Medicine and Health Sciences Commons^™

The Effectiveness Of Facebook As A Social Network Intervention To Increase Physical Activity In Chinese Young Adults, Patrick W.C. Lau, J. J. Wang, Lynda B. Ransdell, Lei Shi

Kinesiology Faculty Publications and Presentations

Introduction: Facebook, one of the worlds' most popular online social networks, is easy to access and cost-effective. Its use to enhance individual's physical activity (PA) participation should be examined. This research reviews the effectiveness and successful features of Facebook for influencing PA behaviors in young adults (Study 1), and empirically examines the efficacy of the features purported in increase PA via a Facebook intervention (Study 2).

Methods: In Study 1, PubMed, Medline, SPORT Discus, ERIC, and Embase were searched for articles that identified successful features and effectiveness of Facebook PA interventions published between January 2005 and February 2022. In Study …

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.

China’S Internet Health Marketplace, Singapore Management University

Perspectives@SMU

Beijing wants to leverage the e-commerce sector’s expertise to address overcrowded hospitals and long waiting times

Enabling Ai And Robotic Coaches For Physical Rehabilitation Therapy: Iterative Design And Evaluation With Therapists And Post-Stroke Survivors, Min Hun Lee, Asim Smailagic, Alexandre Bernardino, Sergi Bermúdez I Badia

Research Collection School Of Computing and Information Systems

Artificial intelligence (AI) and robotic coaches promise the improved engagement of patients on rehabilitation exercises through social interaction. While previous work explored the potential of automatically monitoring exercises for AI and robotic coaches, the deployment of these systems remains a challenge. Previous work described the lack of involving stakeholders to design such functionalities as one of the major causes. In this paper, we present our efforts on eliciting the detailed design specifications on how AI and robotic coaches could interact with and guide patient’s exercises in an effective and acceptable way with four therapists and five post-stroke survivors. Through iterative …

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 …

Effect Of Using The Snackability Smartphone Application To Improve The Quality Of Snack Intake, General Diet Quality, And Weight Among College Students, Lukkamol Prapkree

FIU Electronic Theses and Dissertations

College is a challenging period to make healthy food and snack choices and this could lead to poor diet quality and weight gain in the future. The Snackability application (app) was developed using the Social Cognitive Theory for behavior change to help students choose healthy snacks based on the USDA guidelines. The objective of this study was to determine whether the app improved snack, diet quality, and body weight in overweight and obese college students within a two-arm, 12-week randomized controlled trial (RCT). A total of 139 participants completed all baseline measures and were randomized into the control or app …

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 …

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.

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 …

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 …

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 …

"It's A Mess Sometimes": Patient Perspectives On Provider Responses To Healthcare Costs, And How Informatics Interventions Can Help Support Cost-Sensitive Care Decisions., Olivia K Richards, Bradley E Iott, Tammy Toscos, Jessica Pater, Shauna Wagner, Tiffany C Veinot

Health Services and Informatics Research

OBJECTIVE: We investigated patient experiences with medication- and test-related cost conversations with healthcare providers to identify their preferences for future informatics tools to facilitate cost-sensitive care decisions.

MATERIALS AND METHODS: We conducted 18 semistructured interviews with diverse patients (ages 24-81) in a Midwestern health system in the United States. We identified themes through 2 rounds of qualitative coding.

RESULTS: Patients believed their providers could help reduce medication-related costs but did not see how providers could influence test-related costs. Patients viewed cost conversations about medications as beneficial when providers could adjust medical recommendations or provide resources. However, cost conversations did not …

Evaluation Of Selected Computer Software For Concussion Recovery And Diagnosis, J.P. Jensen

Honors Theses

Acquired traumatic brain injuries, such as concussions, impact many athletes participating in sports, particularly at the high school, collegiate, and professional levels. The risks posed by concussions – particularly when an athlete suffers repeated injuries – demands that protocols and tools be developed to maximize athlete health and safety. Computer technology can perform critical roles in the analysis and management of concussions. While specialized devices in the areas of imaging and impact sensing, are most associated with concussion management, researchers within the last two decades have increasingly explored the incorporation of various consumer technologies into the identification and treatment of …

Effect Of Implementing Admission History Optimization On Perceived Nurse Documentation Burden, Chelsea Smith Hardin, Mary Johnson

Graduate Publications and Other Selected Works - Doctor of Nursing Practice (DNP)

Abstract

Electronic health records (EHR) and computer-based documentation is a powerful tool which has been adopted extensively in the last twenty years. The effect of EHR integration on staff has not been well studied, especially among nurses.

Purpose

The purpose is to investigate how optimization of nursing documentation effects the burden of documentation on nurses.

Methods

This project evaluated the admission history documentation at a community hospital that used essential data sets (EDS) to optimize the documentation process for nursing. To evaluate the documentation burden, the Burden of Documentation for Nurses and Midwives (BurDoNsaM) survey will be used before implementation …

Disruption Of Library Services Due To Hospital Cyberattack: A Case Study, Alice Stokes

University Libraries Faculty and Staff Publications

Cyberattacks on healthcare organizations increased dramatically in 2020 and 2021. The University of Vermont Medical Center suffered an attack in October 2020, during the second wave of the COVID-19 pandemic. The disruption to hospital computer systems had wide ranging impacts, including loss of online access to the medical library for nearly three months. Library staff worked to reduce impacts and increase access for hospital employees until full access was restored. This case study offers lessons learned and resources for health sciences libraries planning for a potential cyberattack.

Dnp Final Report: Skilled Nursing Facility Readmissions: An Evidence-Based Telemedicine Innovation Project, Debra B. Graham

DNP Final Reports

Background: Nationally, 20% of patient readmissions occur within the first 48 hours after arrival to a skilled nurse facility (SNF), and 40-68% of these readmissions are potentially avoidable. Since 2016, the Centers for Medicare and Medicaid penalized SNFs when their return to hospital (RTH) percentages was above national benchmarks. The four SNFs in this project experienced rising transfer rates and diminished RTH percentages since 2017, despite using in-house providers Monday through Friday. Furthermore, there was no provision to address patients’ changes in conditions after hours.

Purpose: This evidence-based practice (EBP) project aimed to standardize the care provided to …

Integrating Pharmacists In Hfref Outpatient Care To Improve Use Of Guideline-Directed Medical Therapy, Roy Robertson Md, Mindy Flanagan Phd, Kris Howard Pharmd, Elizabeth Meisberger Pharmd, Emily Keltner Bs, Ma, Lovekirat Singh Ms, Carly Daley Phd, Shauna Wagner Bsn, Rn, Tammy Toscos Phd, Michael Mirro Md, Facc, Fhrs, Faha

Health Services and Informatics Research

Background: Guideline directed medical therapy (GDMT) is the cornerstone of reducing mortality and morbidity in patients with heart failure with reduced ejection fraction (HFrEF); however, uniform prescribing remains low. There is potential for multidisciplinary care teams, including pharmacists, to improve GDMT use in outpatient care for patients with HFrEF. Investigation is needed to understand the impact of pharmacists in outpatient HFrEF care on GDMT prescribing.

Objectives: To examine the impact of integrating a pharmacist into an outpatient cardiology setting on GDMT prescription rates during HFrEF-related clinic visits.

Methods: This retrospective chart review study examined cardiology clinic visits (HF clinic, “general …

The Use Of Telemedicine In Primary Care To Improve Medication Adherence: Quality Improvement Project, Chadae S. Haffenden-Morrison

DNP Projects

Introduction: Lack of medication adherence, a major issue in healthcare, can be costly to the healthcare system and result in poor patient outcomes. Wong et al. (2020) noted that enhanced involvement with health care professionals using the Telemedicine platform can improve a patient’s medication adherence as well as decrease the use of emergency services and hospitalizations. Telemedicine allows the healthcare provider, to contact the patient through a mobile phone or computer to provide education and reinforcement regarding medication adherence.

Purpose: The purpose of this project was to improve medication adherence and health outcomes, by piloting a quality improvement project using …

Transforming Health Systems In A Post-Covid World, Joshua Tan, Leonora Liu, Jeremy Lim

Asian Management Insights

Three recommendations for building system resilience.

How To Smoothen Ai Implementation In Healthcare, Adrian Yeow, Pin Sym Foong

Asian Management Insights

Three domain-focused prescriptions.

Novel Deep Learning Approach To Model And Predict The Spread Of Covid-19, Devante Ayris, Maleeha Imtiaz, Kye Horbury, Blake Williams, Mitchell Blackney, Celine Shi Hui See, Syed Afaq Ali Shah

Research outputs 2022 to 2026

SARS-CoV2, which causes coronavirus disease (COVID-19) is continuing to spread globally, producing new variants and has become a pandemic. People have lost their lives not only due to the virus but also because of the lack of counter measures in place. Given the increasing caseload and uncertainty of spread, there is an urgent need to develop robust artificial intelligence techniques to predict the spread of COVID-19. In this paper, we propose a deep learning technique, called Deep Sequential Prediction Model (DSPM) and machine learning based Non-parametric Regression Model (NRM) to predict the spread of COVID-19. Our proposed models are trained …

Tatl: Task Agnostic Transfer Learning For Skin Attributes Detection, Duy M.H. Nguyen, Thu T. Nguyen, Huong Vu, Hong Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag

Research Collection School Of Computing and Information Systems

Existing skin attributes detection methods usually initialize with a pre-trained Imagenet network and then fine-tune on a medical target task. However, we argue that such approaches are suboptimal because medical datasets are largely different from ImageNet and often contain limited training samples. In this work, we propose Task Agnostic Transfer Learning (TATL), a novel framework motivated by dermatologists’ behaviors in the skincare context. TATL learns an attribute-agnostic segmenter that detects lesion skin regions and then transfers this knowledge to a set of attribute-specific classifiers to detect each particular attribute. Since TATL’s attribute-agnostic segmenter only detects skin attribute regions, it enjoys …

Publication Trends In Telemedicine Research Originating From Canada, Jim S Xie, Keean Nanji, Mohammad Khan, Muhammad F Khalid, Sunir J Garg, Lehana Thabane, Sobha Sivaprasad, Varun Chaudhary

Department of Medicine Faculty Papers

Telemedicine modalities for patient care have seen significant global uptake during the COVID-19 pandemic. This study aimed to bibliometrically evaluate the evolution and current landscape of telemedicine literature in Canada. The Scopus database was searched to identify telemedicine publications for which the first or last author had a Canadian institutional affiliation. Study selection and data abstraction were conducted by two pairs of independent reviewers. Between 1976 and January 2021, 810 of 3,620 retrieved citations were telemedicine publications originating from Canada, including 29 randomized controlled trials and 6 systematic reviews. The annual publication output increased substantially from 1/year in 1976 to …

The Feasibility And Utility Of Harnessing Digital Health To Understand Clinical Trajectories In Medication Treatment For Opioid Use Disorder: D-Tect Study Design And Methodological Considerations, Lisa A. Marsch, Ching-Hua Chen, Sara R. Adams, Asma Asyyed, Monique B. Does, Saeed Hassanpour, Emily Hichborn, Melanie Jackson-Morris, Nicholas C. Jacobson, Heather K. Jones, David Kotz, Chantal A. Lambert-Harris, Zhiguo Li, Bethany Mcleman, Varun Mishra, Catherine Stanger, Geetha Subramaniam, Weiyi Wu, Cynthia I. Campbell

Dartmouth Scholarship

Introduction: Across the U.S., the prevalence of opioid use disorder (OUD) and the rates of opioid overdoses have risen precipitously in recent years. Several effective medications for OUD (MOUD) exist and have been shown to be life-saving. A large volume of research has identified a confluence of factors that predict attrition and continued substance use during substance use disorder treatment. However, much of this literature has examined a small set of potential moderators or mediators of outcomes in MOUD treatment and may lead to over-simplified accounts of treatment non-adherence. Digital health methodologies offer great promise for capturing intensive, longitudinal ecologically-valid …

Dnp Final Report: Sane Finder: A Web-Based Mobile Solution To Identify The Location Of Currently Available Sexual Assault Nurse Examiners (Sane) For First Responders, Brenda D. Herrmann

DNP Final Reports

Society views sexual assault as one of the most horrific crimes committed by one human being against another, but the “rescue” has the potential to make the experience even more difficult for the victim, in essence re-traumatizing them (Nugent-Borakove et al., 2006). In the United States in 2018, almost 140,000 victims reported being sexually assaulted (U.S. Department of Justice - Federal Bureau of Investigation, 2019). In Texas, over 6 million individuals have been sexually assaulted in their lifetime (Busch-Armendariz et al., 2015). Getting victims to a specially trained sexual assault nurse examiner (SANE) as quickly as possible improves outcomes. SANEs …

Bibliometric Analysis Of Coronavirus Disease 2019 Medical Research Production From Saudi Arabia, Amr A. Jamal, Samar Binkheder, Raniah N. Aldekhyyel, Jwaher Almulhem, Shabana Tharkar, Afaf Ali Batis, Layal Hneiny

Faculty Publications

In response to the coronavirus disease 2019 (COVID-19) pandemic and as an attempt to fill the knowledge gap related to this topic, extensive research in this area has been published. The Kingdom of Saudi Arabia, as one of the countries affected by the pandemic, has contributed to the growing body of scientific literature related to COVID-19. To measure research contribution produced by Saudi Arabian affiliated researchers, we conducted a bibliometric analysis of COVID-19 research across two databases: the Web of Science and Scopus. Analysis was conducted on February 2, 2021 and included all relevant COVID-19-related publications (n = 1510). …

Telemedicine For Rheumatology Patients In Covid-19 Pandemic: Perspectives Of Patients, Muhammad Mehmood Riaz, Saad Bin Zafar Mahmood, Noreen Nasir

Section of Internal Medicine

Telemedicine use for patients with autoimmune rheumatic conditions during the pandemic mandates better characterization. We conducted a telephonic survey on patients who consulted rheumatologists remotely to determine their attitudes toward telemedicine. The study was conducted at Aga Khan University Hospital, a tertiary care hospital in Pakistan which is a lower-middle-income country. Descriptive analyses were performed. Fifty patients visited tele-rheumatology clinic, 35 (70.0%) were female with a mean (SD) age of 47.6 (18.1) years. Majority (27, 54.0%) learned about telemedicine from hospital website and outpatient clinic desk or helpline. Lack of examination was the biggest concern with teleconsultation (18, 22.2%). Most …

Health Informatics Interventions To Minimize Out-Of-Pocket Medication Costs For Patients: What Providers Want., Karalyn A Kiessling, Bradley E Iott, Jessica Pater, Tammy Toscos, Shauna Wagner, Laura M Gottlieb, Tiffany C Veinot

Health Services and Informatics Research

OBJECTIVE: To explore diverse provider perspectives on: strategies for addressing patient medication cost barriers; patient medication cost information gaps; current medication cost-related informatics tools; and design features for future tool development.

MATERIALS AND METHODS: We conducted 38 semistructured interviews with providers (physicians, nurses, pharmacists, social workers, and administrators) in a Midwestern health system in the United States. We used 3 rounds of qualitative coding to identify themes.

RESULTS: Providers lacked access to information about: patients' ability to pay for medications; true costs of full medication regimens; and cost impacts of patient insurance changes. Some providers said that while existing cost-related …

Virtual Meetings During Covid-19 Pandemic: Is It Time To Say Goodbye To Physical Meetings?, Maseeh Uz Zaman, Nosheen Fatima

Department of Radiology

Abstract are not provided by the author/publisher