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Full-Text Articles in Entire DC Network
Advances In Active And Passive Integrated Photonic Devices On Thin-Film Lithium Niobate, Pooja S. Kulkarni
Advances In Active And Passive Integrated Photonic Devices On Thin-Film Lithium Niobate, Pooja S. Kulkarni
Graduate Studies Theses and Dissertations 2026
Thin-film lithium niobate (TFLN) has emerged as a powerful platform for integrated photonics, combining the exceptional electro-optic, nonlinear, and optical properties of bulk lithium niobate with the scalability and compactness of planar nanophotonic technologies. Building on these principles, advanced device architectures such as adiabatic dichroic filters have demonstrated exceptional spectral performance spanning over two octaves of bandwidth on the TFLN platform. Beyond reciprocal devices, it also offers promising pathways toward integrated nonreciprocal components. By leveraging broadband filtering structures and advanced nonlinear photonic design strategies, compact and monolithic optical isolators can be envisioned without relying on traditional magneto-optic materials. In the …
A Complex Systems Integration Analysis Approach, Tamia Neal
A Complex Systems Integration Analysis Approach, Tamia Neal
Theses
It has been said that if the building blocks of a system were designed and implemented correctly, then their subsequent integration would be straightforward. The complex systems integration analysis approach presented in this thesis provides the mechanisms to construct those blocks. A spectral clustering algorithm is used to cluster elements into modules, and the normalized integrative complexity metric is used to evaluate the portion of structural complexity that can be attributed to integrating a system from its modules. Together, the algorithm and metric identify which aggregates of system elements reduce the complexity of the integration effort. The proposed integration analysis …
Spatially-Distributed Imu Array Navigation : Virtual Imu And Federated Approaches With Applications To Uncrewed Aerial Systems, Jackson Neese
Spatially-Distributed Imu Array Navigation : Virtual Imu And Federated Approaches With Applications To Uncrewed Aerial Systems, Jackson Neese
Theses
This thesis investigated lever arm effects on distributed inertial measurement unit (IMU) array navigation and evaluated the performance of multiple fusion architectures with applications to uncrewed aerial systems (UAS). The Kalman Filters comprise of three filters: a naive baseline, a filter tracking lever arm as a filter state, and a filter constraining lever arm state estimates around known values. These filters feed into a virtual IMU fusing raw measurements and a federated filter combining output states. Each are evaluated with equal, static, and dynamic weighting based on lever arm and sensor noise. Experiments on indoor and outdoor UAS datasets reveal …
System-Level Analysis And Experimental Testing Of A Rotating Detonation Rocket Engine With Water Electrolysis Propellants, Justin M. Byers
System-Level Analysis And Experimental Testing Of A Rotating Detonation Rocket Engine With Water Electrolysis Propellants, Justin M. Byers
Theses
This work explores the potential benefits and practical feasibility of a rotating detonation rocket engine (RDRE) spacecraft thruster using water electrolysis for propellant generation. Such a thruster can enable the use of liquid water as an easily storable and chemically inert propellant, as well as the volume and efficiency benefits associated with detonation combustion. A thermodynamic model is first developed to demonstrate the compounding advantages of both water electrolysis propellant generation and detonation combustion when compared to conventional isobaric combustion cycles. Comparisons are also drawn to alternative water-powered propulsion methods and the advantages of chemical propulsion are observed. The representative …
Teaching Students To Write For The Future By Writing For The Present, Amber Jensen, Meridith Reed
Teaching Students To Write For The Future By Writing For The Present, Amber Jensen, Meridith Reed
The Utah English Journal
“When you get to eighth grade, you’ll need to know how to write a topic sentence.”
“The five-paragraph essay will prepare you to write in high school.”
“College professors expect you to accurately cite your sources in MLA format.”
“When you graduate from college, you need to be able to write a professional email.”
Perhaps you heard messages like these from your writing teachers as you moved through middle school, high school, college, and into your careers. We certainly did. And perhaps, like we have, you have been a writing teacher in a middle school, high school, or college classroom …
Challenging The Stereotypical Latina In Elizabeth Acevedo's Clap When You Land And The Poet X, Victoria Olsen Yates
Challenging The Stereotypical Latina In Elizabeth Acevedo's Clap When You Land And The Poet X, Victoria Olsen Yates
The Utah English Journal
Book banning has become a trigger phrase in the United States, and schools have become book-banning hubs. In the 2023–2024 school year, PEN America recorded 10,046 book bans. Among the most commonly banned books, 44% included people of color (BIPOC) and 39% included LGBTQ+ individuals (Meehan, Baêta, Markham, & Magnusson, 2024). Banning books harms marginalized youth because they will not see themselves in literature, causing them to have a distorted view of the world. Rudine Sims Bishop (1990) explains this further in her idea that books can serve as mirrors, windows, and sliding glass doors. Bishop illustrates how books can …
Limitations Of Plasma Exchange In Yellow Phosphorus-Induced Acute Liver Failure: A Case Report, Vihitha Vunnam, Swathi B.S
Limitations Of Plasma Exchange In Yellow Phosphorus-Induced Acute Liver Failure: A Case Report, Vihitha Vunnam, Swathi B.S
Digital Journal of Clinical Medicine
Yellow phosphorus is a highly toxic compound commonly used in rodenticides and is associated with significant morbidity and mortality following ingestion. Toxicity typically evolves through an initial gastrointestinal phase, a deceptive latent period, and a final phase characterized by fulminant hepatic failure and multiorgan dysfunction. We report the case of an 18-year-old male who intentionally ingested two tubes of Ratol containing 3% yellow phosphorus. After initial vomiting and transient clinical stability, he developed rapidly progressive acute liver failure with severe coagulopathy, conjugated hyperbilirubinemia, hepatic encephalopathy, acute pancreatitis, pancytopenia, acute kidney injury, metabolic derangements, and recurrent hypoglycemia. Serial laboratory trends demonstrated …
Understanding The Progression Of Borderline Personality Disorder During Adolescence: A Clinical Case Study, Anjali Chandak, Megha Sadashiv, Bhawna Sharma, Bhargav Mulpuru
Understanding The Progression Of Borderline Personality Disorder During Adolescence: A Clinical Case Study, Anjali Chandak, Megha Sadashiv, Bhawna Sharma, Bhargav Mulpuru
Digital Journal of Clinical Medicine
Borderline Personality Disorder (BPD) often emerges during adolescence, but remains relatively understudied in this population. This case report explores the sociobiological factors shaping symptom expression in an adolescent girl. Longitudinal clinical evaluation revealed hallmark features, including affective instability, identity disturbance, interpersonal relations, and self-harming behaviour. Early attachment disruptions, emotional regulation difficulties, and heightened sensitivity to relational stressors were identified as key developmental risk factors. Diagnostic and therapeutic considerations are presented, highlighting the need for prompt, developmentally informed, and evidence-based interventions. The case further emphasises how prognosis and chronicity may be significantly influenced by an adopting developmental approach, providing insight into …
When Fever And Thrombocytopenia Are Not Infectious: A Case Of Vitamin B12 Deficiency Mimicking Tropical Fever, Ram Arvind Viswanathan Dr
When Fever And Thrombocytopenia Are Not Infectious: A Case Of Vitamin B12 Deficiency Mimicking Tropical Fever, Ram Arvind Viswanathan Dr
Digital Journal of Clinical Medicine
Vitamin B12 deficiency is classically associated with megaloblastic anaemia and neurological manifestations; however, atypical presentations continue to pose diagnostic challenges. Fever in association with thrombocytopenia often prompts evaluation for infectious aetiologies such as dengue, malaria, or sepsis, particularly in tropical settings. We report a case of vitamin B12 deficiency presenting with pyrexia and isolated thrombocytopenia, initially suspected to be an infectious illness. Extensive evaluation failed to reveal an infective cause, and subsequent haematological workup demonstrated megaloblastic changes with low serum vitamin B12 levels. Remarkably, the patient showed rapid defervescence and normalisation of platelet counts following parenteral vitamin B12 therapy. This …
Stones, Bones, And Hormones: A Multisystem Presentation Of Primary Hyperparathyroidism Due To Parathyroid Adenoma, Gadgesh B, Varsha Tandure, Nandini K, Chandana Srinath
Stones, Bones, And Hormones: A Multisystem Presentation Of Primary Hyperparathyroidism Due To Parathyroid Adenoma, Gadgesh B, Varsha Tandure, Nandini K, Chandana Srinath
Digital Journal of Clinical Medicine
Primary hyperparathyroidism is an endocrine disorder characterized by excessive secretion of parathyroid hormone, most commonly due to a solitary parathyroid adenoma, resulting in hypercalcemia and multisystem involvement [1]. Although many patients are diagnosed incidentally, delayed recognition may lead to severe renal, skeletal, gastrointestinal, and cardiovascular complications.
We report the case of a 44-year-old male who presented with sepsis and acute kidney injury, later found to have hypercalcemia with nephrocalcinosis, chronic calcific pancreatitis, skeletal deformities, and markedly elevated parathyroid hormone levels. Imaging localized a parathyroid adenoma, and the patient underwent successful parathyroidectomy with significant biochemical and clinical improvement.
This case emphasizes …
Comparison Of Post Operative Analgesia Between Dexmedetomidine Versus Clonidine As Adjuvant To Ropivacaine In Ultrasound Guided Adductor Canal Block In Arthroscopic Knee Surgeries: A Randomized Controlled Study, Shwetha Arun, Archana B N, Dr. Shivakumar G Pofessor And Hod, Devika Lekshmi S
Comparison Of Post Operative Analgesia Between Dexmedetomidine Versus Clonidine As Adjuvant To Ropivacaine In Ultrasound Guided Adductor Canal Block In Arthroscopic Knee Surgeries: A Randomized Controlled Study, Shwetha Arun, Archana B N, Dr. Shivakumar G Pofessor And Hod, Devika Lekshmi S
Digital Journal of Clinical Medicine
The current study evaluated the analgesic efficacy of dexmedetomidine versus clonidine as adjuvants to 0.2% ropivacaine in ultrasound-guided adductor canal block. Effective postoperative pain management is essential for early mobilization and improved recovery following arthroscopic knee surgeries. Sixty ASA I–II patients aged 20–60 years undergoing elective arthroscopic knee procedures were randomized into two groups: Group D received ropivacaine 0.2% 30ml with dexmedetomidine 100 mcg, and Group C received ropivacaine 0.2% 30ml with clonidine 150 mcg. Duration of analgesia, pain scores, sedation levels, hemodynamic changes, and rescue analgesic requirements were recorded. Group D demonstrated significantly prolonged analgesia (18.08 ± 0.514 h) …
Dietary Micronutrients And The Risk Of Gestational Diabetes: Evidence From A Tertiary Care Setting In India, Sujatha Mahadevarao Premnath, Moneesh Sivasoupramaniane, Maghida S
Dietary Micronutrients And The Risk Of Gestational Diabetes: Evidence From A Tertiary Care Setting In India, Sujatha Mahadevarao Premnath, Moneesh Sivasoupramaniane, Maghida S
Digital Journal of Clinical Medicine
Background: Gestational Diabetes Mellitus (GDM) is a significant health concern in India, affecting nearly 22.4% of pregnant women. While macronutrient roles are well explored, the impact of micronutrients on GDM risk, particularly with the Indian ethnic phenotype, requires exploration
Objectives: To compare the micronutrient intake between GDM and non-GDM pregnancies and evaluate the association between specific dietary micronutrients and GDM risk
Methods: An observational cross-sectional study was conducted among 115 South Indian pregnant women. Dietary history was taken using 24-hour recalls on two occasions and analysed via the Indian Food Composition Table (IFCT). GDM was diagnosed using International Association of …
Dimension Reduction Involving Exogenous Variables With Applications In Manufacturing And Healthcare, Linxi Li
Dimension Reduction Involving Exogenous Variables With Applications In Manufacturing And Healthcare, Linxi Li
Theses and Dissertations
High-dimensional data analysis presents diverse challenges, including the curse of dimensionality, the complexities of working with datasets that combine large feature spaces with limited sample sizes, and difficulties in identifying meaningful relationships among variables. As datasets grow in size and complexity across different fields, it is increasingly important to develop practical approaches for extracting essential information from such data. Dimension reduction methods address these challenges by alleviating the effects of high dimensionality, enhancing the ability to reveal hidden patterns, and uncovering latent structures within the data to support further analysis. Some methods reduce dimensionality while preserving all relevant information, offering …
Psychometric Evaluation Of The Treatment Integrity Instrument For Elementary School Classrooms - Observer Report: Preliminary Evidence For Construct And Discriminative Validity, Cristian J. Rivera Nales
Psychometric Evaluation Of The Treatment Integrity Instrument For Elementary School Classrooms - Observer Report: Preliminary Evidence For Construct And Discriminative Validity, Cristian J. Rivera Nales
Theses and Dissertations
Treatment integrity is the degree to which a program and its practices are delivered as intended. Treatment integrity measures are critical for evaluating the effectiveness of evidence-based programs (EBPs) in effectiveness research, but few are designed for research conducted in community settings, such as schools. The Treatment Integrity Instrument for Elementary School Classrooms – Observer Report (TIES-O) is an observational measure used to assess the treatment integrity of teachers implementing EBPs in their classrooms. This study evaluated the psychometric properties of the TIES-O, which captures Adherence (frequency and thoroughness of delivery) Competence (skillfulness of delivery), and Differentiation (the extent to …
Staging Violence With Intentionality, Toby O'Brien
Staging Violence With Intentionality, Toby O'Brien
Theses and Dissertations
This thesis examines the role of the fight choreographer in the theatre while addressing the potential issues staged violence has in distracting an audience from the intended narrative of the play. Avoiding the instruction manual approach of stage combat in favor of expounding on the theory of violent entertainment, I have constructed a thesis that informs the reader of certain types of violence found in both classical and modern productions and have researched the psychological ramifications of violent spectatorship and the necessity for content acknowledgements as well as consideration for the performer’s well-being. By exploring the history of violent entertainment …
Your Left Or Mine: A Journey To Accessibility For Learning Disabilities And Neurodivergence In Stage Combat Pedagogy, Ambria Campbell
Your Left Or Mine: A Journey To Accessibility For Learning Disabilities And Neurodivergence In Stage Combat Pedagogy, Ambria Campbell
Theses and Dissertations
This thesis examines stage combat pedagogy from its inception to the present day through the lens of accessibility for learning disabilities and neurodivergence. Relevant research in education as it relates to disability is analyzed and applied to the field of stage combat pedagogy. What follows is a deconstruction and reconstruction of beginning level stage combat pedagogy to increase accessibility. These ideas are then tested and the results reflected on. This thesis focuses on college level and aged students who are the most likely demographic for beginning stage combat students. The completion of this thesis does not represent an endpoint in …
Medical Linear Accelerator Water Tank Measurements Optimization For Commissioning, Tyler R. Laugh
Medical Linear Accelerator Water Tank Measurements Optimization For Commissioning, Tyler R. Laugh
Theses and Dissertations
Beam commissioning is a critical component of linear accelerator (LINAC) implementation, requiring accurate measurement of percent depth dose (PDD), beam profiles, and output factors across a wide range of field sizes. Conventional commissioning workflows often require multiple detectors and can be time-intensive, particularly for small-field dosimetry where measurement accuracy is highly sensitive to detector characteristics. This study evaluated the performance of a plastic scintillation detector (BP-PSD) for full water tank commissioning and its potential to improve efficiency while maintaining dosimetric accuracy.
Beam data were acquired for field sizes ranging from 1 × 1 cm² to 40 × 40 cm² using …
Regulation Of Tgf-Β1–Induced Epithelial–Mesenchymal Transition By Integrin Inhibition, Wesam Elhawabri
Regulation Of Tgf-Β1–Induced Epithelial–Mesenchymal Transition By Integrin Inhibition, Wesam Elhawabri
Theses and Dissertations
Epithelial–mesenchymal transition (EMT) is a critical process underlying cancer progression, fibrosis, and tissue remodeling, characterized by coordinated changes in cell morphology, nuclear structure, and extracellular matrix (ECM) organization. Transforming growth factor beta 1 (TGF-β1) is a primary inducer of EMT; however, the extent to which integrin-mediated signaling and ECM remodeling regulate these structural changes remains incompletely understood. In this study, we quantitatively investigated EMT-associated remodeling in A549 lung carcinoma cells and MCF10A epithelial cells following TGF-β1 stimulation. Cells were cultured on ECM-coated substrates and treated with TGF-β1 in the presence or absence of integrin-targeting inhibitors (ATN-161, 28-G11, and STX-100). Im …
Spilt Milk, Fatima Kaleem
Spilt Milk, Fatima Kaleem
Theses and Dissertations
Spilt Milk explores how institutional discipline is rehearsed across the Pakistani home, school, and television soap opera. These seemingly domestic spaces converge at the military-industrial complex, where media propaganda (ISPR) and consumer commodities collaborate to manufacture a unified national identity.
Through an installation of school desks and re-fabricated cereal boxes, this project examines the ‘cereal/serial’ as a site of ideological consumption. By refabricating these boxes with embroidery, drawing, lace, and synthetic hair, the work subverts state-mandated narratives. These material interventions replace assembly lines with spills of hair and sweat to highlight the vulnerability of the body under surveillance. This project …
Timing And Stability Of Uav Operations In Smart City Environments: Experimental Analysis And Design Implications, Rabia Ipek Yasar
Timing And Stability Of Uav Operations In Smart City Environments: Experimental Analysis And Design Implications, Rabia Ipek Yasar
Theses and Dissertations
This thesis investigates the deployment and performance of unmanned aerial vehicles (UAVs) within the Virginia Commonwealth University Open Cyber City (OCC) testbed. The study focuses on evaluating real-time indoor positioning performance using the Crazyflie drone platform. High-precision position measurements are obtained using the Vicon motion capture system, enabling analysis of the latency between the drone’s actual position and the system-reported position. In a closed-loop control system, the time difference between the position measurement and the application of the control command is called the system delay. Both stationary (hovering) and trajectory-following experiments are conducted to evaluate system performance. Communication delays in …
Examining Mental Healthcare Underutilization Among Latino Immigrants: Healthcare Providers’ And Community Health Workers' Perspectives, Geovani Muñoz
Examining Mental Healthcare Underutilization Among Latino Immigrants: Healthcare Providers’ And Community Health Workers' Perspectives, Geovani Muñoz
Theses and Dissertations
Latinos continue to experience many logistical and systemic barriers to professional mental health services (Derr, 2016) despite being the second-largest racial-ethnic group in the United States (U.S.). With a community of 65 million people (U.S. Census Bureau, 2024), Latinos experience mental healthcare inequalities (Cook et al., 2019) due to structural, cultural, and systemic barriers. Although prior research has emphasized culturally responsive care as a pathway to reducing disparities (Nagy et al., 2025), much of the literature has focused on Western medical models, with limited attention to community-based perspective. Guided by the Knowledge, Attitude, and Practices (KAP) framework, the present study …
Plumbed 3-Manifolds And Neumann Moves, Noah J. Pope
Plumbed 3-Manifolds And Neumann Moves, Noah J. Pope
Theses and Dissertations
We give a constructive proof that every weakly negative definite plumbing tree can be transformed into a negative definite one by a finite sequence of Neumann moves. The argument combines Neumann’s plumbing calculus with the diagonalization algorithm of Duchon, Eisenbud, and Neumann, which extracts the eigenvalues of the framing matrix directly from the combinatorics of the tree. We show that any positive eigenvalues are supported on linear branches and can be eliminated systematically via controlled applications of Neumann moves. This provides an explicit algorithm reducing weakly negative definite plumbing trees to negative definite ones.
Dietary Acculturation, Dietary Inflammatory Potential, And Metabolic Syndrome Among Immigrants In The United States: A Mixed-Methods Approach Using Nhanes And Qualitative Data, Esse G. Foka Nzaha
Dietary Acculturation, Dietary Inflammatory Potential, And Metabolic Syndrome Among Immigrants In The United States: A Mixed-Methods Approach Using Nhanes And Qualitative Data, Esse G. Foka Nzaha
Theses and Dissertations
Background and Objectives: Immigrants in the United States undergo acculturation — a process of sociocultural and behavioral adaptation to the host country. Increasingly, behavioral adaptations have been associated with cardiometabolic health and chronic disease risk. Metabolic syndrome (MetS), a cluster of conditions including abdominal obesity, elevated blood pressure, impaired fasting glucose, elevated triglycerides, and reduced HDL cholesterol, is a major risk factor for type 2 diabetes mellitus, cardiovascular diseases and other chronic diseases, including cancer. Despite the growing immigrant population in the U.S., the role of diet and dietary acculturation in MetS development remains poorly understood in this population. This …
Mediator: Ornament As A Visual Language Of The Transcendent, Selma Fejzullaj
Mediator: Ornament As A Visual Language Of The Transcendent, Selma Fejzullaj
Theses and Dissertations
Adolf Loos’s declaration that “ornament is a crime” defined modernist design, establishing a legacy that dismisses ornamentation as wasteful and regressive. This research questions that legacy by repositioning aesthetics as a divinely grounded value, inspired by the Qur’anic vision of Paradise. In this celestial realm, beauty is not wasteful but a manifestation of divine perfection. Conceptually, the project reclaims ornament as a vital tool for contemplating metaphysical themes. Materially, it reimagines glass, shifting it from modernist "radical honesty" to a medium of layered depth. Recombining traditional Islamic ornamentation practices such as Girih and Chaharbagh, the project evokes the Qur’anic vision …
A Mathematical Frameworks For Singular, Nonlinear Phenomena: Applications To Nematocyst Firing And Inhomogeneous Nls With Coulomb Potential, Abdulrahman Alharbi
A Mathematical Frameworks For Singular, Nonlinear Phenomena: Applications To Nematocyst Firing And Inhomogeneous Nls With Coulomb Potential, Abdulrahman Alharbi
Theses and Dissertations
Nematocysts are specialized cellular organelles found in all cnidarians, including corals and jellyfish, as well as in some single-celled protists such as dinoflagellates. These organelles display remarkable diversity in morphology and function, playing roles in prey capture and defense. The firing of a nematocyst is one of the fastest accelerations in nature, yet the underlying physical mechanisms remain not fully understood. In this work, we address key questions: how sufficient force is generated to overcome the fluid boundary layer, whether fluid–structure interaction models can reproduce observed dynamics, and what mechanisms trigger discharge.
Our research investigates models based on osmotic pressure …
Synthesis Of Iso-Dityrosine, A Potential Biomarker Of Neurodegenerative Diseases, Brandon R. Knouse
Synthesis Of Iso-Dityrosine, A Potential Biomarker Of Neurodegenerative Diseases, Brandon R. Knouse
Theses and Dissertations
As the population of the United States continues to age, the prevalence of neurodegenerative disorders is rising, increasing the societal and clinical burden of diseases such as Parkinson’s disease and dementia-related conditions. Lewy Body Dementia (LBD), the second most common cause of dementia, shares underlying neuropathological features with Parkinson’s disease, including the aggregation of misfolded α-synuclein into Lewy bodies and Lewy neurites. Current diagnostic approaches rely heavily on cerebrospinal fluid biomarker analysis; however, significant overlap exists among biomarkers associated with Alzheimer’s disease and other neurodegenerative conditions, limiting diagnostic specificity. Emerging evidence suggests that oxidative modifications of α-synuclein, particularly the formation …
What’S Sleep Got To Do With It? A Mixed Methods Exploration Of The Feasibility, Acceptability, And Initial Outcomes Of Group Cbt For Insomnia In Parkinson’S Disease, Claire M. Williams
What’S Sleep Got To Do With It? A Mixed Methods Exploration Of The Feasibility, Acceptability, And Initial Outcomes Of Group Cbt For Insomnia In Parkinson’S Disease, Claire M. Williams
Theses and Dissertations
Parkinson’s disease is a progressive neurodegenerative disease that is commonly associated with sleep disturbances, affecting up to 80 percent of individuals with Parkinson’s. Effective and accessible treatments for sleep problems in Parkinson’s disease remain limited. Cognitive Behavioral Therapy for Insomnia (CBTi) is a well-established, non-pharmacological treatment for insomnia but has been minimally studied in Parkinson’s populations. This study evaluated the feasibility, acceptability, and preliminary outcomes of a group-based CBTi intervention adapted for individuals with Parkinson’s disease. Participants engaged in a six-week group intervention that incorporated Parkinson’s-specific adaptations. Preliminary findings indicated that the adapted group CBTi intervention was generally feasible and …
Comparison Of Artificial Intelligence Vs Human Observer For Periapical Radiolucency Detection, Adam J. Pink
Comparison Of Artificial Intelligence Vs Human Observer For Periapical Radiolucency Detection, Adam J. Pink
Theses and Dissertations
Objective: The aim of this study was to assess the performance of an Artificial Intelligence (AI) program (OverJet AI) with that of experienced endodontic residents, endodontists, a radiologist, and dental students in detecting periapical radiolucencies using radiographic images.
Methods: One hundred and fifty periapical radiographic images were analyzed using the OverJet AI software to determine the presence/absence of a periapical radiolucency as well as the size (small 1-3mm, medium 4-6mm, and large 6+mm). The unaltered images were also evaluated by two endodontic residents, two practicing endodontists, an oral radiologist and two 4th year dental students.
Results: Agreement between the AI …
Class-Aware Early-Exit Networks For Efficient And Secure Edge Deployment, Mohammed Ayyat
Class-Aware Early-Exit Networks For Efficient And Secure Edge Deployment, Mohammed Ayyat
Theses and Dissertations
Edge devices increasingly run high-stakes machine learning workloads under strict latency, power, memory, and communication constraints. Deep neural networks provide the accuracy needed for tasks such as network intrusion detection, health monitoring, autonomous sensing, and human activity recognition, but conventional inference executes the same computational path for every input. Early-exit neural networks reduce average inference cost by allowing confident samples to terminate before the final layer. However, existing early-exit systems are largely class-agnostic: they allocate computation according to confidence or uncertainty, without considering that different output classes may carry different operational urgency. This dissertation develops class-aware early-exit inference, a framework …
Partisan Local Media And Corporate Voluntary Disclosures: Evidence From Sinclair Acquisitions, Ming Li
Partisan Local Media And Corporate Voluntary Disclosures: Evidence From Sinclair Acquisitions, Ming Li
Theses and Dissertations
I investigate the impact of local media’s political orientation on firms’ voluntary disclosure, exploiting the acquisitions of local TV stations by Sinclair Broadcast Group, a conservative media conglomerate. Drawing on the media bias theory and implementing a staggered difference‐in‐differences design, I find that the local partisan media affects management earnings forecasts. Specifically, Conservative-leaning CEOs in designated market areas (DMAs) affected by Sinclair’s acquisitions forecast more optimistically, increasing forecast frequency and inflating forecasted earnings. The impact is stronger if the DMAs are more Liberal-leaning before the acquisitions and when firms have weaker corporate governance. I also find that the stock market …