Telemedicine Commons^™

Addressing Diabetic Retinopathy Prevalence In Low-Income Communities: Barriers To Quality Healthcare And Strategies For Equitable Treatment Access, Morkeia A. Mutchelknaus

Honors Thesis

Studies have shown a strong correlation between diabetes and individuals in low-income communities, which often lack access to equitable healthcare for a variety of reasons. This honors thesis will focus on diabetic retinopathy, its prevalence, prevention, and treatment strategies in both low- and high-income communities. A comprehensive literature review was conducted to define diabetic retinopathy, assess its prevalence, and review past and present approaches to its treatment and prevention. This paper aims to identify strategies to improve healthcare accessibility in low-income communities by analyzing current strategies in place to prevent and treat diabetic retinopathy and proposing potential solutions that will …

Development Of A Personal Health Recommendation System Based On Data And Machine Learning To Improve User Wellbeing, Eliyah Acantha Manapa Sampetoding, Andi Alisha Faiqihah, Yulita Sirinti Pongtambing

Jurnal Administrasi Bisnis Terapan

The development of personal health recommendation systems has become a significant focus of research, along with the increasing need to improve user well-being. This research critically examines options in data and data mining and Machine Learning to support the establishment of systems to recommend better and improved healthcare services. Drawing on the results of a systematic review of past literature, the study shows that the application of Machine Learning algorithms in disease opinion learning, health condition classification, and demographics is emerging as a prospect for driving clinical decisions. Various models, from Deep Learning to traditional machine learning models such as …

Leveraging Ai In Teledermatology: A Literature Review On Advancing Health Equity For Underserved Populations, Jared Hensley, Smaran Marupudi, Blake Martin, Neharika Penmetcha, Maria Villegas

Research Symposium

Background: Health disparities in dermatological care tend to disproportionately affect underserved populations, particularly those in rural and resource-limited settings. Teledermatology, augmented by artificial intelligence (AI), presents an opportunity to address these inequities by providing underserved populations with improved diagnostic capabilities. Despite its promise, AI models in teledermatology can often exhibit biases, such as reduced diagnostic efficacy for Fitzpatrick skin types IV-VI, due to their training on non-representative datasets. This literature review explores AI's role in teledermatology and potential strategies to enhance its utility for underserved populations.

Methods: A comprehensive review of peer-reviewed literature was conducted to evaluate the integration of …

Could Telemedicine Approaches Improve Inclusivity In Spinal Cord Injury Care And Research?: Insights From Epidemiological Texas Data, Anesu Karen Murambadoro, Daniel Salinas, Victoria Elizondo, Kevin Garcia Valdez, Blake Martin, Paul Bonilla, Kelsey Baker

Research Symposium

Background: Spinal cord injury (SCI) affects hundreds of Texans, with annual healthcare costs exceeding $43,800 per individual, with the bulk of these costs coming from frequent rehabilitation visits. In a geographically vast state with only two major SCI rehabilitation centers, Texans with SCI may face substantial barriers to accessing specialized care, particularly in rural and underserved areas. Telemedicine, which encompasses remote delivery of healthcare services and rehabilitation, has offered promising solutions in easing travel burden and improving physician reach. For example, nationally, in 2021, 37.0% of individuals utilized telemedicine. Furthermore, telemedicine usage was greatest among individuals living in West and …

Anesthesia And Pain Management In Conflict-Affected Regions: Addressing Global Health Barriers To Access And Quality Of Care​, Naeel Uddin, Sierra Brown, Maria Easler, Ayanda Mkhize, Marwa Hamdam, Chandu Goli, Lauren Draper

Annual Research Symposium

This poster examines how to deliver safe, effective anesthesia and pain control in areas with limited resources and ongoing security threats. Focusing on portable technology, ketamine-based protocols, and telemedicine, we highlight ethical considerations, training needs, and global collaborations. Our findings outline a pathway to reduce suffering and improve surgical outcomes in vulnerable populations by addressing challenges unique to conflict settings.

The Opportunities And Barriers Surrounding The Use Of Digital Health And Telemedicine In Sub-Saharan Africa, Aveline Langmead, Afua Osei-Wusu, Erica Tutuwan, Sara Mcmahon, Porter Biggs

Annual Research Symposium

No abstract provided.

Machine Learning And Shap Interpretability For Chronic Disease Understanding, Nnaemeka Charles Igwe, Khandaker Mamun Ahmed

SDSU Data Science Symposium

Non-communicable diseases (NCDs), such as diabetes, are major global health concerns influenced by various health parameters and lifestyle choices. Traditional methods struggle to efficiently predict and manage these conditions due to the complexity and diversity of medical data. There is a need to leverage machine learning algorithms and modern computational tools to accurately predict diabetes, improve diagnosis, and provide actionable insights for better healthcare outcomes. In this project we study the application of machine learning methods for predicting NCDs such as diabetes. Moreover, we leverage hyperparameter tuning techniques for model development and SHapley Additive exPlanation (SHAP) for results interpretations and …

Comparing In-Person, Standard Telehealth, And Remote Musculoskeletal Examination With A Novel Augmented Reality Exercise Game System: Pilot Cross-Sectional Comparison Study, Richard Wu, Keerthana Chakka, Sara Belko, Ninad Khargonkar, Kevin Desai, Balakrishnan Prabhakaran, Thiru Annaswamy

SKMC Student Presentations and Publications

BACKGROUND: Current telemedicine technologies are not fully optimized for conducting physical examinations. The Virtual Remote Tele-Physical Examination (VIRTEPEX) system, a novel proprietary technology platform using a Microsoft Kinect-based augmented reality game system to track motion and estimate force, has the potential to assist with conducting asynchronous, remote musculoskeletal examinations.

OBJECTIVE: This pilot study evaluated the feasibility of the VIRTEPEX system as a supplement to telehealth musculoskeletal strength assessments.

METHODS: In this cross-sectional pilot study, 12 study participants with upper extremity pain and/or weakness underwent strength evaluations for four upper extremity movements using in-person, telehealth, VIRTEPEX, and composite (telehealth plus VIRTEPEX) …

Virtual Checkout™: Streamlining Patient Discharge Through Telehealth Innovation, Tony Fabiano, Md, Judd Hollander, Md

Jefferson Center for Connected Care Posters

Why Virtual Checkout™?

- The new Honickman Center at Jefferson Health was designed to allow for checkout occur in the room, creating a more patient-centered experience

• Approximately 600 Virtual Checkout™ sessions per day

- Virtual Checkout™ (VCO) is an alternative to allow for the patientcentric experience but with a more efficient staffing model

• Remote VCO agents can service patients in multiple clinics at the same time

- Can seamlessly deliver care and checkout experience in patient’s preferred language

• 8.5% of patient visits with non-English primary language (patient seen at Honickman Center

Realizing The Value Of Virtual Care Programs, Tony Fabiano, Md, Judd Hollander, Md, Frank Sites, Rn, Bsn

Jefferson Center for Connected Care Posters

Introduction

• Advancing virtual care requires a realistic conversation that moves past innovation and “coolness” and evaluates the program in the same manner as any other program being introduced into a health system
• The focus must be on value, which takes into account both quality (outcomes) and cost.
• We share four models we have developed, as we are deciding how best to move forward with virtual care

Addressing Barriers To Equitable Telehealth For Older Adults, Bruce Leff, Christine S. Ritchie, Kristin L. Rising, Kendell Cannon, Liane Wardlow

Jefferson Center for Connected Care Faculty Papers

No abstract provided.

Federally Qualified Health Center Patients’ Experiences With Remote Patient Monitoring As Part Of Telehealth Services For Self-Measured Blood Pressure Monitoring, Natalia I Heredia, Maria E Fernandez, Ella R Garza, Jabria Pittman, Fernanda Velasco-Huerta, Tracy L Judd, Jocelyn Hunyadi, Elvis Longanga Diese, Deevakar Rogith, William B Perkison, Susan H Fenton

Faculty, Staff and Student Publications

BACKGROUND: Remote patient monitoring (RPM) for hypertension management has become increasingly popular, demonstrating benefits for both clinics and patients. However, patient engagement in self-measured blood pressure (SMBP) monitoring remains low despite healthcare providers' efforts. This study aimed to assess adherence and acceptance of RPM for SMBP among Texas Federally Qualified Health Center patients.

METHODS: Participants enrolled in the SMBP monitoring program were recruited at three health centers. Data was collected from patient health records, and a questionnaire assessed hypertension self-management, technology acceptance, intentions, and attitudes toward SMBP. Thematic analysis was conducted for open-ended responses that followed each item, and multivariate …

A Proposed Mhealth Intervention To Address Patient Barriers To Colposcopy Attendance: Qualitative Interview Study Of Clinic Staff And Patient Perspectives, Jennifer Hemler, Rachel Wagner, Brittany Sullivan, Myneka Macenat, Erin Tagai, Jazmarie Vega, Enrique Hernandez, Suzanne Miller, Kuang-Yi Wen, Charletta Ayers, Mark Einstein, Shawna Hudson, Racquel Kohler

Department of Medical Oncology Faculty Papers

BACKGROUND: Cervical cancer disparities persist among minoritized women due to infrequent screening and poor follow-up. Structural and psychosocial barriers to following up with colposcopy are problematic for minoritized women. Evidence-based interventions using patient navigation and tailored telephone counseling, including the Tailored Communication for Cervical Cancer Risk (TC3), have modestly improved colposcopy attendance. However, the efficacious TC3 intervention is human resource-intense and could have greater reach if adapted for mobile health, which increases convenience and access to health information.

OBJECTIVE: This study aimed to describe feedback from clinic staff members involved in colposcopy processes and patients referred for colposcopy regarding adaptions …

Evaluating The Effectiveness Of Teledermatology For Undeserved Populations During And Post-Covid-19, Jakob Gibbs, Sean Hanshaw

Theses, Dissertations and Capstones

Introduction: Teledermatology, a subset of telemedicine, has gained prominence as a means to increase access to dermatologic care while reducing costs and improving patient satisfaction. The swift expansion of teledermatology during the COVID-19 pandemic was driven by the necessity to limit physical contact and adapt to public health restrictions. This technological shift aimed to address longstanding disparities in dermatology access, especially in rural and underserved populations, and to respond to the rising demand for dermatologic services amid provider shortages.

Purpose of the Study: The purpose of this study was to analyze the effects that teledermatology following the COVID-19 pandemic had …

Unlocking Healthcare Potential: Telemedicine As A Catalyst For Inclusive And Quality Healthcare In Rural Nigeria, Chijoke Anyaehie

Gulf Coast Division GME Research Day 2025

No abstract provided.

Improving Telehealth Education And Training: A Needs Assessment Of Healthcare Providers And Trainees, Conor Duffy

Theses and Dissertations

Telehealth utilization has increased dramatically since the start of the COVID-19 pandemic. There are many positive impacts of this shift to telehealth, including increasing access to care and reducing patient burden. However, healthcare providers report several consistent challenges that limit their ability to deliver telehealth, such as effective communication, technological difficulties, and difficulty performing physical examinations. To address these concerns, it is necessary to integrate telehealth education and training into healthcare professional training programs and healthcare systems. While many institutions have implemented telehealth education and training since the start of the pandemic, there is little consistency in the content, duration, …

Mobile Health Intervention Tools Promoting Hiv Pre-Exposure Prophylaxis Among Adolescent Girls And Young Women In Sub-Saharan Africa: Scoping Review, Alex Emilio Fischer, Homaira Hanif, Jacob B. Stocks, Aimee E. Rochelle, Karen Dominguez, Eliana Gabriela Armora Langoni, H. Luz Mcnaughton Reyes, Gustavo F. Doncel, Kathryn E. Muessig

Department of Obstetrics & Gynecology Faculty Publications

Background:

In 2022, 3100 adolescent girls and young women in sub-Saharan Africa experienced new HIV infections each week. HIV pre-exposure prophylaxis (PrEP) is effective at preventing HIV but has limited uptake and persistence. Mobile health (mHealth) interventions can improve medication adherence; however, their utility to improve PrEP adherence among adolescent girls and young women is not well established.

Objective:

This scoping review synthesizes evidence supporting mHealth for PrEP among adolescent girls and young women in sub-Saharan Africa and identifies strategies for further evaluation.

Methods:

We searched PubMed and Google Scholar databases, expert referrals, and reference lists using the following eligibility …

J Mich Dent Assoc January 2025

The Journal of the Michigan Dental Association

Each month, the Journal of the Michigan Dental Association provides news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. It is the primary publication reaching Michigan dentists. The January issue sets the tone for February, the observance of Children’s Dental Health Month.

Michigan Academy of Pediatric Dentistry President Jessica Bentoski welcomes readers to this special issue, which features a cover feature on “Approaches to Care for Children with Special Needs in Dental Settings: Desensitization and Teledentistry” and a supporting article on “General Dentists’ Education, Knowledge, Attitudes, and Behavior Concerning the Effects …

A Happy Medium?: Using Image Generators To Explore Solution-Focused Art Therapy’S Miracle Question, Daniel A. Hernried

Art Therapy | Master's Theses

This mixed methods, randomized, single-session study tested whether integrating text-to-image generations into Solution-Focused Brief Art Therapy alters therapeutic rapport and short-term outcomes relative to traditional artmaking materials. Participants were assigned by coin flip to create using either a text-to-image generator or convention media (23 per group), completing immediate and three-day follow-ups. Alliance was measured using DREAM (Dimensions of Regard, Empathy, and Authenticity Metric), and problems were rated pre/post; groups did not differ significantly on DREAM total or facets, and both modalities produced reliable pre-to-post reductions in problem severity. At the same time, process differences were pronounced: the AI condition showed …

A Spine-Specific Lexicon For The Sentiment Analysis Of Interviews With Adult Spinal Deformity Patients Correlate With Sf-36, Sf-36, And Odi Scores: A Pilot Study Of 25 Patients, Ross Gore, Michael M. Safaee, Christopher J. Lynch, Christopher P. Ames

VMASC Publications

Classic health-related quality of life (HRQOL) metrics are cumbersome, time-intensive, and subject to biases based on the patient’s native language, educational level, and cultural values. Natural language processing (NLP) converts text into quantitative metrics. Sentiment analysis enables subject matter experts to construct domain-specific lexicons that assign a value of either negative (−1) or positive (1) to certain words. The growth of telehealth provides opportunities to apply sentiment analysis to transcripts of adult spinal deformity patients’ visits to derive a novel and less biased HRQOL metric. In this study, we demonstrate the feasibility of constructing a spine-specific lexicon for sentiment analysis …