Health Information Technology Commons^™

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 …

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 …

Medical Tourism Patient Guidance: A Content Analysis Of Risk Reduction Guidelines Available To Global Health Seekers., Alicia Mason, Angela Ashmore

Faculty Submissions

This study examines medical tourism (MT) patient guidance messages intended to reduce procedural risks—those directly related to biomedical treatments—and process risks, which involve logistical, administrative, and interpersonal challenges of seeking healthcare abroad. The analysis focuses on print and digital publications authored by individuals independent of the MT industry, including policy researchers, travel health experts, lifestyle reporters, and consumer-focused medical travel writers. Using a two-phase digital and database search strategy, 27 publications from 2009 to 2024 were identified and analyzed using exploratory content analysis methods. Findings reveal important differences in the scope and depth of guidance aimed at reducing risks for …

Enhancing Heart Failure Transitional Care To Reduce 30-Day Readmission Rate, Thuy Nhu Uyen Tran

Doctor of Nursing Practice Final Project Abstract

Purpose: The purpose of this quality improvement (QI) project is to reduce 30-day readmissions for adult patients with heart failure (HF) by implementing a standardized HF pathway beginning in the intensive care unit (ICU) and continuing through discharge.

Background: The project was implemented within a large healthcare organization in Northwest Houston, Texas.

Methodology: This project utilized a pre- and post-implementation design guided by the Plan-Do-Study-Act (PDSA) model. Eligible adult patients (≥18 years) with a primary or secondary HF diagnosis were identified during March 2026. The My Pathway to Wellness HF education pathway was initiated at the time of ICU downgrade …

August 2026, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

• National Wellness Month

• Stress Management Tips for Bulldogs

• Bulldog Resources

• Bulldog Wellness Bingo Challenge

August 2026, Swosu Rural Health Center

RURAL ROCKS

It's been an exciting season at the SWOSU Rural Health Center!

We are thrilled to share that SWOSU Rural Health has been awarded a second grant through Oklahoma's Rural Health Transformation Program (RHTP), building on the momentum of our Community-Led Wellness Microgrant. This week, we also have the privilege of welcoming representatives from the Centers for Medicare & Medicaid Services (CMS) and the Oklahoma Rural Health Transformation Program to SWOSU as they visit our Jerry & Margaret Hodge College of Pharmacy and Rural Health Center to highlight the innovative work happening across our region.

• Feds push back HIPAA security rule …

Evaluating Machine Learning Models On Classification Of Novel Cyber Attacks In The Healthcare Domain, Promise Ehimen

Dissertations, Theses, and Projects

The increasing adoption of the Internet of Medical Things (IoMT) has improved healthcare delivery through connected medical devices while simultaneously expanding the cybersecurity risks facing healthcare organizations. Although machine learning based intrusion detection systems have demonstrated high detection accuracy, their ability to respond reliably to previously unseen cyberattacks remains uncertain. This study investigated how a Neural Network model and a Logistic Regression model classified novel cyberattacks within the IoMT environment. The Neural Network and Logistic Regression models were both trained and tested using a subset of the CICIoMT2024 benchmark dataset. The Neural Network achieved 99.82% test accuracy and a 0.94 …

Technology Platform (Peer Plus) Supporting The Work Of Peer Recovery Coaches And The Communication Needs Of Individuals In Recovery From Substance Use Disorder: Protocol For An R21 Development And Usability Trial., Amanda Coupe, Jessica Pater, Rachel Pfafman, Victor P Cornet, Elisabeth Andrews, Mindy Flanagan, Dana Albright, Abhinay Balasani, Christopher Becker, Brian Parise, Erik Hess, Tammy Toscos

Health Services and Informatics Research

BACKGROUND: Substance use disorder (SUD) represents a significant public health concern in the United States. SUD recovery is complex and individualized, and support provided by peer recovery coaches (PRCs) can improve outcomes. The PRC-client relationship requires bidirectional mediated communication that is often informal but should be trackable, efficient, and aligned with health care privacy and security regulations. Current workflows and available apps do not meet these needs, illustrating the opportunity for client-centered technology tools. We have developed Peer PLUS (People Leveraging Urgent Support; Parkview Health System, Inc), a HIPAA (Health Insurance Portability and Accountability Act)-compliant mobile app and client management …

Pengaruh Buerger Allen Exercise Terhadap Sirkulasi Ekstremitas Bawah Pada Pasien Luka Kaki Diabetik, Jannaim Jannaim, Ridha Dharmajaya, Asrizal Asrizal

Jurnal Keperawatan Indonesia

The Influence of Buerger Allen Exercise on Lower Extremity Circulation in Patients with Diabetic Foot Ulcer. Diabetic footulcer (DFU) is a complication of diabetes caused by impaired venous and arterial blood circulation. Buerger allen exercise is a modality therapy with active postural movement. This study aims to assess the effect of buerge rallen exercise on the circulation of lower extremities in DFU patients. The study design was pre experimental pretest and posttest without control. The sampling technique was consecutive sampling and the large sample of 43DFU patients, analysis data was using Wilcoxon test. Increased circulation is measured using the Ankle …

Effective Strategies To Improve Telemedicine Services For Veterans In Baltimore, Maryland: A Qualitative Single-Case Study, Dolapo Uthman

Doctoral Dissertations and Projects

This qualitative single-case study investigated the inefficiency and limited accessibility of telemedicine services within a selected healthcare organization located in Baltimore, Maryland. The purpose of this study was to investigate how telemedicine services can be improved to enhance healthcare outcomes for patients and their overall quality of life. The data were collected using semi-structured interviews with 16 participants, supported by fieldnotes, and publicly available documents, and analyzed using reflexive thematic analysis. Methodological triangulation was used to validate the findings to ensure credibility and consistency. The research indicated that telemedicine enhances access to healthcare and supports continuity of care, especially for …

A Connection A Day Keeps The Patient Away: How Remote Patient Monitoring Connected To The Internet Of Things Will Change Us Healthcare Into The Us Healthcare System, Ethan Sinn

Doctoral Dissertations and Projects

The importance of this study was due to the market inefficiencies hindering US healthcare. The three market inefficiencies of excessive cost, access challenges, and low outcome yields have puzzled industry stakeholders for years. These inefficiencies continue gobbling up resources now accounting for around 20% of American GDP. The inefficiencies are symptomatic results of two surface level problems in the US healthcare market: financial misalignments and informational fragmentation. The financial mismatches and informational gaps have caused havoc to the natural market’s daily flow since making their way to the surface and remain firmly connected to the root cause of US healthcare’s …

Internalized Colorism As A Gendered Barrier To Skin Cancer Information Avoidance Among Hispanic College Students, Soo Yun Kim, Wan-Lin Chang

Communication Faculty Publications

Skin cancer disparities persist among racial and ethnic minority populations, yet sociocultural factors shaping engagement with preventive health information remain understudied. This study examines whether internalized colorism functions as a barrier to skin cancer information avoidance among Hispanic college students and whether these associations differ by sex. Using survey data from 300 undergraduates at a Hispanic-serving institution, hierarchical regression analyses examined how three dimensions of colorism, including self-concept, attractiveness, and upward mobility, were associated with skin cancer information avoidance. Results indicated that only the attractiveness dimension predicted information avoidance. This association was moderated by sex, such that attractiveness-based colorism was …

Identification Of Prognostic Factors For Disease Recurrence-Free Survival (Drfs) In Breast Cancer Patients Using The Cox Proportional Hazards Model, Dwi Cahyaning Putri, Veny Prabaningrum, Samsul Arifin

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Breast cancer remains one of the most common malignancies among women worldwide, with recurrence remaining a major clinical challenge. Despite various treatment efforts, the mortality rate from breast cancer remains high, particularly among patients with worse clinical and molecular conditions. This study aims to identify factors influencing the survival of breast cancer patients using the Cox proportional hazards model. The study analyzes clinical and molecular data of breast cancer patients to identify key risk factors affecting Disease Recurrence-Free Survival (DRFS). Analysis was conducted using Kaplan-Meier, the Log Rank test, and the Cox proportional hazards model. The results showed that nodal …

Mammography: What Utahns Need To Know, Brie Sparks, Susan R. Madsen

Marketing and Strategy Faculty Publications

Mammography is a critical preventative health tool that enables early detection of breast cancer and improves the likelihood of successful treatment. In Utah, screening behaviors are shaped by access to care, personal perceptions, healthcare experiences, and broader social and structural factors. Understanding both measurable trends and attitudes toward preventative care provides essential context for improving screening rates. Together, these factors influence how, when, and whether Utah women utilize mammography services, ultimately impacting early detection outcomes across the state.

July 2026, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

Community & Connection Month

July is Community & Connection Month, a time to focus on building relationships, strengthening connections, and supporting one another. Whether it’s with friends, family, coworkers, or your campus community, meaningful connections play an important role in overall wellness. Strong social connections can improve mood, reduce stress, and help you feel more supported in everyday life.

Social Phobia, Coping Strategies, And Socio-Demographic Associations Among Late Adolescents: A Cross-Sectional Study, Ezhilan B U, Jesymol Joy, Smitha Chandrashekarappa Dr.

Digital Journal of Clinical Medicine

Background: Adolescence is a transitional period from childhood to adulthood, often marked by psychological challenges such as social anxiety, also known as social phobia. It is characterized by excessive fear of social interactions and can lead to impaired functioning or depression. Globally, its prevalence ranges from 6-10% in developed countries and 10-44% in developing countries. Coping strategies play a crucial role in managing social phobia, varying by individual characteristics. This study aimed to determine the prevalence of social phobia, identify coping strategies, and evaluate their association with socio-demographic factors among late adolescents.

Methodology: A cross-sectional study was conducted …

A Quality Improvement Approach To Reducing Chronic Obstructive Pulmonary Disease Readmissions, Florwisse Rubio

All Doctor of Nursing Practice (DNP) Scholarly Projects

Problem:

The problem identified at the project site is that care transitions for patients with COPD lack standardized discharge processes, leading to inconsistent education, limited follow-up, and poor coordination of care.

Aim of the Project:

The primary aim was to improve patient outcomes by reducing the 19.6% 30-day readmissions among older adults diagnosed with COPD at the selected project site by implementing a standardized discharge intervention over 12 weeks, measuring progress, and ensuring appropriate workflow. The initiative of this project sought to foster a sense of proper continuity of care through timely follow-up, interprofessional communication among patients and providers, and …

July 2026, Swosu Rural Health Center

RURAL ROCKS

Rural Health Center

As we prepare to kick off our first semester in the new Jerry & Margaret Hodge College of Pharmacy and Rural Health Center, there is a lot to be excited about! It has been incredible to watch this vision become a reality, and we can't wait to welcome students, faculty, healthcare partners, and community members into a space designed to strengthen rural healthcare across western Oklahoma. The opportunities for collaboration, education, and innovation are endless, and we are especially looking forward to creating more hands-on learning experiences for our students while continuing to build strong partnerships that …

Gambaran Penyebab Klaim Bpjs Rawat Inap Berstatus Pending Di Rumah Sakit Ciremai Kota Cirebon Tahun 2025, Jazim Shebrina Kharisma Sendy, Lina Khasanah, Bambang Karmanto, Maula Ismail Mohammad

Jurnal Ekonomi Kesehatan Indonesia

Pending claims involving BPJS Kesehatan remain a challenge in the healthcare financing system in Indonesia. This condition hinders the receipt of JKN funds by healthcare facilities. In general, pending claims arise due to inconsistencies in files, disease and/or action codes, or the determination of medical measures. The same problem also occurred at Tk. III Hospital 03.06.01 Ciremai, Cirebon City, with the continued discovery of pending inpatient BPJS claims in 2025. Based on these conditions, this study aims to describe the causes of pending inpatient BPJS claims based on administrative, coding, and medical aspects. This study aims to describe the causes …

Microelement Deficiencies In Perimenopausal Women And Their Impact On Metabolic And Physical Performance: Potential Applications Of Vis–Nir Tissue Spectrophotometry And The So/Check Platform, Izabela Pabin, Damian M. Dudek, Łukasz Jaworski, Ewa Maria Kłodzińska

Baltic Journal of Health and Physical Activity

Background: The perimenopausal period, typically occurring between the ages of 40 and 55 years, represents a critical transitional stage in women’s physiology characterized by profound hormonal, metabolic, and systemic adaptations. While the endocrine aspects of this transition have been extensively investigated, increasing attention has recently been directed toward the role of micronutrient homeostasis in maintaining metabolic health and physical performance during this period. Therefore, the aim of this narrative review is to summarize current knowledge regarding microelement deficiencies in perimenopausal women and their potential impact on metabolic health and physical performance. Additionally, the review discusses the potential applications of VIS–NIR …

Refining Of An Online Rotator Cuff Related Pain Screening Tool (Orcs): A Mixed Methods Refinement Study, Andrew J. Smythe, Rhiannon Whale, Melanie Farlie, Peter Malliaras

Internet Journal of Allied Health Sciences and Practice

Purpose: The purpose of this study is to refine an online rotator cuff related shoulder pain screening tool. Method: A mixed methods item-refinement study was used. The original tool was designed through expert opinion and informal literature review. In this study the original tool was refined over three rounds of cognitive interviews totalling 39 participants. The screening tool consisted of two sections, red flag screening followed by rotator cuff related shoulder pain differential diagnostic items. Results from each round of interviews were summarised and informed a nominal group research panel review process to modify items and develop a finalised version …

Electronic Health Record Alerts To Improve Lipid Lowering After A Recent Myocardial Infarction, Dean G. Karalis, Benjamin Richter, Scott Hessen, Patrick Moeller, Laney K. Jones

Division of Cardiology Faculty Papers

BACKGROUND: This observational, quality initiative evaluated the impact of changing from a passive (dismissible) to an active (nondismissible without action) electronic health record alert on guideline-recommended lipid-lowering therapy (LLT) prescriptions in patients with recent myocardial infarction at risk for secondary events.

METHODS: We sequentially recruited a retrospective passive-alert (February 2018-July 2019; n=733) and a prospective active-alert (August 2020-January 2022; n=587) cohort of patients who triggered an alert to intensify LLT or order a low-density lipoprotein-cholesterol (LDL-C) test if they had a recent myocardial infarction (within 12 months) and elevated (≥70 mg/dL) or missing LDL-C. Prescribed LLTs and cumulative percentages of …

Artificial Intelligence Policy Development In A Hybrid, Accelerated Dpt Program: Planning For Academic Integrity, Jennifaye V. Brown, Keiba Shaw, Otis L. Owens

Internet Journal of Allied Health Sciences and Practice

Purpose: Artificial intelligence (AI), particularly generative forms like ChatGPT, has rapidly grown across higher education. Institutions are developing policies for responsible/ethical use to preserve academic integrity, while acknowledging AI’s role in healthcare to confirm diagnoses and create personalized plans based on social determinants. In physical therapy education, AI can serve a valuable purpose despite documented misuse by Doctor of Physical Therapy (DPT) students during admissions and curricular activities. This paper describes the development of an AI policy following identified misuse and demonstrated knowledge gaps from student orientation essays. Methods: An AI task force was convened. Policy development was guided by …

Evaluation Of Corneal Infections Using A Smartphone Macro Lens For Synchronous Telemedicine, Joseph A. Anaya, Julia Yu, Marisa A. Schoen, Dilru C. Amarasekera, Cherie A. Fathy, Sophia Lam, Christopher J. Rapuano, Zeba A. Syed

Wills Eye Hospital Papers

PURPOSE: To determine the efficacy of synchronous telemedicine consultation with a corneal specialist using a macro lens attachment to a smartphone to evaluate corneal infections.

METHODS: Patients aged 18 years or older who presented to the Cornea Clinic at Wills Eye Hospital between June 2020 and March 2021 with a corneal infection were examined by two fellowship-trained cornea specialists. One examiner (CJR) performed face-to-face (FTF) slit-lamp evaluations, whereas another examiner (ZAS) performed synchronous telemedicine visit (STV) evaluations via a smartphone with a macro lens of 7× magnification (Olloclip; Foothill Ranch, CA, USA) held by trained study coordinators. Agreement between examinations …

Trauma-Informed Conversational Agents For Mental Health: Understanding User Perspectives And Experiences, Xintong Lu, Shion Guha, Rachel Pfafman, Jessica Pater, Courtney L. Washington, Fayika Farhat Nova

Health Services and Informatics Research

Introduction:

Mental health conversational agents (MHCAs) offer scalable, accessible psychological support yet raise concerns about safety and appropriateness for trauma, exposed users. While trauma-informed care (TIC) principles, emphasizing safety, trust, empowerment, collaboration, peer support, and cultural sensitivity, are well-established in clinical practice, their application and user interpretation in chatbot contexts remain unexplored. This study aimed to explore (1) how users conceptualize trauma-informed care in the context of mental health chatbots and (2) what factors can help us predict whether users perceive their chatbot interaction as trauma-informed.

Methods:

A 59-item web-based survey (REDCap) assessed demographics, technology proficiency, adverse life experiences, chatbot …

Show Me The Money: Finance Models In Epilepsy Practice., Deepti Zutshi, Emily Klatte, Maysaa Basha, Leisha Osburn, Eric Segal, Nina Garga, Rohit R Das

Medical Education Articles

Healthcare models and the finances associated with such models are complex. Patients with epilepsy (PWE) receive care in a variety of settings, and each is associated with differing reimbursement, financial levers, as well as unique strengths and weaknesses. As the financial climate of healthcare system changes rapidly in the setting of an aging population, physician shortages, and increasing costs of healthcare delivery, it is important for clinicians to understand the financial aspects of caring for PWE. In this review, we examine basic concepts in healthcare economics and then review the financial aspects of care in an academic context, a private …

A Systematic Review Of Intrusion Detection Systems For Internet Of Medical Things: Performance, Efficiency, Explainability, And Generalization, Oswald Adohinzin, Youssef Harrath

Research & Publications

The Internet of Medical Things (IoMT) has transformed health care delivery through medical devices, remote patient monitoring, and real-time clinical decision support. However, the proliferation of IoMT devices introduces security vulnerabilities that put patient safety and data privacy at risk. Intrusion Detection Systems (IDS) have emerged as essential components for protecting IoMT networks from cyberattacks. This article presents a systematic review of IoMT-IDS research, analyzing 53 high-quality papers published between 2020 and 2025, identified through database searches spanning 2016–2025 across IEEE Xplore, Springer, ScienceDirect, and ACM Digital Library. We organize the literature through a comprehensive taxonomy spanning classical machine learning …

2026 Cyber-Resilient Health Care Workshop Report, Malcolm Schongalla, Sergey Bratus

Computer Science Technical Reports

The ISTS and the Dartmouth College Cybersecurity Cluster hosted the successful, inaugural Cyber-Resilient Health Care (CRHC) Workshop, March 5th & 6th, 2026. The event theme was "Innovation and Implementation," in response to the need to shift from reactive to proactive resiliency measures in the healthcare sector. Approximately 30 experts in clinical health care, cybersecurity, medical technology, policy, and innovation met to discuss solution-focused innovations addressing hard, cyber-related problems in health care. The agenda featured keynotes, an expert panel, innovation pitches, small group discussions, and a tabletop infrastructure disaster exercise. Participants gained insights into the obstacles and solutions involved in supporting …

June 2026, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

• Fitness and Hydration Month

• Stress Management Tips for Bulldogs

• Bulldog Resources

• HYDRATION TRACKER

Ai In Healthcare: Regulatory Guidelines And Judge-Made Negligence Principles For Ai Implementers, Gary K. Y. Chan

Research Collection Yong Pung How School Of Law

The use of artificial intelligence (AI) in healthcare may, notwithstanding its potential benefits, result in harm to patients from allegedly negligent acts or omissions by hospitals and medical doctors. In such circumstances, how should the principles in the tort of negligence (duty of care, breach, causation, remoteness of damage, and defences) respond to AI innovations in healthcare? In particular, how may the standard of care expected of hospitals and medical doctors be informed by regulatory guidelines? We refer to case law precedents and regulatory guidelines on the roles and responsibilities of doctors and hospitals as AI implementers. Importantly, they prompt …