Health Information Technology Commons^™

A Bibliometric Analysis Of Ai-Driven Healthcare Literature Containing Kos Keywords: Trends, Themes, And Gaps, Julaine Clunis, Eric Asare

STEMPS Faculty Publications

As artificial intelligence (AI) becomes increasingly embedded in healthcare applications, concerns have emerged around the trustworthiness, interpretability, and context-awareness of these systems. Knowledge Organization Systems (KOS) hold considerable potential to address these challenges by supporting semantic standardization, explainability, and domain alignment. This study presents a bibliometric analysis of scholarly publications referencing both AI and healthcare concepts to examine how KOS are positioned within this evolving discourse. The findings indicate that while early literature frequently and explicitly referenced KOS—such as ontologies, controlled vocabularies, and classification systems—their visibility has declined relative to newer paradigms such as machine learning and large language models. …

Evaluating The Impact Of Epic Integration And Dual Registered Nurse Check-Off On Pressure Injury Prevention Workflow Compliance, Darlene Y. Olowu

Doctor of Nursing Practice Final Project Abstract

Background

Hospital-acquired pressure injuries (HAPIs), particularly sacral and heel injuries, remain a persistent challenge in critical care settings, leading to increased morbidity, mortality, and healthcare costs.

Purpose

This quality improvement project aimed to improve compliance with a pressure injury prevention (PIP) workflow by integrating a dual RN check-off system within EPIC, thereby reducing sacral and heel pressure injuries. The project sought to enhance accountability, standardize documentation, and optimize compliance with evidence-based PIP measures.

Methodology

A Plan-Do-Study-Act (PDSA) framework guided the project implementation in an oncologic intensive care unit (ICU). Key interventions included: (1) EPIC integration of a dual RN check-off …

Leveraging Physiological Signal Activity And Self-Report Data To Assess Students’ Trust In “My Friendly Mind” App And Its Impact On Their Mental Health Knowledge: A Mixed-Method Phase 1 Clinical Trial Focusing On Depression And Attention Deficit Hyperactivity Disorder From Human Factors Standpoint., Yeganeh Shahsavar

Graduate Theses, Dissertations, and Problem Reports (ETD)

Mental health issues have become a significant global public health concern, especially among younger generations. The growing number of mental health challenges, combined with limited access to quality care, makes the problem even worse. Studies reveal that over 70% of individuals worldwide in need of mental health services do not receive appropriate care. Digital health technologies have the potential to enhance mental health services by making them more accessible and affordable. Despite the increasing popularity of mental health mobile applications (mHealth), there remains a lack of robust evidence of their effectiveness and the level of user trust, particularly in areas …

Closing Racial And Ethnic Disparity Gaps In Pediatric Asthma Follow Up Care - A Quality Improvement Initiative, Ayodele Ayeko

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Closing racial and ethnic disparity gaps in pediatric asthma follow up care - A quality improvement initiative

Ayodele Ayeko

Introduction/Background: Inadequate management of asthma significantly contributes to poor asthma control, poor quality of life (QOL), and high hospitalization rates among pediatric patients. The Global Initiative for Asthma (GINA) guidelines offer recommendations designed to enhance asthma control and improve the quality of life for those affected (2015), including recommendations for close follow up care. At WVU Medicine Children’s Hospital (WVUMCH), insufficient asthma control has been associated with lower clinic follow-up rates and an increase in hospitalization. Although educational initiatives …

Modeling Ion-Specific Effects In Polyelectrolyte Brushes: A Modified Poisson-Nernst-Planck Model, William J. Ceely, Marina Chugunova, Ali Nadim, James D. Sterling

Business and Information Technology Faculty Research & Creative Works

Polyelectrolyte brushes consist of a set of charged linear macromolecules, each tethered at one end to a surface. An example is the glycocalyx which refers to hair-like negatively charged sugar molecules that coat the outside membrane of all cells. We consider the transport and equilibrium distribution of ions and the resulting electrical potential when such a brush is immersed in a salt buffer containing monovalent cations (sodium and/or potassium). The Gouy-Chapman model for ion screening at a charged surface captures the effects of the Coulombic force that drives ion electrophoresis and diffusion but neglects non-Coulombic forces and ion pairing. By …

Predicting Mental Health Disparities Using Machine Learning For African Americans In Southeastern Virginia, Ismail El Moudden, Michael C. Bittner, Matvey V. Karpov, Isaac O. Osunmakinde, Akosua Acheamponmaa, Breshell J. Nevels, Mamadou T. Mbaye, Tonya L. Fields, Karthiga Jordan, Messaoud Bahoura

Department of Obstetrics & Gynecology Faculty Publications

This study examined mental health disparities among African Americans using AI and machine learning for outcome prediction. Analyzing data from African American adults (18–85) in Southeastern Virginia (2016–2020), we found Mood Affective Disorders were most prevalent (41.66%), followed by Schizophrenia Spectrum and Other Psychotic Disorders. Females predominantly experienced mood disorders, with patient ages typically ranging from late thirties to mid-forties. Medicare coverage was notably high among schizophrenia patients, while emergency admissions and comorbidities significantly impacted total healthcare charges. Machine learning models, including gradient boosting, random forest, neural networks, logistic regression, and Naive Bayes, were validated through 100 repeated 5-fold cross-validations. …

Cultivating Compassion: A Cross-Sectional Evaluation Of Empathy Among Medical Undergraduate Students, Anchu R Nath, Ishika Jindal, Nayanabai Shabadi, Sunil Kumar D

Digital Journal of Clinical Medicine

ABSTRACT:

BACKGROUND: Empathy plays a crucial role in medical practice, profoundly affecting patient outcomes and treatment. Understanding the factors that influence empathy among medical students can help in developing strategies to enhance empathetic skills during medical training. This study aims to evaluate the correlates of empathy among medical undergraduate students using an epidemiological cross-sectional design.

MATERIALS AND METHODS:

A cross-sectional study was conducted among 270 medical undergraduate students from various academic years at JSS Medical College for four months (September 2023-December 2023). Convenient sampling was used to select study participants. Participants completed a standardized empathy questionnaire, the Jefferson Scale …

Analysis Of Public Opinion Polls About Covid-19 Vaccines: Theoretical And Policy Implications For Vaccine Communication And Campaigns To Address Vaccine Hesitancy, Muhammad Ittefaq, Hong Tien Vu, Ali Zain, Tayyeb Ramazan, Gary L. Kreps

School of Communication Studies - Faculty Scholarship

This study analyzed 1432 questions asked in 19 surveys (N = 43,014) on COVID-19 vaccines between January 2020 and August 2022 using dimensions including (1) information sources about COVID-19 vaccine, (2) information about the access, effectiveness, and side effects of COVID-19 vaccine, (3) COVID-19 vaccine hesitancy (i.e. false perception, skepticism, and vaccine refusal), (4) motivations to get the COVID-19 vaccine (i.e. to perform routine activities, convenience, incentives, influences, and travel requirement), (5) false perceptions caused vaccine refusal, and (6) intentions to get vaccinated. Our results show that vaccine refusal was rampant throughout the pandemic and mostly attributed to the …

Remote Functional Assessment: Experiences Of People Living With Spinal Cord Injury, Adrian David, Mot, Otr/L

Post-Professional Occupational Therapy Doctorate Culminating Presentations

Background: As telerehabilitation gains traction in occupational therapy, validating functional measures is crucial. Understanding clients' views on telehealth is essential, yet literature on spinal cord injury (SCI) in this context is sparse.

Objective: This study aims to describe the experiences of people living with SCI regarding remote and in-person functional testing.

Methods: A qualitative design was used, involving participants from a previous study validating the GRASSP, SCIM, and SCI-MovIN for remote use. Semi-structured interviews explored experiences, and transcripts were coded for thematic analysis. Twenty-five individuals with SCI, aged 18-80 and at least nine months post-injury, were included.

Results: Four themes …

Determinants Of Pediatric Tuberculosis In Dki Jakarta During The Covid-19 Pandemic, Chandrayani Simanjorang, Rana Zahra Raniyah Wangsawinangun, Ulya Qoulan Karima, Fajaria Nurcandra

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

The COVID-19 pandemic has affected the diagnosis and treatment of pediatric tuberculosis (TB), which can pose a public health burden if not properly treated. This study aims to find out the risk factors for pediatric TB. The design of this study was cross-sectional, using TB surveillance data extracted from maintenance cards of individuals who underwent TB screening in 2020–2022 at health facilities in DKI Jakarta. The independent variables in this study are age, gender, contact history, BCG immunization, and nutritional status. Logistic regression analysis was performed to identify factors associated with childhood TB after bivariate analysis using chi-square to determine …

Implementing The Brief Confusion Assessment Method (Bcam) Delirium Screening Tool In An Emergency Department, Carolina Van Dalen

Master's Projects and Capstones

Problem: Persons with delirium have an elevated risk of falls. Thus, falls and delirium are inextricably linked. Both should be routinely screened for older adults.

Context: A 40-bed Emergency Department (ED) in the East San Francisco Bay area of Northern California and the first site among all acute care hospitals in the organization to implement the Brief Confusion Assessment Method (bCAM) delirium scoring tool within the Electronic Health Record (EHR).

Interventions: An EHR toolkit for delirium screening using bCAM was developed, tested, and implemented in the ED.

Measures: The outcome measure was the percentage of patients with a reported fall …

Personalized And Culturally Tailored Features Of Mobile Apps For Gestational Diabetes Mellitus And Their Impact On Patient Self-Management: Scoping Review, Catherine Jones, Yi Cui, Ruth Jeminiwa, Elina Bajracharya, Katie Chang, Tony Ma

College of Pharmacy Faculty Papers

BACKGROUND: Gestational diabetes mellitus (GDM) is an increasingly common high-risk pregnancy condition requiring intensive daily self-management, placing the burden of care directly on the patient. Understanding personal and cultural differences among patients is critical for delivering optimal support for GDM self-management, particularly in high-risk populations. Although mobile apps for GDM self-management are being used, limited research has been done on the personalized and culturally tailored features of these apps and their impact on patient self-management.

OBJECTIVE: This scoping review aims to explore the extent to which published studies report the integration and effectiveness of personalized and culturally tailored features in …

Cd47 Signaling Induces Hepatic Cell Death And Microglia Activation During Hepatic Encephalopathy, Ashwin Jhawer, Gabriel Frampton, Shadikchhya Maya Bhattarai, Sharon Demorrow, Matthew Mcmillin

Faculty and Staff Publications

Acute liver failure results from severe hepatic injury and can lead to neurological dysfunction known as hepatic encephalopathy (HE). Thrombospondin-1 can contribute to HE by increasing cerebral edema and microglia activation in the azoxymethane (AOM) mouse model. CD47 is a receptor for TSP1 and can directly modulate inflammation in numerous disease states. However, the role of CD47 in the progression of HE is currently unknown. Therefore, the aim of this study was to assess the role of CD47 in liver and brain pathology in the AOM mouse model of HE. C57Bl/6 or CD47 knockout (CD47−/−) were administered AOM to induce …

An Exploration Of Telemedicine Application Service Quality And Its Relevance With Patient Satisfaction, Victoria Olguin

Honors Program Theses and Research Projects

When the world experienced a pandemic due to the SARS-CoV-virus (COVID-19) in 2019, a lockdown quickly took place and travel restrictions were applied, placing a barrier to in- person healthcare access. This made the healthcare settings practice alternate ways in delivering healthcare that did not necessarily have to be in-person. The evolvement of a remote setting took place, and the development and usage of telemedicine quickly accelerated. This form of healthcare has transformed the way care is delivered to patients, with many key elements shaping their experience and outcomes. Now that the COVID-19 pandemic has ended, the practice of telemedicine …

The Effective Implementation Of Agile Project Management In Healthcare It Projects, Chinedu Chigbu

Harrisburg University Dissertations and Theses

This research paper investigates the effective implementation of Agile project management in the healthcare sector, focusing on its role in facilitating digital transformation initiatives. Through a comprehensive literature review, this study examines current practices, challenges, and future trends in healthcare digitalization, emphasizing the pivotal role of IT project management. Key concepts, models, and success metrics are analyzed, with particular attention to the adoption of Agile methodologies and stakeholder collaboration. Challenges such as interoperability, resistance to change, and data security are scrutinized alongside strategic solutions. The paper also outlines future opportunities, including AI integration and blockchain, and offers recommendations for enhancing …

Robotics And A.I In Oncological Surgery, Ian Ngo

Nursing | Student Research Posters

Throughout the decades, advancements in

technology have been surpassing limits that

were thought impossible. Every day these

breakthroughs are improving modern

surgery whether it be enhancing precision

on surgical sites, increasing accuracy of

procedure, or reducing recovery rates for

patients. Among the newly increasing

innovations, the implementation of robotics

systems and artificial intelligence (AI) into

the surgical field has emerged into

becoming a transformative force, especially

within a context as delicate as tumor removal.

This study explores the numerous benefits

of incorporating robotics and artificial

intelligence (AI) in tumor removal surgeries.

We investigate how these innovations

improve surgical accuracy, reduce …

Biodata Drives Treatment Success, Steve Carstensen Dds

Metro Denver Dental Society Articulator Magazine

This article explores the growing role of biosignals and digital health technologies in dentistry, emphasizing how devices like wearable rings and sensors are enhancing the diagnosis and management of conditions such as obstructive sleep apnea, periodontal disease and chronic pain. By integrating biosignal data into patient care, dentists can provide more precise, personalized treatments, improving outcomes and supporting collaboration with primary care providers in managing chronic diseases.

Articulator Q4 2024

Metro Denver Dental Society Articulator Magazine

This issue serves as a preview for the 117^th Rocky Mountain Dental Convention (RMDC) and features articles from subject matter experts speaking at the convention in January 2025. Content includes:

• A Reflection from MDDS Co-Editor, Dr. Amisha Singh on the connection between human happiness and meaningful relationships.
• A feature from Registered Dietician, Ms. Liz Pearson, on the impacts an anti-inflammatory diet can have on oral and periodontal health.
• A feature from Dr. Brooke Fukuoka on the challenges of providing oral health care to residents in long-term care and assisted living facilities.
• An article from professional career coach, Dr. Laura …

Safeguarding Virtual Healthcare: A Novel Attacker-Centric Model For Data Security And Privacy, Suvineetha Herath, Haywood Gelman, John Hastings, Yong Wang

Research & Publications

The rapid growth of remote healthcare delivery has introduced significant security and privacy risks to protected health information (PHI). Analysis of a comprehensive healthcare security breach dataset covering 2009-2023 reveals their significant prevalence and impact. This study investigates the root causes of such security incidents and introduces the Attacker-Centric Approach (ACA), a novel threat model tailored to protect PHI. ACA addresses limitations in existing threat models and regulatory frameworks by adopting a holistic attacker-focused perspective, examining threats from the viewpoint of cyber adversaries, their motivations, tactics, and potential attack vectors. Leveraging established risk management frameworks, ACA provides a multi-layered approach …

Intelligent Health Monitoring Systems Via Flexible Hybrid Electronics And Machine Learning, Masoud Panahi

Dissertations

Advanced data analytics approaches, such as artificial intelligence (AI), are increasingly being integrated into all aspects of patient care. This integration is paving the way for minimally invasive or non-invasive treatment modalities. By combining recent advancements in fabrication technology and computing ingenuity, wearable devices now enable continuous health monitoring and provide data for AI-driven analysis. These intelligent devices seamlessly integrate with the Internet of Things (IoT), enabling remote or “at-home” patient monitoring.

This dissertation study investigates the integration of recent advancements in flexible hybrid electronics (FHE) and machine learning (ML) to develop intelligent health monitoring systems. The developed FHE-based health …