Open Access. Powered by Scholars. Published by Universities.®

Digital Commons Network™

Open Access. Powered by Scholars. Published by Universities.®

Discipline
Institution
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 90481 - 90510 of 1328171

Full-Text Articles in Entire DC Network

Establishing “The Fossil Record”: A Database Of Vertebrate Paleontological Sites Across The State Of Tennessee, Sarah Mclaurine May 2024

Establishing “The Fossil Record”: A Database Of Vertebrate Paleontological Sites Across The State Of Tennessee, Sarah Mclaurine

Electronic Theses and Dissertations

Fossil localities across the state of Tennessee and the data related to those sites were compiled from Tennessee Division of Geology Bulletin 84, titled “Tennessee’s Prehistoric Vertebrates,” and stored in a Microsoft Access geodatabase housed by the Department of Collections at the East Tennessee State University Museum of Natural History located at the Gray Fossil Site. Included in the database are forms to enter new site localities, view information about those already entered, view and add data to a master faunal list for the state, view sites repository information and store and add documents that are key-word searchable from the …


Vmed 531: Introduction To Animal Welfare A Faculty-Led Inquiry Into Reflective Scholarly Teaching Benchmark Portfolio, Amy Walton May 2024

Vmed 531: Introduction To Animal Welfare A Faculty-Led Inquiry Into Reflective Scholarly Teaching Benchmark Portfolio, Amy Walton

UNL Faculty Course Portfolios

This benchmark portfolio documents course design, student learning, and reflection of teaching methods for VMED 531 Introduction to Animal Welfare. This one credit hour course provides an overview of animal welfare topics and assessment through a veterinary medical lens. Participants are first year veterinary students that have been accepted into Professional Program of Veterinary Medicine (PPVM). This course creates a foundational knowledge base regarding animal welfare topics and fosters critical thinking with how veterinary treatments, surgeries, and animal-use practices influence animal welfare. The ability to utilize critical thinking skills and science-based evidence to create a sound solution is essential regarding …


Primary Care Patient Interests In Joining A Planned Multi-Cancer Early Detection Clinical Trial, Ronald E. Myers, Mie Hallman, Ayako Shimada, Melissa Dicarlo, Kaitlyn V. Davis, William T. Leach, Christopher V. Chambers May 2024

Primary Care Patient Interests In Joining A Planned Multi-Cancer Early Detection Clinical Trial, Ronald E. Myers, Mie Hallman, Ayako Shimada, Melissa Dicarlo, Kaitlyn V. Davis, William T. Leach, Christopher V. Chambers

Department of Medical Oncology Faculty Papers

INTRODUCTION: Clinical trials are being conducted and are being planned to assess the safety and efficacy of multi-cancer early detection (MCED) tests for use in cancer screening. This study aimed to determine the feasibility of primary care patient outreach in recruiting participants to a planned MCED clinical trial, assess patient interest in trial participation, and measure decisional conflict related to participation.

METHODS: The research team used the electronic medical record of a large, urban health care system to identify primary care patients 50-80 years of age who were potentially eligible for a planned MCED trial. We mailed information about the …


Warped Product Pointwise Hemislant Submanifolds Whose Ambient Spaces Arenearly Para-Kaehler Manifolds, Sedat Ayaz, Yilmaz Gündüzalp May 2024

Warped Product Pointwise Hemislant Submanifolds Whose Ambient Spaces Arenearly Para-Kaehler Manifolds, Sedat Ayaz, Yilmaz Gündüzalp

Turkish Journal of Mathematics

In this article, we explain pointwise slant, pointwise hemislant, and warped product pointwise hemislant submanifolds whose ambient spaces are nearly para-Kaehler manifolds. Also, we obtain several theorems and examples. Subsequently, we get some results concerning the inequality.


Multi-Script Handwriting Identification By Fragmenting Strokes, Joshua Jude Thomas May 2024

Multi-Script Handwriting Identification By Fragmenting Strokes, Joshua Jude Thomas

Graduate Theses and Dissertations (2019 - present)

This study tests the effectiveness of Multi-Script Handwriting Identification after simplifying character strokes, by segmenting them into sub-parts. Character simplification is performed through splitting the character by branching-points and end-points, a process called stroke fragmentation in this study. The resulting sub-parts of the character are called stroke fragments and are evaluated individually to identify the writer. This process shares similarities with the concept of stroke decomposition in Optical Character Recognition which attempts to recognize characters through the writing strokes that make them up. The main idea of this study is that the characters of different writing‑scripts (English, Chinese, etc.) may …


Exploring The Relationship Between Anxiety And Virtual Reality Sickness, David Wesley Woolverton May 2024

Exploring The Relationship Between Anxiety And Virtual Reality Sickness, David Wesley Woolverton

Graduate Theses and Dissertations (2019 - present)

As virtual reality (VR) becomes more commonly used in education, it is important to understand the technology’s weakness and mitigate any potential negative effects on student success. One adverse side-effect of VR use is simulation-induced motion sickness, known in the context of VR as VR sickness. Previous research by Howard and Van Zandt (2021) found that possessing a phobia had a significant positive correlation with VR sickness, but only if the phobia is triggered by the simulation, suggesting that symptoms are actually connected to the anxiety the phobia induces. This study explored the hypothesized correlation between anxiety and VR sickness, …


Ictal Central Apnea Is Predictive Of Mesial Temporal Seizure Onset: An Intracranial Investigation, Nuria Lacuey, Blanca Talavera, Oman Magana-Tellez, Oscar Mancera-Páez, Norma Hupp, Xi Luo, Johnson P Hampson, Jaison Hampson, M R Sandhya Rani, Manuela Ochoa-Urrea, Omar A Alamoudi, Stephen Melius, Sandipan Pati, Jay Gavvala, Nitin Tandon, John C Mosher, Samden D Lhatoo May 2024

Ictal Central Apnea Is Predictive Of Mesial Temporal Seizure Onset: An Intracranial Investigation, Nuria Lacuey, Blanca Talavera, Oman Magana-Tellez, Oscar Mancera-Páez, Norma Hupp, Xi Luo, Johnson P Hampson, Jaison Hampson, M R Sandhya Rani, Manuela Ochoa-Urrea, Omar A Alamoudi, Stephen Melius, Sandipan Pati, Jay Gavvala, Nitin Tandon, John C Mosher, Samden D Lhatoo

Faculty, Staff and Student Publications

Objective: Ictal central apnea (ICA) is a semiological sign of focal epilepsy, associated with temporal and frontal lobe seizures. In this study, using qualitative and quantitative approaches, we aimed to assess the localizational value of ICA. We also aimed to compare ICA clinical utility in relation to other seizure semiological features of focal epilepsy.

Methods: We analyzed seizures in patients with medically refractory focal epilepsy undergoing intracranial stereotactic electroencephalographic (SEEG) evaluations with simultaneous multimodal cardiorespiratory monitoring. A total of 179 seizures in 72 patients with reliable artifact-free respiratory signal were analyzed.

Results: ICA was seen in 55 of 179 (30.7%) …


A Precious Gift: A Reflection And Resource On Water Quality And Sustainability, Mark Potosnak, Andrew Panelli, Adrienne Kalmes, Antonio Quintanilla, Dr. George Nassos, Michael Terrien, Obl. Osb May 2024

A Precious Gift: A Reflection And Resource On Water Quality And Sustainability, Mark Potosnak, Andrew Panelli, Adrienne Kalmes, Antonio Quintanilla, Dr. George Nassos, Michael Terrien, Obl. Osb

College of Science and Health Faculty and Staff Works

This reflection, prepared by Illinois Catholics concerned with the intersection of faith, environmental stewardship, and social justice, explores the theological, moral, and practical dimensions of water quality and sustainability in the state. Rooted in Scripture, and Catholic liturgy and tradition, it affirms water as a sacred gift, essential for life and a universal human right. Drawing on Catholic social teaching and Pope Francis’ Encyclical Laudato Si’: On Care for Our Common Home, it examines pressing water challenges in Illinois, including contamination from coal ash, nitrates, PFAS, and lead, as well as infrastructure, affordability, and sustainability concerns. The document offers an …


Trust Model Measurements For The Energy Grid Of Things, N. Sonali Fernando, John M. Acken, Robert Bass May 2024

Trust Model Measurements For The Energy Grid Of Things, N. Sonali Fernando, John M. Acken, Robert Bass

Electrical and Computer Engineering Faculty Publications and Presentations

Information security is essential for the reliable operation of an Energy Grid of Things (EGoT). In addition to basic information security protocols as defined by published standards, there is a need for a monitoring function that measures the trustworthiness of the various actors participating in an EGoT. We describe in this paper the implementation and evaluation of a Distributed Trust Model that was developed specifically for monitoring communication within an EGoT. We then show how the model parameters are set using statistical measures for hypothesis testing.


Utilizing Electrical Geophysical Methods To Map Mycorrhizal Mycelium Networks Non-Invasively, Donald Pesonen May 2024

Utilizing Electrical Geophysical Methods To Map Mycorrhizal Mycelium Networks Non-Invasively, Donald Pesonen

Graduate Dissertations and Theses

Mycorrhizal mycelium networks are a key component to forest health. These networks act as a transportation system for nutrients, are major players in carbon and nitrogen cycling, and can provide some level of drought resistance to the surrounding flora. Due to the location and size of these network’s filaments, studying mycelium non-invasively has been difficult. The alternative method of laboratory grown samples, lacks the important environmental factors that play into the growth and development of mycelium. Mycelium’s inherent conductivity and moisture retention allows for these networks to be a viable target for electrical geophysical equipment. CMD-Tiny, a small shallow depth …


Project Foresight Annual Report, 2022-2023, Paul Speaker May 2024

Project Foresight Annual Report, 2022-2023, Paul Speaker

Faculty & Staff Scholarship

Project FORESIGHT is a business-guided self-evaluation of forensic science laboratories across the globe. The participating laboratories represent local, regional, state, and national agencies. Economics, accounting, finance, and forensic faculty provide assistance, guidance, and analysis. Laboratories participating in Project FORESIGHT have developed standardized definitions for metrics to evaluate work processes, linking financial information to work tasks, and functions. Laboratory managers can then assess resource allocations, efficiencies, and value of services—the mission of Project FORESIGHT is to measure, preserve what works, and change what does not.

The benchmark data for the 2022-2023 performance period includes laboratory submissions for a variety of fiscal …


Modeling Sex-Specific Changes In Myocardial Fibrosis, Grace Martin May 2024

Modeling Sex-Specific Changes In Myocardial Fibrosis, Grace Martin

Chemical Engineering Undergraduate Honors Theses

Heart disease the leading cause of death for both men and women in the United States. Cardiac fibrosis, or accumulation of extracellular matrix proteins in the heart, can occur after a heart attack and increase the risk for further complications. Current treatments for heart disease do not include extracellular matrix regulators, partly due to the complicated signaling network responsible for the production of these proteins. By using a computational model of the signaling network in cardia fibroblasts, the relationship between particular molecules and downstream extracellular matrix production can be examined.

Biological sex is an important factor for cardiac health and …


Books As Bridges: Utilizing Multicultural Literature To Foster Connection, Representation, And Inclusivity In Student Education, Elizabeth Vega May 2024

Books As Bridges: Utilizing Multicultural Literature To Foster Connection, Representation, And Inclusivity In Student Education, Elizabeth Vega

Curriculum and Instruction Undergraduate Honors Theses

Background: Linguistic and demographic diversity is growing in classrooms across the United States however teacher demographics remain overwhelmingly composed of monolingual white women. There is great need for a bridge between cultures that honors and empowers diverse experiences. Through personal and professional experiences, I have witnessed the power of crossing cultural bridges through literature. Purpose: This study investigates the role of multicultural literature as a powerful tool to bridge cultural divides, provide authentic representation for marginalized groups, and cultivate a sense of belonging among students from various backgrounds. Methodology: This study reviewed peer-reviewed sources to gather insights into the effectiveness …


Exploring Mid-Level Teacher Use Of Behavior-Specific Praise And General Praise, Catherine Anderson May 2024

Exploring Mid-Level Teacher Use Of Behavior-Specific Praise And General Praise, Catherine Anderson

Curriculum and Instruction Undergraduate Honors Theses

Behavior-specific praise (BSP) is an evidence-based classroom management practice that can be used to increase desired behavior and decrease undesired behavior. Teachers use general praise (GP) more frequently even though it has proven to be less effective than BSP. This study extends previous research on frequency behavior-specific praise in mid-level classrooms. The expected outcome was that mid-level teacher rates of BSP would be much lower than GP. The proposed research questions include the following: What are middle school teacher’s rates of general praise vs. behavior-specific praise? Do teachers deliver behavior-specific praise more frequently to individual students or groups of students? …


School Readiness Social Questions And Generalization To Net Using Aac Devices For Early Childhood Students With Autism, Madison Leighr May 2024

School Readiness Social Questions And Generalization To Net Using Aac Devices For Early Childhood Students With Autism, Madison Leighr

Curriculum and Instruction Undergraduate Honors Theses

This study’s purpose was to provide intervention support with communication for participants on the autism spectrum between the ages of four and five years old before entering kindergarten using a handheld speech-generating device (SGD). With a multiple-baseline across-subjects approach, participants gained the skills to communicate their knowledge on kindergarten readiness questions whether verbally or through the assistance of a handheld speech-generating device (SGD) exposed to them during the intervention. This single-subject research study done during my internship taught school-readiness social questions to preschool students with autism with generalization to the natural environment teaching (NET). Using the natural environment teaching method …


Assessing Teachers’ Dispositions Towards Culturally Responsive Pedagogy In Northwest Arkansas High Schools, Rylie Ford May 2024

Assessing Teachers’ Dispositions Towards Culturally Responsive Pedagogy In Northwest Arkansas High Schools, Rylie Ford

Curriculum and Instruction Undergraduate Honors Theses

Culturally responsive pedagogy (CRP) entails the use of cultural knowledge, prior experiences, and learning styles of ethnically and culturally diverse students to make instruction more relevant and effective for them. Furthermore, practices within this pedagogy are validating, inclusive, emancipatory, and ethical, and help diverse students succeed academically while maintaining their cultural identity. Numerous studies have indicated that using culturally responsive pedagogy increases student academic achievement, sense of self, and emotional well-being (Ladson, 1995; Gay, 2018). Considering the varying degrees of cultural and linguistic diversity in Northwest Arkansas (NWA) schools and the lack of reported professional development relating to CRP, this …


"Speak Arabic!": Arabic Dialect Comparison Videos And The Reconfiguration Of The Maghreb-Mashreq Language Ideology, Jacquelyn Stewart-Kuhn May 2024

"Speak Arabic!": Arabic Dialect Comparison Videos And The Reconfiguration Of The Maghreb-Mashreq Language Ideology, Jacquelyn Stewart-Kuhn

Honors Theses

There is a hidden power imbalance in the Arabic-speaking world. It is not related to warfare, politics, or oil, but language. For decades, Egyptian and Levantine (Mashreqi) dialects have been over-represented in Arabic language media, to the detriment of North African (Maghrebi) dialects. This imbalance has played a crucial role in reinforcing what Hachimi (2013) refers to as the “Maghreb-Mashreq language ideology,” i.e. the belief that Mashreqi dialects are superior to Maghrebi dialects. Yet in an era of social media, Mashreqi voices and dialects are becoming less dominant, and Arabic-speakers across the region are being increasingly exposed to Maghrebi voices …


Deep Learning Using Vision And Lidar For Global Robot Localization, Brett E. Gowling May 2024

Deep Learning Using Vision And Lidar For Global Robot Localization, Brett E. Gowling

Master's Theses

As the field of mobile robotics rapidly expands, precise understanding of a robot’s position and orientation becomes critical for autonomous navigation and efficient task performance. In this thesis, we present a snapshot-based global localization machine learning model for a mobile robot, the e-puck, in a simulated environment. Our model uses multimodal data to predict both position and orientation using the robot’s on-board cameras and LiDAR sensor. In an effort to minimize localization error, we explore different sensor configurations by varying the number of cameras and LiDAR layers used. Additionally, we investigate the performance benefits of different multimodal fusion strategies while …


Optimizing Web Delivery: The Impact Of Rendering Methods On User Experience Across Network Conditions, Cagan Sevencan May 2024

Optimizing Web Delivery: The Impact Of Rendering Methods On User Experience Across Network Conditions, Cagan Sevencan

Master's Theses

In an era where web applications are pivotal for global information dissemination and user engagement, ensuring the performance and accessibility of static web content is paramount. This need is particularly significant given the diverse accessibility requirements worldwide, influenced by varying network generations and the real-time rendering of static elements such as text, images, and videos on devices ranging from laptops to cell phones. This thesis embarks on a comparative study of client-side rendering (CSR) and server-side rendering (SSR), two fundamental techniques determining how various platforms present static content. Through detailed examination, the study aims to shed light on the nuances …


What Is The Readiness Of Social Work Students To Work With Autistic Individuals?, Ignacio Aguilar Pelaez May 2024

What Is The Readiness Of Social Work Students To Work With Autistic Individuals?, Ignacio Aguilar Pelaez

Electronic Theses, Projects, and Dissertations

ABSTRACT

The focus of this research proposal is to assess the readiness of social work graduate students to work with Autistic individuals. The study was conducted in partnership with an undisclosed Southern California university. The study was conducted from a positivist perspective and used the social model of disability theory as a theoretical orientation. Researchers surveyed 64 MSW students utilizing a Qualtrics survey, specifically designed for this study. The results in this study indicate that most of the social work students who participated in this study possess a satisfactory understanding and knowledge of ASD. Although the results showed that over …


Impact Of Perinatal Escitalopram Exposure On Adolescent Behavior, Jessica Bezenah - Bottorff May 2024

Impact Of Perinatal Escitalopram Exposure On Adolescent Behavior, Jessica Bezenah - Bottorff

Electronic Theses, Projects, and Dissertations

Escitalopram (EST), a selective serotonin reuptake inhibitor (SSRI), is an antidepressant frequently used during pregnancy, yet there is limited knowledge of its long-term effects on maternal use. Past studies suggest that maternal exposure may adversely affect the fetus, which may be due to the hyperserotonergic environment caused by the nature of SSRIs during early development. Modifications of the serotonergic system in offspring during certain critical periods of development may result in long-term behavioral and cognitive changes in adulthood. Further, recent human studies have demonstrated that prenatal exposure to SSRIs in humans may increase susceptibility to autism spectrum disorder (ASD) and …


Career Motivation As Mediator Between Cultural Self-Construal And Interest, Mengxuan Zhang May 2024

Career Motivation As Mediator Between Cultural Self-Construal And Interest, Mengxuan Zhang

Electronic Theses, Projects, and Dissertations

Understanding the association between career motivations and interest-occupation congruence can help people with different cultural backgrounds make better career decisions. The goal of the study was to examine how cultural differences predicted interest congruence, and whether career motivation was a significant mediator in the prediction. I hypothesized that independent self-construal would be associated with internal career motivation most strongly (H1), while interdependent self-construal will be associated with interpersonal career motivation most strongly (H2). Additionally, internal career motivation would mediate the relationship between independent self-construal and interest congruence (H3), and whether internal career motivation mediated the relationship between interdependent self-construal and …


The Most Important Voices In The Room: Understanding The Academic Needs Of Us-Educated Latino English Learners In Higher Education, Lisa Davenport May 2024

The Most Important Voices In The Room: Understanding The Academic Needs Of Us-Educated Latino English Learners In Higher Education, Lisa Davenport

Electronic Theses, Projects, and Dissertations

US-educated English learners (US-ELs) immigrated to the United States as children and enrolled in school where they began learning English. Ultimately, they graduate from high school, and the majority of those wishing to continue in higher education begin in community college. These students face tremendous barriers and have lower rates of access to and completion of higher education than English monolingual students.

The study examines the transitions of US-ELs from high school to community college in the years since the implementation of California Assembly Bills 705 and 1705 and the COVID-19 pandemic. The researcher used three theoretical frameworks – LatCrit, …


Child Maltreatment Primary Prevention Methods In The U.S.: A Systematic Review Of Recent Studies, Maria Godoy-Murillo May 2024

Child Maltreatment Primary Prevention Methods In The U.S.: A Systematic Review Of Recent Studies, Maria Godoy-Murillo

Electronic Theses, Projects, and Dissertations

Background: Child maltreatment remains a widespread issue in the United States of America, (U.S.). Identifying effective methods of preventing child maltreatment is key to reducing the prevalence of this issue. Objective: This systematic review provides an overview of contemporary primary child maltreatment prevention methods in the U.S. to investigate their effectiveness. Methods: Using the OneSearch database, the following keywords were included: (“prevention methods” and “child maltreatment”), (“parental leave” and “child maltreatment”), (“primary prevention” and “child maltreatment”), (WIC and “child maltreatment”), (“home visit” and “child maltreatment”), (“child abuse and neglect” and “primary prevention”), (“affordable housing” and prevention and “child maltreatment”), (“early …


A Smart Hybrid Enhanced Recommendation And Personalization Algorithm Using Machine Learning, Aswin Kumar Nalluri May 2024

A Smart Hybrid Enhanced Recommendation And Personalization Algorithm Using Machine Learning, Aswin Kumar Nalluri

Electronic Theses, Projects, and Dissertations

In today’s age of streaming services, the effectiveness and precision of recommendation systems are crucial in improving user satisfaction. This project introduces the Smart Hybrid Enhanced Recommendation and Personalization Algorithm (SHERPA) a cutting-edge machine learning approach aimed at transforming how movie suggestions are made. By combining Term Frequency Inverse Document Frequency (TF-IDF) for content based filtering and Alternating Squares (ALS) with Weighted Regularization for filtering SHERPA offers a sophisticated method for delivering tailored recommendations.

The algorithm underwent evaluation using a dataset that included over 50 million ratings from 480,000 Netflix users encompassing 17,000 movie titles. The performance of SHERPA was …


Is A Social Support Based Model Better For Treating Alcoholism? A Systematic Review, Jordan Anthony Contreras May 2024

Is A Social Support Based Model Better For Treating Alcoholism? A Systematic Review, Jordan Anthony Contreras

Electronic Theses, Projects, and Dissertations

Alcoholism continues to persist as a significant health issue in the United States and impacts individuals and families across race, gender, and age. While much work has been made in the field of substance abuse treatment, there remains a substantial need for additional research to formulate effective strategies for treating alcoholism and related unhealthy drinking behaviors. The existing literature suggests that mutual support groups such as Alcoholics Anonymous are the standard for achieving successful recovery among those seeking help. Simultaneously, there exists a growing amount of research proposing a range of other interventions that may prove effective in treating alcoholism. …


Plagiarism And Original Authorship In The Age Of Ai: Present Complications And Future Directions, Sarah D. Lagioia May 2024

Plagiarism And Original Authorship In The Age Of Ai: Present Complications And Future Directions, Sarah D. Lagioia

Electronic Theses, Projects, and Dissertations

The concept of plagiarism, or the passing off of work produced by others as one’s own without appropriate acknowledgement of the source of creation, is not a new one. It is, however, being complicated in new and interesting ways by technological innovations such as artificial intelligence (AI)-based natural-language processing (NLP). In this paper, I investigate the present complications of defining and responding to plagiarism in the age of AI and suggest the future direction of our grappling with text-generative NLP programs such as OpenAI’s ChatGPT. This paper will describe perspectives on plagiarism and potential reasons behind the use of AI …


Supporting Formerly Incarcerated Individuals In Higher Education: A Quantitative Study, Lisa Marie Jones-Wiertz May 2024

Supporting Formerly Incarcerated Individuals In Higher Education: A Quantitative Study, Lisa Marie Jones-Wiertz

Electronic Theses, Projects, and Dissertations

People from various backgrounds in the United States have college aspirations. However, those with marginalized characteristics, particularly formerly incarcerated individuals, face multiple barriers in their quest for higher education. This study carries a twofold purpose: (a) determining the extent to which formerly incarcerated individuals in higher education in California feel supported and (b) determining types of support associated with educational success among formerly incarcerated individuals in higher education in California. Using the Person-in-Environment Framework, the nonprobability sampling methods of convenience and snowball, and a quantitative research design, this study surveyed 51 formerly incarcerated students enrolled across the California State University …


Substance Use Treatment Within The Us Prison System, Timothy Hicks May 2024

Substance Use Treatment Within The Us Prison System, Timothy Hicks

Electronic Theses, Projects, and Dissertations

This study examines the challenges and effectiveness of substance use disorder (SUD) treatment within US prisons, focusing on treatment availability, accessibility, and outcomes. Through a literature review spanning PsycINFO, Academic Search Premier, Criminal Justice Abstracts, JSTOR, and PubMed, it addresses the literature gap and healthcare needs for incarcerated individuals. The research identifies limited SUD treatment availability and explores the impact of medication-assisted treatments (MATs) and therapeutic interventions. It highlights barriers such as systemic stigma and inconsistencies in treatment access and quality. Findings advocate for evidence-based treatment's role in reducing recidivism and call for policy reform and enhanced collaborative efforts to …


Automated Brain Tumor Classifier With Deep Learning, Venkata Sai Krishna Chaitanya Kandula May 2024

Automated Brain Tumor Classifier With Deep Learning, Venkata Sai Krishna Chaitanya Kandula

Electronic Theses, Projects, and Dissertations

Brain Tumors are abnormal growth of cells within the brain that can be categorized as benign (non-cancerous) or malignant (cancerous). Accurate and timely classification of brain tumors is crucial for effective treatment planning and patient care. Medical imaging techniques like Magnetic Resonance Imaging (MRI) provide detailed visualizations of brain structures, aiding in diagnosis and tumor classification[8].

In this project, we propose a brain tumor classifier applying deep learning methodologies to automatically classify brain tumor images without any manual intervention. The classifier uses deep learning architectures to extract and classify brain MRI images. Specifically, a Convolutional Neural Network (CNN) …