Health Information Technology Commons^™

Evaluating The Impact Of A Renal Dosing Refreshable Sidebar Report On Appropriateness Of Antimicrobial Dosing At A Large Acute Care Cancer Hospital, Emily Fox, Jovan Borjan, Nancy Vuong, Hannah Aune, Claire Marten, Joshua Hendrickson

Advances in Cancer Education and Quality Improvement

Background: Appropriate antimicrobial dosing is vital in the treatment of patients with infectious diseases, though adherence to guideline recommended doses is often suboptimal.

Outcomes: This study was conducted to evaluate the impact of a renal dosing refreshable sidebar report, which displayed recommendations from a previously developed institutional antimicrobial dosing guide at the time of antimicrobial order entry. The primary outcome was adherence to daptomycin dosing guideline recommendations before and after implementation.

Methods: This was a pre- and post-quasi-experimental study at a 600-bed acute care cancer hospital. Adult patients (≥18 years old) that received daptomycin from February-April 2021 (pre-intervention phase) and …

Overcoming Specialty Care Connection Barriers: The Econsult Effect, Genevieve Whiting, Noah Hoffman, Anya K. Cutler, Leah M. Seften, Laura J. Faherty

Costas T. Lambrew Research Retreat 2025

Pediatric patients are 2.6x more likely to attend a new specialist visit after Specialist affirms referral need via eConsult.

Design And Assembly Of A Lightweight, Multi-Cannula Tetrode Drive For Bilateral Hippocampal And Acc Recordings, Homero Phelps, Jasmine Sidhu, Jonathan V. Trinidad, Talha Soluoku

Undergraduate Research Symposium Posters

Implants and Electrophysiology:

Electrophysiology is the study of the electrical properties of cells and tissues, neuronal implants enable high-resolution recordings of neuron action potentials and their locations in the brain.

Data gathered is key in investigating/mapping cognition and effects of neurological pathologies on regular neural systems.

Hyperdrive Model:

Previous model was restricted to two implant sites, and displayed frequent tetrode deformation

Hyperdrive was modified to support four implant sites and 16 independently movable tetrodes using 3D modeling software, while keeping its weight below 1.5 grams.

Targets:

Researchers targeted the hippocampus (CA1, CA3) and ACC, using the novel bilateral model

Determinants Of Willingness To Share Wearable Health Data With Health Care Providers In Appalachian Populations: An Exploratory Study, Gilbert Munoz Cornejo, Joonghee Lee

Journal of Appalachian Health

Background: Wearable health devices capture metrics (e.g., physical activity, ECG, sleep) that can enhance care when shared with providers. Yet, willingness to share wearable data may differ in Appalachia, where chronic disease burdens, mistrust, and limited infrastructure pose unique challenges.

Objective: This study explored (1) which sociodemographic, health, and digital behaviors correlate with willingness to share wearable data and (2) how these insights can guide region-specific interventions in Appalachia.

Methods: We analyzed 320 Appalachian respondents from the Health Information National Trends Survey (HINTS 6). Descriptive statistics and logistic regression models examined willingness to share wearable data. Because of small cell …

La Barrera Lingüística Del Sistema De Salud Para Los Hispanohablantes En Eeuu, Emma Rose

CURCI Student Research

Español

El sistema de salud es lo suficiente difícil para los pacientes que hablan el idioma. Con el seguro médico, los valores conflictivos de los pacientes y los médicos, la pérdida de control, estar en el hospital es un desafío. Ahora imagine que si no pueda entender el idioma del hospital. Para la gente que no entiende inglés hay dos barreras lingüísticas: el idioma y lenguaje médico. La barrera del idioma causa mucho daño, a corto como a largo plazo, a estos pacientes que no pueden entender. Hispanos que no hablan inglés reciben menos calidad de cuidado.

English

This presentation …

Economy Smart Watch Fails To Accurately Monitor Blood Glucose Among Healthy Adults, Thinh Le Mr., Douglas Oberlin Dr., Adam Mohan Mr.

Undergraduate Research

Monitoring and maintenance of blood glucose (BG) concentrations is of critical importance to individuals with diabetes mellitus. However, this often requires multiple finger-sticks and a glucometer, or the use of a prescription continuous glucose monitor (CGM). Recently, some smart watches have become available which claim to non-invasively monitor BG. This should not be confused with watches that pair with CGMs. The purpose of this study was to assess whether the economy smart watches were capable of detecting BG changes among healthy individuals. Currently three participants have completed this study. Healthy young adults reported to the lab after a 4-6 hour …

Wild West Healthcare: Addressing Healthcare Disparities In Rural Texas, Alexis K. O'Neal

2025 Spring Honors Capstone Projects - Archive

Rural communities in Texas face significant barriers to healthcare access, including geographic isolation, limited healthcare facilities, and shortages of healthcare providers, which exacerbate health disparities and contribute to poorer health outcomes (Bennett et al., 2019; Jafri et al., 2024). This study examines healthcare access disparities between rural and urban areas in Texas, focusing on the role of telehealth and its impact on vulnerable populations, such as older adults and cardiovascular patients. Regions of Texas were categorized into rural, metropolitan, and metroplex areas to analyze variations in healthcare outcomes and access. Rural areas, defined as those with populations under 200,000, struggle …

Innovating Clinical Documentation: The Role Of Speech Recognition In Nursing, Caylee L. Hagen, Heather Thyen

Nursing Posters

As nurses, documentation is a critical part of our daily workflow, and it is time consuming.  Speech-to-Text offers a hands-free, efficient solution that allows nursing to dictate notes.

Leveling Up Epic Tools To Streamline Care, Lindsay Kephart, Holly Kockler, Emily Eggert

Nursing Posters

The aim for this project was to improve discharge planning collaboration amongst the entire care team in 4 inpatient pilot depts at St. Cloud Hospital

Key Drivers:

• Improve communication across the care team
• Help to efficiently review a patient's discharge plan
• Track patient progress toward discharge in real-time
• Increase the visibility of outstanding care team tasks and discharge delays
• Improve data collection to enhance the discharge process

Virtual Reality In Trauma Therapy: Clinicians Treating Posttraumatic Stress Disorder (Ptsd) With Technological Resources In Minneapolis, Minnesota, Thomas E. Covington

Doctoral Dissertations and Projects

This dissertation aims to establish how virtual reality (VR) integrated with other technological devices in the management of posttraumatic stress disorder (PTSD). The technology will lay the foundation for how it can establish controlled and safe VR contexts that can help patients address traumatizing occurrences. I will also stress the use of virtual therapists through online tools and applications, giving access to those who cannot attend meetings in person. Also, I will examine the individualization of the treatment process through the application of digital technologies and their potential effects on the outcomes of the therapeutic process. The research also examines …

Evaluating The Integration Of Artificial Intelligence From The Perspective And Experiences Of Medical Coders: A Qualitative Study, Latonya M. Atkinson

Doctoral Dissertations and Projects

This study investigated the perceptions and experiences of medical coders and other relevant industry stakeholders regarding the integration of artificial intelligence (AI) technologies and tools for automating clinical coding within health information management (HIM). Using a qualitative research methodology, data was collected through twelve semi-structured interviews with participants from diverse employment settings, each possessing distinct levels of experience in medical coding. Among the participants, four individuals also took part in a focus group discussion. A purposive sampling strategy was exercised to obtain an intentionally diverse balance of perceptions and experiences from a varied group of participants. The qualitative data gathered …

Telehealth And Medical Consumerism In The Digital Age, Yibing Hu

Finance Undergraduate Honors Theses

This paper discusses the role of telehealth in medical consumerism. As a cheap and convenient model of healthcare, telehealth enables patients to access healthcare regardless of location, as long as they have the necessary technology.

In the current healthcare landscape, insurance policies and high costs push patients to act as consumers of medical services. With the rise of telehealth as another healthcare option, the medical sector further becomes consumer-oriented. This ultimately changes the way patients interact with healthcare.

Assessing The Efficacy Of Using The Ptsd Coach Mobile Application For Managing Ptsd Symptoms: Results Using The Hopkins Symptom Checklist-21, Muntaha Rana, Kaylea Shoulders, Deep Patel, Anne Jones

Rowan-Virtua Research Day

Background: Primary care settings often become the first place where patients with mental health concerns go, especially with shortages of mental health providers. During Covid-19 mental health concerns increased, increasing the demand of primary care providers to help assist patients navigate their concerns. Hypothesis: Participants that use the PTSD Coach App for 30 days will have reduced HSCL-21 follow-up scores compared to their intake. Methods: Patients were recruited from the Rowan-Virtua family medicine office in Sewell. The PCL-5 with the HSCL-21 was administered, with patients then using the PTSD Coach app for 30 days. Researchers followed up with patients after …

Artificial Intelligence In Detecting Heart Failure - A Systematic Review, Dale Shober, Kyle Kowalski, Aria Sen

Rowan-Virtua Research Day

Many studies have presented an artificial intelligence (AI) model to read electrocardiograms (ECGs) for the purpose of detecting or classifying the severity of heart failure. While most literature suggests that these AI-ECG models are effective at detecting or classifying heart failure, their efficacy in comparison to the current standards of care is not well researched. Furthermore, the barriers to implementation and the risks of these systems have not been studied and compiled. This literature review aims to outline the efficacy of AI-ECG models, determine how effective AI-ECG is in comparison to the standards of care, and outline the barriers to …

Enhancing Diagnostic Accuracy In Dyspnea: The Role Of Ai-Enhanced Ecg Interpretation, Sami Asif, Ayesha Mushtaq

Rowan-Virtua Research Day

Dyspnea is a frequent and diagnostically challenging presentation in emergency departments, requiring rapid distinction between cardiac and non-cardiac causes. Traditional approaches, including NT-proBNP testing and clinical assessment, often lack optimal sensitivity and specificity. Recent advancements in artificial intelligence (AI) have introduced AI-enhanced electrocardiogram (ECG) analysis as a promising diagnostic tool capable of identifying cardiac dysfunction with high accuracy.

A structured literature review was performed using PubMed to identify randomized controlled trials, prospective validations, and systematic reviews published between 2018 and 2024. Studies evaluating AI-ECG performance, NT-proBNP testing, and clinical assessment in adult patients presenting with dyspnea were included. Data extracted …

Home-Based Stroke Rehabilitation: Virtual Reality For The Elderly?, Joseph C. Moschella, Liam H. Kerrick

Rowan-Virtua Research Day

Stroke remains the leading cause of long-term disability, especially within the elderly population. Nearly 50 percent of stroke survivors never achieve full independence post-stroke. This literature review examines the capability of virtual reality (VR), as home-based continuation of stroke rehabilitation for elderly patients. VR has the potential to improve motor recovery, increase independence, and reduce healthcare costs for stroke survivors. A comprehensive literature review has been conducted following the PRISMA guidelines to evaluate VR therapy compared to conventional post-stroke therapy. VR rehabilitation demonstrated improvements in motor ability, however it did not demonstrate significantly superior improvements when compared to conventional therapy. …

May 2025, Swosu Rural Health Center

RURAL ROCKS

This is the May 2025 issue of Rural Rocks from the SWOSU College of Pharmacy.

Explainable Ai (Xai) For A Machine Learning Heart Disease Prediction Model, Sai Abhishek Sanchula

Electronic Theses, Projects, and Dissertations

Cardiovascular diseases (CVDs) remain the leading cause of mortality worldwide, necessitating the development of accurate and interpretable machine learning (ML) models for early diagnosis and risk assessment (World Health Organization, 2021). While ML algorithms such as logistic regression, decision trees, support vector machines (SVM) (Cortes & Vapnik, 1995), and deep learning models (LeCun et al., 2015) have demonstrated high predictive accuracy, their adoption in clinical practice is hindered by their black-box nature (Rudin, 2019). Explainable AI (XAI) techniques, including SHapley Additive Explanations (SHAP) (Lundberg & Lee, 2017), Local Interpretable Model-agnostic Explanations (LIME) (Ribeiro et al., 2016), and feature importance analysis …

May 2025, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

May is Skin Cancer Awareness Month

REMINDER - SWOSU Swimming Pool OPEN TO ALL SWOSU EMPLOYEES and their FAMILY! (see hours p.2)

May Day Crossword Puzzle

Newsletter brought to you by the Bulldog Wellness Committee

Evaluating Surge Capacity In The Emergency Department: A Comprehensive Literature Review On Preparedness And Response Frameworks, Tanner J. Riscoe

Capstone Experience: Master of Public Health

Medical surge capacity in emergency departments is influenced by four critical factors: staff, stuff, space, and systems. Understanding these factors and the interplay between them is critical. Emergency departments are increasingly encountering issues with overcrowding, patient boarding, and medical surge events causing interruptions in care and depleting critical resources. Coordination of medical surge is challenging during normal operations but is intensified during times of crisis. This comprehensive literature review seeks to better understand the current state of the literature surrounding surge preparedness and response in emergency departments across the United States, identify gaps in the current literature, and ultimately recommend …

Gut Feeling: A Holistic Digital Tool For Managing Irritable Bowel Syndrome And Food Sensitivities, Hailey M. Olberding

Honors Program: Senior Projects (Public)

Irritable Bowel Syndrome (IBS) and food intolerances are increasingly prevalent chronic gastrointestinal (GI) conditions that significantly impair quality of life. While the low-Fermentable Oligosaccharides, Disaccharides, Monosaccharides and Polyols (FODMAP) diet has demonstrated success in symptom management, current digital tools fail to offer integrated, user-friendly platforms that holistically track contributing health factors. Gut Feeling is a mobile app (Appendix 1) and complementary website (Appendix 2) developed to fill this gap. By incorporating symptom logging, food intake tracking and complementary database, stress and sleep monitoring, and trend analysis, this platform empowers users to better understand their bodies and manage GI symptoms proactively. …

Opportunities And Challenges For E-Health In Hip And Knee Arthroplasty - A Summary Of Recent Literature Review, José Miguel Seguro, Márcia Pestana Santos

Patient Experience Journal

Introduction: The integration of health technologies and e-health into health education is becoming increasingly used. Objective: To identify the e-health challenges and opportunities related to hip and knee arthroplasty patient care. Methods: A narrative literature review was conducted. Results: Included 13 primary studies on teleconsultation and the use of digital applications to support patients undergoing knee or hip arthroplasty. Discussion: E-health resources are increasingly vital in supporting arthroplasty patients throughout their surgical journey, from preoperative preparation to recovery. Teleconsultations and patient-support apps enhance access to care, improve efficiency, reduce costs, and boost patient satisfaction. The …

Patient Similarity Analysis And Decision Support Dashboards In Cancer Care: Patients' And Other Stakeholders' Perspectives, Karol Jan Czuba Dr, Te Hao Apaapa-Timu Mrs, Rachel B. Owens, Robert Matthew Strother Dr, Ryan P. Radecki Dr

Patient Experience Journal

Patient Similarity Analysis can be used to develop personalised aids for patients and clinicians making complex healthcare decisions, including those encountered in the oncology domain. However, little is known about patients’ views on how insights derived through Patient Similarity Analysis may be incorporated into decision making at the point of care. In this study, we developed a set of Patient Similarity-based dashboard mock-ups and consulted oncology stakeholders in Aotearoa New Zealand regarding acceptability. Aim: To explore oncology stakeholders’ (patients, clinicians, researchers and advocates) perspectives on the acceptability of using Patient Similarity-based decision dashboards to guide decision making. Methods: This is …

Improving Handoffs Between Outpatient Clinics And Acute Cancer Care Centers At A Tertiary Oncology Hospital Using A Quality Improvement Methodology, Mini George, Mohamed Ait Aiss, Gabriele Urschel, Maria Franco Vega, Susan Gaeta, Diane Bodurka

Advances in Cancer Education and Quality Improvement

Accrediting agencies recommend safe and accurate transfer of clinical information during care transitions. At our institution, a tertiary care cancer hospital, ambulatory clinic providers use multiple methods for communicating essential information to emergency care providers. Therefore, we initiated a quality improvement project using a standardized electronic handoff during the transfer of care between providers at outpatient clinics and acute cancer care centers. The project was launched in May 2023 and aimed to achieve electronic handoff for 70% or more of ambulatory care patients transferred to emergency care by October 2023. A multidisciplinary team developed an electronic handoff, provided training, and …

Virtual Reality-Enhanced Rehabilitation For Improving Musculoskeletal Function And Recovery After Trauma, Phani Paladugu, Rahul Kumar, Joshua Ong, Ethan Waisberg, Kyle Sporn

SKMC Student Presentations and Publications

Orthopedic trauma remains a critical challenge in modern healthcare, often resulting in severe mobility limitations, acute pain, and delayed recovery. Conventional rehabilitation techniques, though effective, fail to address the individualized, high-precision interventions needed for musculoskeletal injuries like fractures, joint instability, ligament tears, and muscular atrophy. Virtual reality (VR) technologies, such as Apple Vision Pro and HTC Vive Pro, offer a transformative approach by enhancing diagnostic precision, rehabilitation effectiveness, and patient engagement through interactive, immersive environments that improve clinical outcomes. These VR technologies provide real-time biomechanical data, such as joint mechanics, muscle coordination, and movement patterns, allowing clinicians to design personalized …

Data-Driven Survival Modeling For Breast Cancer Prognostics: A Comparative Study With Machine Learning And Traditional Survival Modeling Methods, Theophilus Gyedu Baidoo, Hansapani Rodrigo

School of Mathematical & Statistical Sciences Faculty Publications

Background This investigation delves into the potential application of data-driven survival modeling approaches for prognostic assessments of breast cancer survival. The primary objective is to evaluate and compare the ability of machine learning (ML) models and conventional survival analysis techniques, to identify consistent key predictors of breast cancer survival outcomes.

Methods This study employs data-driven survival modeling approaches to predict breast cancer survival, including survival-specific methods such as the Cox Proportional Hazards (CPH) model, Random Survival Forests (RSF), and Cox Proportional Deep Neural Networks (DeepSurv), as well as machine learning models like Random Forests (RF), XGBoost, Support Vector Machines (SVM) …

Pandemic Mythmaking: Covid-19 And Mythological Symbolism In Indian Folk Art, Ishani Anwesha Joshi, Sathyaraj Venkatesan

Mythlore: A Journal of J.R.R. Tolkien, C.S. Lewis, Charles Williams, and Mythopoeic Literature

Through a comprehensive analysis of Durga Bai Vyam’s “Samura Manthan” and Rupsona and Bahadur Chitrakar’s “Corona Rakshasa,” this article aims to investigate how mythological stories and themes have been used in the Indian context in folk art during the COVID-19 pandemic. The investigation will offer insights into how artists have leveraged mythological symbolism to infuse their works with richer layers of meaning, thereby engaging readers in a deeper exploration of the pandemic’s impact on society and the human psyche. By close-reading the aforementioned paintings, this study aims to illustrate the evolving visual representation of cultural narratives …

Diabetes: Non-Invasive Blood Glucose Monitoring Using Federated Learning With Biosensor Signals, Narmatha Chellamani, Saleh Ali Albelwi, Manimurugan Shanmuganathan, Palanisamy Amirthalingam, Anand Paul

School of Public Health Faculty Publications

Diabetes is a growing global health concern, affecting millions and leading to severe complications if not properly managed. The primary challenge in diabetes management is maintaining blood glucose levels (BGLs) within a safe range to prevent complications such as renal failure, cardiovascular disease, and neuropathy. Traditional methods, such as finger-prick testing, often result in low patient adherence due to discomfort, invasiveness, and inconvenience. Consequently, there is an increasing need for non-invasive techniques that provide accurate BGL measurements. Photoplethysmography (PPG), a photosensitive method that detects blood volume variations, has shown promise for non-invasive glucose monitoring. Deep neural networks (DNNs) applied to …

Developing An Online Community Advisory Board (Cab) Of Parents From Social Media To Co-Design An Human Papillomavirus Vaccine Intervention: Participatory Research Study, Regan M. Murray, Shawn C. Chiang, Ann C. Klassen, Jennifer A. Manganello, Amy E. Leader, Wen-Juo Lo, Philip M. Massey

Department of Medical Oncology Faculty Papers

BACKGROUND: Social media health interventions have grown significantly in recent years. However, researchers are still developing innovative methods to meaningfully engage online communities to inform research activities. Little has been documented describing this approach of using online community advisory boards (CABs) to co-create health communication interventions on social media.

OBJECTIVE: This study describes the formation, engagement, and maintenance of an online CAB focused on co-creating a health education intervention for parents regarding the human papillomavirus (HPV) vaccine. The study provides guiding principles for public health researchers implementing such CABs in future digital health interventions.

METHODS: In May 2020, Twitter was …

Virtual Reality Respiratory Biofeedback In An Outpatient Pediatric Pain Rehabilitation Program: Mixed Methods Pilot Study, Kristin Recker, Julia Silliman, Karolina Gifford, Parth Patel, Lisgelia Santana, Aimee K. Hildenbrand, Shreela Palit, Rachel Wasserman

Department of Pediatrics Faculty Papers

BACKGROUND: Chronic pain in adolescents is a significant and growing concern, as it can have negative implications on physical and psychosocial development. Management can be complicated by the increasing risks associated with opioid misuse, highlighting the need for effective nonpharmacological interventions. Biofeedback is an empirically supported behavioral intervention for chronic pain that targets the self-regulation of physiological responses. Virtual reality (VR) is a novel delivery method for biofeedback that could serve as an engaging and effective platform for adolescents.

OBJECTIVE: The goal of this study was to assess the feasibility, acceptability, and preliminary effectiveness of integrating a VR-delivered respiratory biofeedback …