Digital Commons Network^™

Reducing Mr Acquisition Times Using Artificial Intelligence: A Systematic Review, Fatin M. Arief

Radiologic Sciences

Purpose To synthesize existing evidence on artificial intelligence (AI) applications for reducing magnetic resonance (MR) imaging acquisition time, evaluate their impact on image quality, and identify challenges in clinical implementation.

Method A systematic literature review was conducted using PubMed, CINAHL, and Scopus including peer reviewed, English-language articles published between 2020 and 2026. Both qualitative and quantitative primary research were eligible and had to be on AI use in MR processes. Findings were analyzed through thematic synthesis, and the quality of each study was appraised using relevant critical appraisal tools.

Results Three major themes emerged: AI methods in MR procedures, perceived …

Impact Of Artificial Intelligence On The Roles And Career Trajectories Of Radiologic Technologists, Carolina Esquivel

Radiologic Sciences

Purpose To examine how artificial intelligence (AI) is influencing the roles, responsibilities, and career trajectories of radiologic technologists by identifying emerging challenges and opportunities associated with AI integration in medical imaging.

Method A systematic literature review was conducted using PubMed and CINAHL to identify peer-reviewed studies published between 2016 and 2026. Eligible studies examined AI applications in medical imaging and their effects on workforce roles, education, collaboration, and professional practice. Findings were synthesized using thematic analysis.

Results Three primary themes emerged: (a) workflow efficiency and protocol optimization through AI-assisted imaging processes; (b) professional skill development and evolving responsibilities related to …

High-Definition Healing: Investigating Ai-Driven Mr Reconstruction Methods, Jerell R. Jones

Radiologic Sciences

Purpose To analyze recent artificial intelligence (AI)-driven magnetic resonance (MR) reconstruction methods aimed at addressing long acquisition times, image artifacts, and workflow inefficiencies.

Method A systematic literature review was conducted using PubMed, Scopus, and Scopus AI, targeting peer‑reviewed studies published between 2015 and 2026. Search terms included “MRI,” “magnetic resonance imaging,” “artificial intelligence,” “deep learning,” and “machine learning.” Eligible studies included methodology, validation, and review papers. Extracted data included algorithm type, study design, key findings, and limitations. Themes were identified through content analysis and generative AI use.

Results Prominent themes identified were the emergence of generative adversarial networks, advanced neural …

Evaluating The Safety Of Mr Exposure For Electronic Devices And Implants: A Literature Review, Molly O'Dowd

Radiologic Sciences

Purpose To review literature examining the factors that determine magnetic resonance (MR) compatibility of electronic implants and wearable devices, including device materials, engineering design, regulatory approval processes, and clinical monitoring requirements.

Method An integrative literature review was conducted using peer-reviewed literature addressing MR safety and device compatibility. Databases searched included PubMed, Wiley Online Library, ScienceDirect, and Google Scholar. Studies were selected based on relevance to MR safety classifications, device design considerations, regulatory labeling, and monitoring requirements.

Results The literature demonstrated that MR compatible devices are engineered and tested to meet regulatory safety standards and approved for use under specific scanning …

Hitl Ai For Digital Transformation In Healthcare, Ntando S. Sibanda, Petronella Muziti, Priscilla Mataure

African Conference on Information Systems and Technology

Limited labor capacity, disjointed information flows and delays in clinical decision-making are among the ongoing issues that primary health care (PHC) systems in resource-constrained settings must deal with. These issues limit service delivery and impede efforts to undergo digital transformation. This study investigates how improved decision support at the primary care level can facilitate incremental digital transformation through human-in-the-loop (HITL) artificial intelligence (AI). In order to identify system gaps, design a context-sensitive HITL AI prototype and assess its viability, usability and integration within standard PHC workflows, the study employs a design-based implementation research approach that incorporates qualitative interviews, workflow observations …

Utilization Of An Open-Access Markerless Motion Analysis Software For A Biomechanics Movement Analysis Project., Tamra L. Llewellyn, Michael J. Nolan

Educational Practices in Kinesiology

The movement analysis project (MAP) is a common assignment in many undergraduate biomechanics courses. The purpose of this article is to introduce kinesiology educators to an open-source, AI-enabled, markerless software for motion capture, OpenCap, which can be used in MAP and research. This tool is currently being used in an in-person, upper-level, undergraduate biomechanics course where students are required to have taken Anatomy & Physiology. There is very little time, money, or expertise needed to implement this resource. Using 2 iPads on tripods and the OpenCap app and web-based interface, movements can be quickly converted to skeleton visualization and joint …

Comparative Analysis Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment At Various Curricular Levels Of Stem And Health Sciences In Developed Versus Underprivileged Countries, Vinay Munlapudi, Santanu De

FDLA Journal

Today’s all-pervasive emergence of artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in health sciences and STEM. AI has reshaped student learning and instructors’ navigation of the evolving, post coronavirus infectious disease (COVID-19) global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment at various curricular levels of science, technology, engineering, mathematics (STEM) and health sciences education in developed versus underprivileged or less developed countries. An extensive, scoping review of 65 recent, scholarly publications was conducted over six months through diverse search engines (PubMed, Google …

Staff Education On Medication Nonadherence In Primary Care Clinic, Priscillia Adaugo Obasi

Walden Dissertations and Doctoral Studies

This doctor of nursing practice (DNP) project was a staff education initiative designed to address the practice problem of a lack of evidence-based approaches to patient education on medication compliance in a primary care clinic. A literature search was conducted using PubMed, CINAHL, MEDLINE, and the Cochrane Library search engines/databases, revealing nine studies that supported the premise that patient education can promote medication compliance. A practice-focused question underpinning this project was: Will staff education on evidence-based methods for educating patients about the importance of medication adherence result in increased staff knowledge? Baseline staff knowledge and educational needs were obtained using …

Shared Neural Geometries For Bilingual Semantic Representations In Human Hippocampal Neurons, Xinyuan Yan, Ana G Chavez, Melissa Franch, Kalman A Katlowitz, Ivy Gautam, Brian Kim, Aaditya Krishna, Aadit Shrivastava, Katie Van Arsdel, James Belanger, Assia Chericoni, Taha Ismail, Elizabeth A Mickiewicz, Danika Paulo, Hanlin Zhu, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Eleonora Bartoli, Nicole R Provenza, Seng Bum Michael Yoo, Benjamin Y Hayden, Sameer A Sheth

Duncan NRI Faculty and Staff Publications

The human brain has the remarkable ability to comprehend and express similar concepts in multiple languages. To understand how it does so, we examined responses of hippocampal neurons during passive listening, directed speaking, and spontaneous conversation in both English and Spanish in a small group of balanced bilinguals. We found a small number of putative "cross-language neurons," whose responses to equivalent words (e.g., "tierra" and "earth") are correlated. However, neurons' semantic tunings differed substantially by language, suggesting language-specific neural implementations. Instead, the crucial driver of translation was a preserved geometric organization of neural responses between the two languages, one that …

Perceived Trustworthiness As A Pathway Linking Adhd Traits To Large Language Models Dependency: Evidence From Uk And Chinese Samples, Ala Yankouskaya, Mohammad Amin Kuhail, Haibo Yang, Xiaokun Wang, Jiaojiao Chen, Tina Yunsi Ma, Sameha Alshakhsi, Guandong Xu, Raian Ali

All Works

Large language models (LLMs) create contexts in which individual differences may shape reliance on digital systems. Drawing on neurodiversity, this study examined whether perceived trustworthiness of user’s primary LLM mediates associations between attention-deficit/hyperactivity disorder (ADHD) traits and LMM dependencyinstrumental and relationship LLM dependency. Adults in the UK (n = 567) and China (n = 577) reported ADHD traits, perceived LLM trustworthiness of LLM, and both types of dependency. Across samples, higher ADHD traits were associated with lower trustworthiness, whereas greater trustworthiness was associated with greater instrumental and relationship dependency, yielding negative indirect effects. In the UK, direct ADHD-dependency associations were …

Immigration Status And Lung Cancer Diagnosis In U.S. First-Generation Immigrants, Valeriya Lockwood

Walden Dissertations and Doctoral Studies

The healthy immigrant effect (HIE) is an observed phenomenon in which immigrants exhibit better health outcomes than native-born residents, though relatively few studies have examined its role in chronic diseases in the United States. The purpose of this quantitative cross-sectional study was to assess the associations between immigration status, age, sex, race/ethnicity, median household income, and geographic location and lung cancer diagnosis in first-generation immigrant adults aged 18 or older. The subsequent health trajectory model provided the theoretical framework for the study. Data were obtained from the SEER*Stat Database 1975-2022 (N = 1,993). Binomial regression analysis showed that immigrants were …

Terahertz Electromagnetic Effects And Chirality-Induced Spin Selectivity In Dna, F. Matthew Mihelic Md

Faculty Publications

The effects of terahertz electromagnetic stimulation of the DNA molecule can be understood through modeling of the quantum logical mechanics of the DNA molecule.  Coherent conduction of electron spin states along the aromatic nucleotide base pairs and chirality-induced spin selectivity are two characteristics of the DNA molecule that are involved in the precise separation of the double-stranded DNA molecule at a specific location.  Such modeling can inform predictions of DNA strand separation and has significant implications for understanding DNA transcription bubble formation.

Prompt Framing And Evidence Requirement For Ai-Generated Educational Responses In Dental Education: Experimental Study., Man Hung, Corban Ward, Owen Cohen, Jacob Marx, Zachary Smit, Jacob Newman, Martin S. Lipsky

Institute on Aging Publications

Large language models are increasingly used in health professions education; however, the role of prompt design in shaping their outputs remains poorly understood in clinical training contexts. In dentistry, where information presentation, perceived credibility, and procedural reasoning are important, the effects of instructional framing and evidence requirements on AI-generated educational responses are particularly relevant.

Patient Psychological Safety: A Qualitative Study Of Patient Experiences, Derick R. Simmons, Cheryl Rathert, Ryan Valayil, Maria Joseph, Ibraheem Jawadi

Patient Experience Journal

There is growing interest in understanding patients' experiences with psychological safety during healthcare encounters. Recent studies reveal that patients describe needing patient psychological safety (PPS) to form connections with their care providers, which are associated with better health outcomes. Therefore, it is critical to examine indicators of PPS. Using a phenomenological interpretive approach, this study utilized a patient narrative survey methodology to qualitatively explore how and why patients experience a lack of PPS during their healthcare encounters. We surveyed patients from across the U.S. and analyzed responses among a sub-sample of respondents to an open-ended question whose responses indicated they …

Patient-Centred Care: An Integrated Bibliometric And Structural Equation Modelling Approach, Japheth Nuhu Ahmed

Patient Experience Journal

This study investigates how communication and service quality in Patient Relationship Management impact patient satisfaction through trust. The literature in this field is predominantly in developed countries, whereas it is scarce in sub-Saharan Africa. Combining bibliometric analysis and structural equation modelling, the study highlights emerging research trends and provides empirical evidence to guide healthcare practitioners, policymakers, and researchers in improving patient care. To strengthen its theoretical foundation, the study integrates the Social Exchange Theory and Expectancy–Disconfirmation Theory to explain the model. The study retrieved quantitative data from the Scopus database for bibliometric analysis. A questionnaire was used to collect data …

Healing The Social Covenant: Rebuilding Trust And Re-Humanizing Healthcare, Cynda Hylton Rushton

Patient Experience Journal

Violence against healthcare workers continues to escalate despite substantial investments in security measures, workplace violence prevention programs, and legislative protections. Although these interventions are necessary, they have not produced sustained improvements in workforce safety or retention, suggesting that workplace violence is more than a behavioral or security problem. This commentary argues that it also reflects a deeper erosion of trust within healthcare. Drawing on evidence linking workplace violence to burnout, moral injury, psychological distress, and turnover intention among nurses, we propose that repairing trust is essential to sustaining the workforce and healthcare.Building on our earlier work, Rebuilding a Foundation of …

Trust: Why A Commitment To Human Experience Matters, Jason A. Wolf

Patient Experience Journal

Trust is one of the most essential elements in our overall human existence. It is a critical part of our human experience, one that reaches well beyond the boundaries of healthcare. Trust is the element that holds society together. It emerges in the relationship of one human being connecting with another human being, and it reaches to the engagements people have with organizations, institutions, and systems as well. Trust, while hard to hold, is ever present. It is a powerful force that guides our way of being, our interactions, our choices, even if we ourselves are not directly conscious of …

Disability-Related Educational Content In Nutrition And Dietetic Programs: An Exploratory Study, Wendy Medunick, Allison Gomes, Joachim Sackey, Laura Byham-Gray, Jane Ziegler

Journal of Dietetic Education

Background: Health disparities experienced by people with disabilities (PWD) are partly attributed to inadequate knowledge, training, confidence and competence regarding disabilities among health professionals. While registered dietitian nutritionists (RDNs) are key members of the healthcare team, it is unclear how pre-professional nutrition and dietetics (ND) programs prepare future RDNs to care for PWD. This study examined the status of disability-related education within ND programs in the United States. Methods: A descriptive cross-sectional electronic survey was distributed to 570 directors of accredited ND programs. The survey, which adapted questions from a previously validated instrument and published studies, included questions assessing disability-related …

Fraction-Seq: An Integrated Experimental And Computational Workflow For Determining The Localization And Abundance Of Small Non-Coding Rnas In Subcellular Compartments, Siddhartha Shah, Tess Cherlin, Yi Jing, Stepan Nersisyan, Benjamin E. Leiby, Isidore Rigoutsos

Computational Medicine Center Faculty Papers

Small non-coding RNAs (sncRNAs) have garnered considerable attention in recent years, following accumulating evidence of their critical roles in many cellular processes. Among sncRNAs, microRNAs (miRNAs) and their isoforms (isomiRs), tRNA-derived fragments (tRFs), rRNA-derived fragments (rRFs), and Y RNA-derived fragments (yRFs) account for more than 95% of all sncRNAs found in cells. Despite their critical regulatory roles, most sncRNAs remain uncharacterized because their functionalization is a lengthy and challenging undertaking. Knowing an sncRNA's abundance helps prioritize among the various choices, while knowing where it localizes in the cell greatly limits the number and identity of its potential targets and helps …

Assessing The Impact Dynamics Of Less Lethal Ammunition, Steven Bermejo

Student Theses

Less-lethal ammunition is widely used by law enforcement as an alternative to lethal force during crowd control, on-street confrontations, and other situations requiring force. Although these projectiles are intended to reduce risk of fatal injury, serious injuries and fatalities have been reported, highlighting the need to better understand the factors that influence their impact behavior. This study evaluated the impact dynamics of four types of 12-gauge less-lethal ammunition, including rubber buckshot, single rubber ball, double rubber ball, and Byrna kinetic projectile, using kinetic energy calculations derived from projectile mass and velocity measurements. In addition, Attenuated Total Reflectance Fourier Transform Infrared …

A Multifaceted Surgical Suite Quality Improvement Initiative, George Tazvitya Mhosira

Walden Dissertations and Doctoral Studies

This Doctor of Nursing Practice project focuses on modernizing an acute care hospital’s surgical suite, enhancing environmental safety, and supporting the growing complexity of surgical care. As surgical procedures become more advanced, the physical environment must evolve to maintain sterile technique and reduce microbial presence. Current operating room configuration, characterized by overcrowding and outdated ventilation systems, introduces environmental risks that compromise patient safety and limit perioperative efficiency. Modernization is essential to align the surgical environment with contemporary safety expectations and organizational performance goals. The proposed initiative includes a comprehensive renovation and expansion of surgical spaces, integrating advanced air decontamination technologies, …

Assessing The Impact Of Knowledge-Based Planning On Dosimetric Performance In Adaptive Prostate Sbrt Planning, Kayla Kenny

Masters Projects

Daily adaptive prostate stereotactic body radiation therapy (SBRT) is now feasible with advances in adaptive radiotherapy and automated optimization. However, the dosimetric quality of Ethos Intelligent Optimization Engine version 2 (IOE v2) automated plans may vary because optimization is based on user-defined templates rather than patient-specific dose guidance. This retrospective study evaluated whether integrating RapidPlan knowledge-based planning (KBP)–derived optimization objectives into the Ethos IOE v2 adaptive planning workflow improved dosimetric quality for prostate SBRT. Fifteen intact prostate SBRT patient datasets were evaluated. For each patient, three plans were generated: a baseline Ethos IOE v2 reference plan (Ref), a plan incorporating …

“Caring Makes Students Learn English More Easily And Enthusiastically”: Exploring The Emotional And Academic Outcomes Of Experiencing Teacher Care In Medical Sciences University Efl Classes In Iran, Kiyana Zhaleh, Shima Azizbeigi

The Qualitative Report

Previous research on teacher care in university second/foreign language (L2) classes have primarily concentrated on non-medical sciences students, resulting in a lack of insights into its effects in medical sciences education. This is surprising considering the field-specific challenges of medical sciences education, potentially influencing teacher caring behaviors in this context. Addressing this gap, this qualitative study employed the emotional response theory (ERT) and positive psychology to explore how Iranian medical sciences undergraduates perceive teacher care in university EFL classes, how they emotionally respond to it, and how their experiences of care impacted their academic outcomes. In this descriptive qualitative research …

Evaluating The Discus Throw As An Ancient Greek Combat Training Tool Through Modern Performance Metrics, Daniel R. Porter

All Graduate Reports and Creative Projects, Fall 2023 to Present

This study’s purpose was to explore the correlations between peak velocity in a rotational throw with a medicine ball, peak force (PF) and rate of force development (RFD) in an isometric mid-thigh pull, time to failure in a plank test, and peak velocity in a sword thrust task, which was also tested for reliability. Twenty-seven recreationally trained male participants between the ages of 18-35 completed the study. The sword thrust task was significantly correlated with the medicine ball throw (p = 0.012, r = 0.475, r² = 0.226, 95% CI [0.724, 0.116]) and PF (p = 0.045, r …

From Algorithm To Alarm: A Narrative Review On Insulin Delivery Innovation, Noor Ul Asaleem, Faraz Arshad, Maria Qadri, Muhammad Saqlain Mushtaq, Mishaim Khan, Pakeeza Shakoor, Tirath Patel, Anaya Noor, Nikhilesh Anand

School of Medicine Publications

Background and objective: The global rise in the incidence of diabetes mellitus necessitates innovative management strategies to mitigate the severity of the disease. The mainstay of diabetes treatment is still insulin therapy, although there are drawbacks, such as the need to maintain ideal glycemic control while lowering the risk of hypoglycemia and user fatigue. The development, clinical usefulness, and constraints of insulin delivery systems are examined in this narrative review, with particular attention to sensor-augmented and closed-loop technologies.

Methods: A thorough electronic database search was conducted to obtain pertinent data on major insulin delivery devices, including sensor-augmented and closed-loop systems. …

Timing Of Middle Meningeal Artery Embolization And Surgery: Analysis Of The Embolise Trial, Maxim Mokin, Jared Knopman, Jason M. Davies, Ameer E. Hassan, Robert E. Harbaugh, Alexander Khalessi, Jens Fiehler, Elad I. Levy

School of Medicine Publications

Background: The EMBOLISE trial (The Embolization of the Middle Meningeal Artery With Onyx Liquid Embolic System in the Treatment of Subacute and Chronic Subdural Hematoma) demonstrated that middle meningeal artery embolization as an adjunct to surgical drainage reduces recurrence of symptomatic subacute and chronic subdural hematomas. We performed a subgroup analysis of the EMBOLISE surgical cohort to determine how the timing of embolization relative to surgery impacted various outcomes.

Methods: We performed a post hoc subgroup analysis to examine the association of the timing of embolization relative to surgery with the primary end point (hematoma reoperation within 90 days), secondary …

Navigating The Dark Side: Emotional Labor's Impact On Hr Professionals' Wellness, Esmeralda Amelia Rendón

Electronic Theses and Dissertations

This qualitative descriptive study was designed to document and describe how female-identifying human resource (HR) generalist practitioners serving as sole or primary employee relations practitioners in small- to medium-sized organizations across the United States experience and manage emotional labor in their roles, cope with its demands, and how these experiences impact their wellness and perceptions of organizational support. Despite the centrality of emotional labor (EL) in human resource professionals’ (HRPs) roles, little was known about how HRPs in these underresourced environments cope with these demands. Data were collected through semistructured virtual interviews with eight participants and analyzed using Braun and …

Quantitative Imaging Of Pyruvate Metabolism In A Patient With Anaplastic Thyroid Cancer, James A Bankson, Joshua S Niedzielski, Collin J Harlan, Yunyun Chen, Christopher M Walker, Philip L Lorenzi, Lin Tan, Vikas Kundra, Matthew E Merritt, Mukundan Ragavan, Dawid Schellingerhout, Renjie He, Yao Ding, Sahana Datar, Qing Wang, Christine B Peterson, Clifton D Fuller, Vlad C Sandulache, Stephen Y Lai

Faculty, Staff and Students Publications

Purpose: Magnetic resonance imaging using hyperpolarized (HP) [1-13C]-pyruvate enables assessment of pyruvate metabolism in vivo and offers new insight into metabolic changes in response to cancer therapy. Widely used semi-quantitative metrics of pyruvate metabolism can be affected by physiological factors that are extrinsic to intracellular metabolism. A validated pharmacokinetic (PK) model for analysis of intracellular pyruvate metabolism is needed to enhance the accuracy of quantitative metrics and clinical translation of metabolic MRI using HP pyruvate.

Methods: A PK model with two physical compartments and two chemical pools was developed to analyze the conversion of labeled pyruvate into lactate in vitro. …

The Effects Of Education And Training On Clinical Staff’S Knowledge, Perception, And Clinical Practice Of The Medication Reconciliation Process, Stephanie A. Williams

Doctor of Nursing Practice Projects

Medication-related harm affects approximately one in 30 patients in healthcare settings. Accurate medication reconciliation (MedRec) is essential for identifying medication discrepancies, preventing medication errors, and reducing adverse drug events. Clinical staff play a critical role in ensuring the accuracy of medication lists in primary care settings.

This evidence-based quality improvement project evaluated the effect of a structured MedRec training intervention on MedRec knowledge, perceptions, and practices among clinical staff in a primary care clinic in Southeast Texas. The project used a single-group, quantitative, quasi-experimental design. A convenience sample of 32 clinical staff members completed knowledge and perception assessments before and …

The Difference In Social Media Coverage For Male And Female Athletes, Amanda Thomas

Communications and Digital Media Theses

Pulling back the curtain on the reality women athletes face when it comes to their social media coverage. Sports have been male-dominated since the start, but over the years women have become more and more involved in sports as they have their own teams and even sports. However, this issue lies with the overall support and coverage they are receiving from well-known Sports coverage networks. For this study, I looked at social media posts from ESPN, FOX Sports, and NBC Sports focused on the sports of Basketball, Baseball/Softball, and Tennis. In doing this study, I analyzed how many posts men …