Health Information Technology Commons^™

Precision Dentistry In Practice, Diana V. Macri

Publications and Research

A paradigm shift is necessary to improve healthcare delivery and outcomes. Precision medicine and precision dentistry may be able to shift the burden of disease and improve the nation’s oral and overall health.

Michigan Plan For Appropriate Tailored Healthcare In Pregnancy Prenatal Care Recommendations: A Practical Guide For Maternity Care Clinicians, Alex Friedman Peahl, Mark Turrentine, Wanda Barfield, Sean C Blackwell, Christopher M Zahn

Faculty, Staff and Student Publications

Prenatal care is an important preventive service designed to improve the health of pregnant patients and their infants. Prenatal care delivery recommendations have remained unchanged since 1930, when the 12-14 in-person visit schedule was first established to detect preeclampsia. In 2020, the American College of Obstetricians and Gynecologists, in collaboration with the University of Michigan, convened a panel of maternity care experts to determine new prenatal care delivery recommendations. The panel recognized the need to include emerging evidence and experience, including significant changes in prenatal care delivery during the COVID-19 pandemic, pre-existing knowledge of the importance of individualized care plans, …

Medical Training In Home Care Medicine: The Time Is Now, Rachel K Miller, Melissa D Morgan-Gouveia, Linda V Decherrie

Faculty, Staff and Student Publications

No abstract provided.

Telerounding: A Scoping Review And Implications For Future Healthcare Practice, Natasha N Ludwig, Amanda E Child, Dasal Tenzin Jashar, Allison J Mostow, Ericka L Wodka

Faculty, Staff and Student Publications

A diagnosis of autism spectrum disorder (ASD) provides access to interventions that are important for fostering development and improving quality of life. Thus, the timeliness of a diagnosis should not be limited by social-distancing limitations whenever possible. Despite this, clear guidance for transitioning autism diagnostic services to a telehealth model of care in the era of the COVID-19 pandemic is lacking. At our Institute, we have adapted our approach to ASD evaluation to promote continued access to evaluation services during this unprecedented time. The purpose of this case series is to provide examples of three different approaches to ASD differential …

Physician Assistant Global Advancement Through The Use Of Medical Relief Organizations, Kara Crafts Pa-C, Sarah Mistrot Pa-C, Mary Henningsgaard Pa-C, Kaley Morris Pa-C, Tamarrah Oliver Pa-C, Kevin Tran Pa-C, Trevor Crafts Md

Journal of Nursing & Interprofessional Leadership in Quality & Safety

Objectives: The physician assistant (PA) model has been adopted by many nations to alleviate health care disparities. The objective of the project is to understand how medical relief organizations are utilizing physician assistants and contributing to the advancement of the career globally.

Methods: A search was conducted to create a list of all U.S. based medical relief organizations. An 18-question online survey was sent to 493 organizations that met inclusion criteria.

Results: Total response rate of the survey was 56.2%. 75.6% of organizations reported using PAs on their medical relief projects, and PAs were used in clinic/hospital/and operative settings.

Conclusions: …

Whole Slide Image Data Utilization Informed By Digital Diagnosis Patterns, Kimberly Ashman, Huimin Zhuge, Erin Shanley, Sharon Fox, Shams Halat, Andrew Sholl, Brian Summa, J. Quincy Brown

School of Medicine Faculty Publications

Context: Despite the benefits of digital pathology, data storage and management of digital whole slide images introduces new logistical and infrastructure challenges to traditionally analog pathology labs. Aims: Our goal was to analyze pathologist slide diagnosis patterns to determine the minimum number of pixels required during the diagnosis. Methods: We developed a method of using pathologist viewing patterns to vary digital image resolution across virtual slides, which we call variable resolution images. An additional pathologist reviewed the variable resolution images to determine if diagnoses could still be rendered. Results: Across all slides, the pathologists rarely zoomed in to the full …

Treating Cytokine Storm In Patients With Covid-19, Ahmed Abdelhaleem, Deekshitha Turaka, Shameera Shaik Masthan, Steven B Lippmann

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Experience Of Telemedicine In Gastroenterology Out-Patient Practice During The Covid-19 Pandemic: Experiences From A Tertiary-Care Hospital In A Developing Country, Anjiya Shaikh, Maria Khan, Faisal Wasim Ismail

Department of Medicine

Objective: Telemedicine is being widely implemented in the COVID-19 pandemic to avoid infection risk. However, its effectiveness has not been evaluated, especially in developing countries, where it is invaluable for healthcare access. This study assesses physicians' and patients' perspectives of the usefulness and challenges of telemedicine in the gastroenterology department to identify its pitfalls.
Methods: A cross-sectional telephonic survey was conducted on patients presenting to the gastroenterology department at a tertiary care hospital in Pakistan. An online survey was sent to physicians in the department.
Results: A total of 160 patients participated, with a mean age 49.8 years, and 42.8% …

Perspectives On Telemedicine From A National Study Of Youth In The United States, Margaret Wasvary

Medical Student Research Symposium

Introduction: Telemedicine is increasingly popular with the recent surge in use due to the COVID-19 pandemic. Despite youth status as "tech natives," limited data are available on their perspectives on telemedicine. Our study seeks to understand youth telemedicine knowledge, prior experiences, preferences for use, and the impact of COVID-19 on these perspectives. Methods: Participants in MyVoice, a national text message cohort of U.S. youth age 14-24, were sent five open-ended questions in October 2019 and October 2020. A codebook was iteratively developed by using inductive analysis. Responses were independently coded by two investigators, with discrepancies resolved by discussion or a …

The Short-Term Effects Of Fine Airborne Particulate Matter And Climate On Covid-19 Disease Dynamics, El Hussain Shamsa, Kezhong Zhang

Medical Student Research Symposium

Background: Despite more than 60% of the United States population being fully vaccinated, COVID-19 cases continue to spike in a temporal pattern. These patterns in COVID-19 incidence and mortality may be linked to short-term changes in environmental factors.

Methods: Nationwide, county-wise measurements for COVID-19 cases and deaths, fine-airborne particulate matter (PM_2.5), and maximum temperature were obtained from March 20, 2020 to March 20, 2021. Multivariate Linear Regression was used to analyze the association between environmental factors and COVID-19 incidence and mortality rates in each season. Negative Binomial Regression was used to analyze daily fluctuations of COVID-19 cases …

Understanding The Efficacy Of Telehealth In Pediatric Occupational Therapy, Katheren Bettermann

University Honors Theses

In response to the COVID-19 pandemic, the American Occupational Therapy Association (AOTA) expanded telehealth, an electronic health care service, to virtually treat patients. Many occupational therapy and public health scholars are researching the effectiveness of telehealth for all age groups or for adults only. The purpose of this study is to understand the efficacy of telehealth as a pediatric occupational therapy modality and expose variables effecting treatment quality.

I created a survey in Qualtrics, a web-based software. The target population was pediatric occupational therapists (OTs) licensed in Oregon. Qualitative and quantitative questions addressed respondent qualifications, telehealth and pediatric occupational therapy …

Patient Portal Use And Patient Education Materials Access Among Mississippi Adult Residents, Anna K. Swann

Dissertations

Patient education plays a vital role in improving the health outcomes of patients with chronic diseases and helps prevent illness in otherwise healthy individuals. Patient portals allow patients to access their EHRs, communicate with their healthcare providers, and access patient education materials. Despite the potential for patient portals and education materials to improve health outcomes, many barriers prevent patients from utilizing them. Uneducated patients are more likely to participate in risky health behaviors, which leads to poor health outcomes. Poor health outcomes lead to higher medical costs. Mississippi has a high rate of chronic diseases. Suppose the barriers to patient …

Mobile Health Applications For Postpartum Depression Management: A Theory-Informed Analysis Of Change-Use-Engagement (Cue) Criteria In The Digital Environment, Alexandra Zingg, Laura Carter, Deevakar Rogith, Sudhakar Selvaraj, Amy Franklin, Sahiti Myneni

Faculty, Staff and Student Publications

Postpartum Depression (PPD) is the most common childbirth complication, with approximately 15% of postpartum women experiencing depression symptoms. Mobile applications have potential to expand delivery of mental health interventions. However, our understanding of how these tools engage women with PPD and facilitate positive behavioral changes is limited. In our paper, we analyze 15 commercial PPD applications to understand their role as facilitators of change, engagement, and sustained use. Applications reviewed contained an average of four theory-based behavioral change techniques, and highest patient engagement level reached was to empower patients through patient-generated data. Heuristic violations were identified in areas including user …

Leveraging Context Patterns For Medical Entity Classification, Garrett Johnston

Computer Science Senior Theses

The ability of patients to understand health-related text is important for optimal health outcomes. A system that can automatically annotate medical entities could help patients better understand health-related text. Such a system would also accelerate manual data annotation for this low-resource domain as well as assist in down- stream medical NLP tasks such as finding textual similarity, identifying conflicting medical advice, and aspect-based sentiment analysis. In this work, we investigate a state-of-the-art entity set expansion model, BootstrapNet, for the task of medical entity classification on a new dataset of medical advice text. We also propose EP SBERT, a simple model …

Linking Online Vaccine Information Seeking To Vaccination Intention In The Context Of The Covid-19 Pandemic, Han Zheng, Shaohai Jiang, Sonny Rosenthal

Research Collection College of Integrative Studies

This study examines how online vaccine information seeking is related to vaccination intention in the United States and China during the initial stage of their coronavirus disease 2019 vaccination programs. Analysis of the pooled sample showed a positive relationship between online vaccine information seeking and vaccination intention. There was also a negative indirect effect via perceived information overload, vaccine risk perception, and negative affective response. Multigroup analysis revealed differences between the United States and China. This study highlights the bright and dark sides of online health information during a global pandemic and has practical implications for communication campaigns to promote …

Patient Efficacy In Telehealth Is Moderated By Distress Among Patients With Cancer: A Cross-Sectional Survey Study, Joseph Mccollom Do, Rachel Pfafman, Michelle Drouin, Mindy Flanagan, Tammy Toscos Phd

PCI Publications and Projects

Low emotional distress and high confidence with tech impacts cancer patients’ choice of in person or telehealth visits.

Codem: Conditional Domain Embeddings For Scalable Human Activity Recognition, Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra

Research Collection School Of Computing and Information Systems

We explore the effect of auxiliary labels in improving the classification accuracy of wearable sensor-based human activity recognition (HAR) systems, which are primarily trained with the supervision of the activity labels (e.g. running, walking, jumping). Supplemental meta-data are often available during the data collection process such as body positions of the wearable sensors, subjects' demographic information (e.g. gender, age), and the type of wearable used (e.g. smartphone, smart-watch). This information, while not directly related to the activity classification task, can nonetheless provide auxiliary supervision and has the potential to significantly improve the HAR accuracy by providing extra guidance on how …

Rhythmedge: Enabling Contactless Heart Rate Estimation On The Edge, Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra

Research Collection School Of Computing and Information Systems

The primary contribution of this paper is designing and prototyping a real-time edge computing system, RhythmEdge, that is capable of detecting changes in blood volume from facial videos (Remote Photoplethysmography; rPPG), enabling cardio-vascular health assessment instantly. The benefits of RhythmEdge include non-invasive measurement of cardiovascular activity, real-time system operation, inexpensive sensing components, and computing. RhythmEdge captures a short video of the skin using a camera and extracts rPPG features to estimate the Photoplethysmography (PPG) signal using a multi-task learning framework while offloading the edge computation. In addition, we intelligently apply a transfer learning approach to the multi-task learning framework to …

Frequency Of Use And Preferences For Information And Communication Technologies In Patients With Sleep Apnea: A Multicenter, Multinational, Observational Cross-Sectional Survey Study, Veronica R. Jaritos, Emanuel Vanegas, Juan Facundo Nogueira, Sebastian Leiva Agüero, Vanina Giovini, Jorge Rey De Castro, Yadira Rodríguez Reyes, José Luis Carrillo Alduenda, Pammela Torres Gittaim, Zaira Romero, Azza Sarfraz

Department of Paediatrics and Child Health

Background: Obstructive sleep apnea (OSA) is a condition characterized by repeated episodes of partial or complete obstruction of the upper airway during sleep. An accessible method to facilitate self-management education is through information and communication technologies (ICTs).
Purpose: To assess the frequency of and preferences for ICT use in patients with sleep apnea.
Methods: A multicenter, multinational, observational cross-sectional survey study was conducted between 2018 and 2019 in sleep units in different countries of Latin America, including patients of both genders older than 18 years with a diagnosis of sleep apnea. Participants were asked to complete 20 questions in a …

Emerging Trends In Healthcare Driven By The Covid-19 Pandemic: A Review From Health Informatics Perspective., Venugopal Mudgundi, Bhargav Desai, Farhad Nasar

Advances in Clinical Medical Research and Healthcare Delivery

The COVID-19 pandemic is the first of its kind to hit the world in the modern information age. People working in healthcare across the globe have harnessed technological advances and modern digital tools in innovative new ways. This has brought specific, more recent trends in healthcare delivery to the forefront. In this review, we present a collection of articles that highlight some of the emerging trends in healthcare driven by the COVID-19 pandemic and that have the potential to transform healthcare in the coming decades. We provide a brief commentary on the opportunities and challenges for each trend.