement On Acl Tear Location Between Arthroscopy And Mri: A Prospective Evaluation, Richard Silverman, Derrick M Knapik, Matthew V Smith, Jonathan C Baker, Kelby Napier, Matthew J Matava, Robert H Brophy

2020-Current year OA Pubs

BACKGROUND: Renewed interest in anterior cruciate ligament (ACL) preservation has led to increased focus on tear location within the knee joint in treatment decisions, with primary ACL repair reserved for proximal tears. Retrospective studies have reported varying tear locations in adults when assessed on magnetic resonance imaging (MRI), with few studies comparing tear location on MRI versus intraoperative findings.

PURPOSE: To prospectively determine the distribution of ACL tear location assessed on MRI versus intraoperative evaluation to test the hypothesis that < 15% of ACL tears are proximal type avulsions.

STUDY DESIGN: Cohort study (Diagnosis); Level of evidence, 2.

METHODS: A total of 174 patients with clinically confirmed full-thickness ACL …


Acceptance And Commitment Therapy: A Treatment Option For Substance Use Disorders, Miriam N. Mukasa, Ashley Yaugher, Ty Aller Dec 2025

Acceptance And Commitment Therapy: A Treatment Option For Substance Use Disorders, Miriam N. Mukasa, Ashley Yaugher, Ty Aller

All Current Publications

There are many evidence-based treatments for individuals experiencing substance use disorders (SUDs) that support both individuals and families. Psychological treatments are effective for a wide range of SUDs, making them a key approach for helping people with differing needs. This fact sheet provides information on treatments and provides more detail about acceptance and commitment therapy as a SUD treatment support.


Framework For Process-Aware Cyber-Physical Security Monitoring, Detection, Triage, And Response, Moath Sakaji Dec 2025

Framework For Process-Aware Cyber-Physical Security Monitoring, Detection, Triage, And Response, Moath Sakaji

Defensive Publications Series

This disclosure describes techniques of process-aware cyber-physical security in an operational technology (OT) environment. Time-series process data is ingested from a secure replica of a process historian and IT security data. A cyber-physical context engine (CPCE) includes a library of machine learning models each trained for a specific operational state. The CPCE analyzes the process data to detect physical anomalies. Physical anomalies are correlated with IT security data to identify cyber-physical attack patterns. An incident response module enforces a safety-gated, collaborative workflow between security analysts and plant operators, prioritizing physical process stability. A generative AI-assisted workflow enables human analysts to …


Integration Of Algae In Buildings: Challenges And Opportunities, Marwa Said Saad, Mostafa Refaat, Ashraf Nessim Dec 2025

Integration Of Algae In Buildings: Challenges And Opportunities, Marwa Said Saad, Mostafa Refaat, Ashraf Nessim

Mansoura Engineering Journal

Buildings produce 40% of energy-associated CO2 emissions and 35% of worldwide energy use which makes it one of the main factors of global warming. The use of bioactive materials on building façades is a creative way to address the aforementioned problems. The biotechnical potential of microalgae architecture to achieve net-zero energy architecture while simultaneously advancing ecological sustainability and occupant well-being has drawn attention. This paper aims to analyzing and investigating techniques of integration of algae in architecture showing the challenges and opportunities of this implementation. Analytical and Comparative analytical method were used in this paper, Initially, a thorough literature review …


College Athlete Mental Health: Identifying Sources Of Support In Collegiate Athletics, Levone Lee, Lauren Beasley, Kaylee A. Palomino, Patricia M. Kelshaw, Joycelyn Kennedy, Deborah Chanan, Elinah Russell, Tarkington J. Newman Dec 2025

College Athlete Mental Health: Identifying Sources Of Support In Collegiate Athletics, Levone Lee, Lauren Beasley, Kaylee A. Palomino, Patricia M. Kelshaw, Joycelyn Kennedy, Deborah Chanan, Elinah Russell, Tarkington J. Newman

Journal of Issues in Intercollegiate Athletics

Despite having access to resources and services, college athletes continue to encounter negative mental health experiences and outcomes. Prior research has begun to identify key sources of social support within collegiate athletics, including teammates and athletic trainers. However, there is limited understanding of with whom college athletes feel most comfortable discussing their mental health. The current study aims to identify preferred sources of social support when athletes wish to discuss their mental health and, in turn, examine differences in preference among unique college athlete populations. In total, 247 college athletes participated in the study, representing eight universities within an NCAA …


Heat Waves And Heart Rates: Exploring The Correlation Between Temperature And Anxiety, Denise Lori Loewinger, Laci Joy Walmer Dec 2025

Heat Waves And Heart Rates: Exploring The Correlation Between Temperature And Anxiety, Denise Lori Loewinger, Laci Joy Walmer

Student Scholar Symposium

“Will an individual be more prone to anxiety or panic attacks with an increase in body temperature?” Anxiety is defined as a feeling of worry, nervousness, or unease, typically about an imminent event or something with an uncertain outcome. Commonly known is the idea that situational factors, such as the death of a family member or financial stress may increase a person’s anxiety levels. Yet, according to research, factors such as physical location or high temperatures may also determine the prominence of anxiety. Using temperature- controlled environments in conjunction with medical instruments, we measured the anxiety levels of participants through …


Integrating Multimodal Analysis For Chemical Detection In Victorian Bookcloth: Correlations, Advantages, And Limitations, Leila Ais, Abigail L. Hoermann, Jafer Aljorani Dec 2025

Integrating Multimodal Analysis For Chemical Detection In Victorian Bookcloth: Correlations, Advantages, And Limitations, Leila Ais, Abigail L. Hoermann, Jafer Aljorani

Student Scholar Symposium

The detection of heavy metals in Victorian textiles presents a set of unique analytical challenges that cannot be addressed through usage of a single modality. Here, we detail a novel multimodal analytical approach that integrates distinct yet complementary instrumentation: inductively coupled plasma-optical emission spectroscopy (ICP-OES) offering precise quantitative elemental analysis, portable X-ray fluorescence (pXRF) enabling rapid, affordable, and non-destructive detection, electron dispersive spectroscopy – scanning electron microscopy (EDS-SEM) mapping elemental distributions and sample topography, and X-ray diffraction (XRD) revealing crystalline structures. This comparative study highlights the strengths and limitations of each analytical technique, demonstrating how their combined use provides a …


Environmental, Social, And Governance (Esg) Teaching Resources For Use In Any Accounting Class, Misty Newby Dec 2025

Environmental, Social, And Governance (Esg) Teaching Resources For Use In Any Accounting Class, Misty Newby

Student Scholar Symposium

With current and future Environmental, Social, and Governance (ESG) reporting regulations, industry pressures, and stakeholder expectations, many organizations integrate ESG goals into business strategy. To aid accounting faculty in their goal of preparing students with the knowledge, skills, and abilities to create, review, and audit ESG reports, this flexible, three-part ESG teaching module can be used in whole or in part in any accounting course. This teaching resource provides lecture files (Google Slides), lecture notes, and student assignments and can be scaled up or down to fit the lecture needs. Topics covered in the modules include Sustainability, Climate Change, and …


Importance Of Sustainability Within Children’S Hospitals, Ashley Newby Dec 2025

Importance Of Sustainability Within Children’S Hospitals, Ashley Newby

Student Scholar Symposium

Author: Ashley Newby

Presentation Type: Poster

Faculty Mentor: G. Dodd Galbreath

Discipline: Sustainability and Pediatric Nursing

Importance of Sustainability within Children’s Hospitals

Sustainability is an important aspect of every environment that one encounters. For pediatric patients entering a children’s hospital, it is probably not something that is important and at the top of their list when looking for healthcare. However, sustainable children’s hospitals have not only their patients as their first priority, but they also take the earth into account. Some might not realize that they are walking into a sustainable children’s hospital unless someone tells them.

Topics include:

-Look …


Making Robotic Reinforcement Learning More Efficient: Analyzing The Serl Framework, Faris Jugovic, Cleiver Ruiz-Martinez, Ryan Vander Stelt Dec 2025

Making Robotic Reinforcement Learning More Efficient: Analyzing The Serl Framework, Faris Jugovic, Cleiver Ruiz-Martinez, Ryan Vander Stelt

Student Scholar Symposium

Teaching robots through reinforcement learning (RL) has made great progress, but real-world training is still difficult. Robots need lots of practice to learn, rewards can be hard to define, and resetting the environment after each attempt is often a challenge. The Sample-Efficient Robotic Reinforcement Learning (SERL) framework helps solve these issues by offering a ready-to-use, open-source software package that makes RL more practical for real-world robotics.

This project explores SERL and how it improves robotic RL by making learning faster and more efficient. SERL includes smarter ways to reuse training data, automatic methods for understanding rewards from images, and a …


Challenges And Opportunities In Adult Group Piano Pedagogy, Sarah Faulk Dec 2025

Challenges And Opportunities In Adult Group Piano Pedagogy, Sarah Faulk

Student Scholar Symposium

Poster presentation describing one teacher's experience and observations of adult group piano teaching. This addresses challenges and making the most out of the opportunities presented.


Discussion Of The Collatz Conjecture, Morgan Hayes Dec 2025

Discussion Of The Collatz Conjecture, Morgan Hayes

Student Scholar Symposium

The Collatz conjecture was introduced in 1937, but, despite the efforts of many mathematicians, it has yet to be proven. It appears to have very little connection to other areas of mathematics, although some aspects of it allude to questions similar to those asked in studies of prime numbers and the Riemann Hypothesis. The nature of the Collatz sequence allows it to be useful in cryptography and semi-random number generation. Some, including Craig Alan Feinstein, believe a formal proof of the conjecture is not possible. Others believe mathematics has not been developed enough to resolve the issue. To enter into …


Divinely Woven, Lily Robinette Dec 2025

Divinely Woven, Lily Robinette

Student Scholar Symposium

The relationship between science and faith has often been viewed as contradictory, with individuals typically aligning with one perspective or the other. However, a deeper examination reveals that these two ideologies are not independent but are interconnected parts of the greater tapestry of life. This paper takes the audience on a journey through the thought process of a chemistry student of the spiritual and physical being affirming of each other rather than competing ideas. It delves into the concept of complex interactions of atoms and the purposeful design of life that suggest that the universe is not a product of …


Trauma Severity And Religious Detachment In Women Who Have Experienced Intimate Partner Violence Within A Religious Context, Trevor Hulan, Trevor Glenn Hulan Dec 2025

Trauma Severity And Religious Detachment In Women Who Have Experienced Intimate Partner Violence Within A Religious Context, Trevor Hulan, Trevor Glenn Hulan

Student Scholar Symposium

Intimate partner violence is often a traumatic experience that impacts all aspects of a person’s life, including their spiritual well-being. The goal of this research is to study the intersection of psychology and religion. This study assesses the severity of trauma and religious detachment in women who have experienced intimate partner violence within a religious context. The study utilizes the PTSD Checklist (PCL-5) and the Spiritual Harm and Abuse Scale (SHAS) to examine the relationship between PTSD severity and religious detachment in participants. It is hypothesized that women who have experienced intimate partner violence within a religious context will score …


Exploring The Effects Of Indoor Plants On Executive Function, Jose Romero Dec 2025

Exploring The Effects Of Indoor Plants On Executive Function, Jose Romero

Student Scholar Symposium

The link between greenery in schools and cognitive performance is underexplored, even with evidence of its benefits in other settings. Research indicates that adding green plants to an office can improve mood and lower stress (Bergefurts et al., 2021). This study explored the factors behind the psychological benefits of indoor plants on executive function in college students. The study proposed two competing hypotheses based on Attention Restoration Theory (ART) and Enrichment Theory. The study is a 2x2 between-subjects factorial design, in which participants were exposed to environments with or without plants and with or without organizational enrichment. Participants were undergraduate …


Intersecting Physics And Medicine Through Computed Tomography, Christopher Wengert, Madouna Barsoum, Dominick Dingus Dec 2025

Intersecting Physics And Medicine Through Computed Tomography, Christopher Wengert, Madouna Barsoum, Dominick Dingus

Student Scholar Symposium

Computed Tomography (CT) imaging is a cornerstone of modern medicine. Enabling detailed internal imaging for diagnostic and therapeutic applications. This project explores the physics underlying CT imaging, highlighting how fundamental principles of physics integrate seamlessly with medical advancements. We will examine X-Ray generation, attenuation, and image reconstruction, demonstrating how varying tissue densities influence scan results. The role of mathematical algorithms, such as filtered back protection and iterative reconstruction, will be discussed in relation to image clarity and radiation does optimization.

Additionally, we will address the balance between image resolution and patient safety, emphasizing the importance of minimizing radiation exposure while …