Telemedicine Commons^™

From Dissertation To Deployment: A Unified Software Platform Operationalizing Clinical-Prediction And Sequential-Security Ai For Healthcare, Olsi Shehu, Damiana Teliti, Jasmin Kevrić, Bekir Karlik

Communications of the IIMA

Advances in machine learning for healthcare are abundant, yet most validated models remain confined to research notebooks and never reach secure, usable clinical software. This paper addresses that deployment gap by presenting a unified, security-hardened software platform that operationalizes two complementary streams of doctoral research inside a single, role-based hospital information system. The first stream contributes a clinical-prediction capability: an ultra-hybrid ensemble that couples a quantum-inspired feature transformation, particle-swarm feature selection, and calibrated soft voting for cancer-outcome prediction (96.41% accuracy, AUC-ROC 0.983 on TCGA-BRCA), survival stratification, multi-cancer generalization, and pharmacogenomic drug-response classification (89.31% mean accuracy across 25 compounds). The second …

Tele-Psychiatry Adoption And Its Effect On Rural Mental Health Service Availability, Anna Heineman, Kaylee Canterbury, Taylor Carpenter

Theses, Dissertations and Capstones

Purpose of study: This study examined the association between tele-psychiatry implementation and mental health service availability in rural healthcare settings. The analysis compared tele-psychiatry to traditional in-person psychiatric care among rural populations, focusing on access and utilization outcomes, including time to first psychiatric appointment, number of completed visits, and appointment no-show rates.

Methods: A qualitative literature review following a systematic approach was conducted using peer-reviewed articles published between 2016-2026. Databases included PubMed, ProQuest Health, CINAHL, Journal of Medical Internet Research, and the National Library of Medicine, with Google Scholar used as a supplemental source. The review followed PRISMA …

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.

A New Member Benefit: The Talk Space Go App, Lisa Knowles Dds

The Journal of the Michigan Dental Association

This article introduces TalkSpace Go, a new ADA member benefit providing mental health support for dentists. Dr. Lisa Knowles explains how the app offers private access to therapists, courses, and workshops to help manage professional stress and prevent burnout. The piece highlights that 82% of dentists experience clinical burnout symptoms and emphasizes the importance of prioritizing mental well-being. Knowles describes her personal experience with burnout and using the app alongside the ADA's Well-Being Index assessment tool. The article includes instructions for accessing both resources, which are free for ADA/MDA members.

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 …

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 …

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 …

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 …

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 …

Central Tracking And Billing System For Insurance Bills, Kehinde Alabi

Harrisburg University Dissertations and Theses

In this article, we introduce a new centralized billing platform designed for insurance bills including auto insurance, health insurance, home insurance, life insurance, etc. This system consolidates all bills for individual users eliminating the need for them to manage and pay bills separately. Users stand to benefit from significant time and effort savings each month, reducing the likelihood of missed payments and associated late fees. Insurance billing organizations and banks can also capitalize on timely payments and reduced physical mailings, leading to cost savings and environmental benefits. The proposed system offers users the ability to track and review their historical …

Washington’S Ride Program: A Model Providing Rural Practitioners, Mary K. Smith Dds, Mba

The Journal of the Michigan Dental Association

The University of Washington School of Dentistry Regional Initiatives in Dental Education (RIDE) program is an award-winning dental education model that trains dentists to practice in rural and underserved areas. Its first cohort of students graduated in 2012. To date, there have been 96 graduates. More than 80% of RIDE graduates in practice are in rural and underserved areas, including those seeking specialty training. RIDE is successful because it collaborates with multiple universities, community health centers, local dental associations, and community leaders in the area where the students are located.

Advocacy Spotlight: 2024 Regulatory Reminders, Neema Katibai Jd

The Journal of the Michigan Dental Association

The Advocacy Spotlight column delves into critical regulatory reminders for dentists in 2024, emphasizing compliance challenges and potential disruptions to practice. Key areas covered include licensing, amalgam separator renewal, electronic prescribing, and Beneficial Ownership Information reporting. The article stresses the importance of staying informed about evolving regulations to ensure seamless practice operations.

The Impact Of Telestroke Services On Diagnosis, Patient Outcomes, And Treatment, Dustin Baum

Theses, Dissertations and Capstones

Introduction: In 2011, an estimated 20% of U.S. residents lacked timely access to stroke care. As of 2019, that number plummeted to 4% of patients. A reason for this improved access was the implementation of telestroke services. Telestroke services have utilized remote stroke specialists to help guide local emergency department physicians in reviewing imaging, diagnosing, treating, or transferring patients appropriately.

Purpose: The purpose of this research was to analyze the impact of telestroke implementation in the hospital setting. The study hypothesized the implementation of telestroke services in the hospital setting maintained an accurate stroke diagnosis, decreased inappropriate hospital transfers, reduced …

Advocacy Spotlight: Telehealth Regulations For Dentistry Established, Neema Katibai Jd

The Journal of the Michigan Dental Association

The article discusses the rise of telehealth in the last three years and its implications for dentistry, focusing on recent rulemaking by the Michigan Board of Dentistry. The regulations address key aspects such as definitions, informed consent, scope of practice, and prescribing medications. Dentists must comply with HIPAA and state/federal privacy regulations when using telehealth. Notably, the rules restrict teledentistry delegation to allied personnel after an in-person visit within 24 months. The article emphasizes the importance of understanding and following these regulations for legal telehealth use, reimbursement, and malpractice coverage. The Michigan Dental Association advocates for sensible teledentistry laws to …

Creating The New Normal: A Historical Approach To Understanding Marketing Agility And Its Implications Across Business, Healthcare, And Social Welfare In A Post Pandemic World, Elan Burton, Delancy Bennett, Linda Burton

Atlantic Marketing Journal

The purpose of this article is to expand our understanding of how marketing agility shapes business, healthcare, and social welfare policy and societal responses to global pandemics. We set the stage for this discussion by presenting an historical exemplar case of marketing agility during the 1918 Influenza pandemic in the US. Next, we outline a necessary conceptual revision and update to previous treatments of marketing agility relative to historical pandemics considering the recent COVID-19 pandemic. Our novel conceptualization focuses on a firm’s (business, healthcare, social welfare) prompt response to dynamic and turbulent circumstances beyond the control of the firm (Araújo …

J Mich Dent Assoc January 2024

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

The January issue sets the foundation for Children’s Dental Health Month in February, the reader will find the following original content:

• A cover commentary on Pediatric Dentistry
• A feature article on “Silver Diamine Fluoride as a Caries Management Option for the Young Child”.
• A feature on “Considerations Concerning Obesity-Related Education for Parents of Young Children”.
• Professional advice commentary on “Staying Focused on a Moving Target: Coping …

Medical Tourism & Communication, Alicia Mason

Faculty Submissions

Medical tourism (MT), sometimes referred to as health tourism or medical travel, involves both the treatment of illness and the facilitation of wellness, with travel. Medical tourism is a multifaceted and multiphase process involving many agents and actors that requires careful planning and execution. The coordinated process involves the biomedical, transportation, tourism, and leisure industries. From the communication perspective, the process can be viewed as a 5-stage model consisting of the: (a) orientation, (b) preparation, (c) experiential and treatment, (d) convalescence, and (e) reflection phases. Medical tourism is uniquely situated in a nexus of academic literature related to communication, business …

Mda Advocacy Report: 2023 To Date, And What’S Next, Jason Mashni Dds

The Journal of the Michigan Dental Association

This article is a recap of MDA legislative advocacy accomplishments and what is on the horizon for the remainder of 2023, written by the chair of the MDA Committee on Governmental and Insurance Affairs.

How Technology May Be Used For Future Disease Predictions, Rich P. Manprisio

Journal of Applied Disciplines

Exasperated by the ongoing global pandemic, the healthcare system is grappling with the formidable challenges posed by proper and effective disease treatments. Nevertheless, amidst these growing difficulties, the healthcare field has witnessed significant technological advancements, offering promising avenues for disease prediction. Notably, a positive correlation exists between the utilization of technologies and their potential to serve as valuable tools for disease prediction. As our reliance on technological sophistication continues progressing, current research highlights numerous viable options to augment the healthcare sector. This review explores the current state of utilizing technologies and their potential to enhance healthcare, shedding light on their …

A Systematic Literature Review Of Ransomware Attacks In Healthcare, Jasler Klien Adlaon

Electronic Theses, Projects, and Dissertations

This culminating experience project conducted a Systematic Literature Review of ransomware in the healthcare industry. Due to COVID-19, there has been an increase in ransomware attacks that took healthcare by surprise. Although ransomware is a common attack, the current healthcare infrastructure and security mechanisms could not suppress these attacks. This project identifies peer-viewed literature to answer these research questions: “What current ransomware attacks are used in healthcare systems? “What ransomware attacks are likely to appear in the future?” and “What solutions or methods have been used to prepare, prevent, and recover from these attacks?” The purpose of this research is …

Disparities In Mental Health Technology Among African Americans: Breaking Cultural Inclusion Barriers, Nyoki Cosey-Brown

DSW Capstone Projects

Mental health technology is a healthcare delivery model of the future. The engagement in virtual healthcare was intensified when traditional healthcare methods were inaccessible during the federal restrictions implemented due to the COVID-19 pandemic. Utilizing digital apparatuses for healthcare improved the convenience, efficiency, and accessibility of various mental health services that were inoperable in past healthcare models. However, the historical constructs of stigma, discrimination, inequity, exclusion, and structural racism in mental healthcare were prevalent problems that remained present in virtual mental health platforms concerning the experiences of African-American patients and professionals who utilized the spaces.

This research explored mental health …

Advocacy Spotlight: Mda’S Legislative Priorities For 2023, Neema Katibai Jd

The Journal of the Michigan Dental Association

This article outlines the Michigan Dental Association's (MDA) legislative priorities for the year 2023. The MDA focuses on various key issues, including dental loss ratio, network leasing transparency, teledentistry policy, the state budget's impact on dental services, increasing the dental workforce, and addressing student debt relief. These priorities aim to advocate for the dental profession, enhance patient care, and ensure the dental community's well-being.

A Survey Study Of Speech-Language Therapists’ Experiences With Teletherapy At The Onset Of The Covid-19 Crisis, Jason A. Rosas

Dissertations, Theses, and Capstone Projects

The present study aimed to understand how delivering pediatric treatment services via ‘teletherapy’ affected speech-language therapists (SLTs) during the initial outbreak of the COVID-19 pandemic crisis in 2020. SLTs reported on their experiences with the change from in-person to remote service delivery via two national surveys distributed at the start of the pandemic between April 2020 and July 2020. To explain SLTs’ survey responses, this dissertation introduced the Professional Adaptation Model (PA Model). The PA Model facilitated evaluation of the SLTs’ professional environment and the psychological constructs of their professional identity believed to influence the transition to speech-language teletherapy. Specifically, …

Tele-Icu In The Unites States: Is A Cost-Effective Model?, Michael Robie, Stephanie Cole, Archana Suwal, Alberto Coustasse

Management Faculty Research

Introduction: The United States Society of Critical Care Medicine has announced a shortage of all critical care intensivists due to the increased need for critical care for the aging population with comorbidities and improved life expectancy. This shortage has led to tele-ICU programs that have allowed intensivists to care for patients simultaneously remotely.

Methods: This study aimed to assess the potential for the hospital implementation of tele-ICU to determine its overall healthcare cost-effectiveness. The methodology was a review that followed a systematic search approach utilizing 42 sources.

Results: The study findings showed that tele-ICU contributed to reduced hospital LOS by …

Advocacy Spotlight: Ada Lobbyist Conference Highlights Critical Advocacy Issues, Neema Katibai Jd

The Journal of the Michigan Dental Association

The ADA Lobbyist Conference highlighted crucial issues in dentistry, including Medicare reform, teledentistry, workforce concerns, and insurance challenges. State dental associations collaborated on building advocacy partnerships and shared successful grassroots engagement strategies. Medicare reform discussions focused on the ADA's opposition to Plan B inclusion and the impact of constituent outreach. State associations addressed Medicaid reform, emphasizing personal stories to convey the need for change. Teledentistry legislation and insurance company relationships were also key topics. The insights gained will shape the MDA's advocacy strategy for 2022.

Covid‑19, Race/Ethnicity, And Age: The Role Of Telemedicine To Close The Gaps On Health Disparities, Andreas Kakolyris, Juan J. Delacruz, Christos I. Giannikos

Publications and Research

The novel COVID-19 outbreak is a major public health challenge that quickly turned into an economic recession of great proportions. This pandemic poses a trade-off between health and the economy where social distancing, quarantines, and isolation shut down demand and supply chains across the USA. This paper analyzes the impact of COVID-19 on illness and death among older adults and communities of color with low socioeconomic status in New York City. To achieve this goal, fractional logit models are used to capture changes in the novel virus’ morbidity and mortality rates at the neighborhood level. Median income, race/ethnicity, age, household …

Assessing Telemedicine Outcomes With Hospitality Principles, Wei Wei, Yunying (Susan) Zhong

Rosen Research Review

Hospitality as a concept has relevance across many industries of service provision, including the health care sector. The COVID-19 pandemic has had a major impact on the way in which patients access health care from their service providers. In this study, Dr. Wei Wei and Dr. Yun Ying (Susan) Zhong build a predictive model outlining the most important factors in enabling patients to experience positive emotional outcomes during telemedicine encounters.

Managing The Unseen: Pandemic Prophylactics, Placebos & Panaciea, Nancy K. Lankton, Avinandan Mukherjee

Accounting Faculty Research

Introduction: The World Health Organization declared COVID-19 as a pandemic on March 11, 2020, when the disease had spread to 114 countries, infecting more than 118,000 people and killing almost 4,300.¹ As of mid-February 2021, over 109 million people worldwide had been infected with the virus and over 2.4 million people had died. COVID-19 is a pandemic of epic proportions that has changed the way we live, work, and do business.

This call for papers solicited manuscripts describing and analyzing the intersection of management, COVID-19, and the workplace. The goal was to create a special issue that would inform …

J Mich Dent Assoc March 2021

The Journal of the Michigan Dental Association

Every month, The Journal of the Michigan Dental Association brings news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. No publication reaches more Michigan dentists!

In this issue, the reader will find the following original content:

• A cover story, “Vaccination by Dentists: Integrating Vaccination into Dental Practice”.
• A feature article on “Creating Opportunities for HPV Awareness and Prevention in Dental Health Care Settings”.
• The feature article, “MDA Legislative Advocacy 2021: What We’ve Done and What’s to Come”.
• “How COVID-19 Has Impacted Michigan Dentists”, a feature article.
• News you need, Editorial and …

Telepsychiatry Use In Rural Areas In The United States: A Literature Review Of The Benefits, Alberto Coustasse, Morgan Ruley, Tonnie C. Mike, Briana M. Washington, Anna Robinson

Management Faculty Research

Rural areas have experienced a higher than average shortage of healthcare professionals. Numerous challenges have limited access to mental health services. Some of these barriers have included transportation, number of providers, poverty, and lack of insurance. Recently, the utilization of telepsychiatry has increased in rural areas. The purpose of this review was to identify and coalesce the benefits of telepsychiatry for adults living in rural communities in the United States to determine if telepsychiatry has improved access and quality of care. The methodology for this study was a literature review that followed a systematic approach. References and sources were written …