Health Information Technology Commons^™

Distributing Data And Analysis Software Containers For Better Data Sharing In Clinical Research, William A. Mattingly Phd, Stephen Furmanek, Christopher M. Sinclair, Timothy L. Wiemken Phd

The University of Louisville Journal of Respiratory Infections

Introduction: Data sharing in clinical research is critical for increasing knowledge discovery. Data and software tools should be FAIR: Findable, Accessible, Inter-operable and Re-usable. Many bottlenecks exist in the process of a clinical investigator using shared data including data acquisition and statistical analysis. The objective of this project is to develop a structure for sharing data and providing rapid automated statistical analysis through creation of a pre-packaged, open-source software container.

Methods: We use the open source software container technologies VirtualBox and Vagrant to create a template for sharing clinical data and analysis scripts as a single container. We use …

Rationale And Methods Of The Study Protocol: Streptococcus Pneumoniae Serotypes In Adults 18 Years And Older With Radiographically-Confirmed Community-Acquired Pneumonia (Cap), Ronika Alexander, Paula Peyrani, Julio A. Ramirez, Wesley H. Self Md, Mph, Carlos Grijalva, Francis Counselman, Gregory A. Volturo, Heidi Kabler, Luis Ostrosky-Zeichner, Richard Wunderink, Robert L. Sherwin, Senen Pena, Thomas File, Timothy L. Wiemken, Sharon Gray, Michael Pride, Kimbal D. Ford, Qin Jiang, Raul Isturiz

The University of Louisville Journal of Respiratory Infections

This study was an active, prospective surveillance study of adults 18 years and older hospitalized with community-acquired pneumonia (CAP) due to Streptococcus pneumoniae conducted at 21 hospitals in ten cities across the United States. This report describes the surveillance methodology applied between October 7, 2013 and September 30, 2016, including the identification and description of surveillance areas and populations at-risk for CAP hospitalization for estimation of incidence rates for selected study sites.

Streptococcus Pneumoniae Antigen, Missing Opportunities Of A Promising Point Of Care Diagnostic Test, Magdelina Słomka, Ruby Gupta, Baltej Singh, Venkatesh Gondhi, Siddartha Bhandary, Ekezie Francis, Jose Bordon

The University of Louisville Journal of Respiratory Infections

Background: The etiologic diagnosis of community acquired pneumonia (CAP) and community-acquired meningitis (CAM) are still far from optimal accuracy and turnaround time. The most common bacterial pathogen identified in both CAP and CAM is Streptococcus pneumoniae.

Methods: We reviewed the literature on S. pneumoniae antigen to highlight opportunities to optimize its use as a point of care diagnostic test to maximize quality of patient care, antimicrobial stewardship outcomes and cost saving. A PubMed search was performed using key words “S. pneumoniae antigen; rapid diagnostic tests for S. pneumoniae”. We selected articles in English and sorted into randomized …

Level Of Recall Bias Regarding Pneumococcal Vaccination History Among Adults Hospitalized With Community-Acquired Pneumonia: Results From The University Of Louisville Pneumonia Study, Sarah Van Heiden, Ruth Carrico, Timothy L. Wiemken, Ronika Alexander, John M. Mclaughlin, Qin Jiang, Paula Peyrani, William A. Mattingly, Stephen P. Furmanek, Connor L. English, Senen Pena, Raul Isturiz, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

Background: Recall bias is likely to occur in vaccine effectiveness studies using self-reported vaccination history. The validity of patient-reported vaccination status for adults is not well defined. The objective of this study was to evaluate the validity of self-reported pneumococcal vaccination history among patients hospitalized with community-acquired pneumonia (CAP).

Methods: Prospective ancillary study of a population-based observational study of hospitalized patients with CAP in the city of Louisville. To be included in the analysis, patients had to (i) be reached by phone 30-days after discharge from the hospital and (ii) report that they remembered whether or not they received a …

One-Year Mortality In Patients With Community-Acquired Pneumonia, Paula Peyrani, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

Pneumonia remains a common cause of morbidity and mortality in the US. Although, communityacquired pneumonia (CAP) has traditionally been considered an acute process, more recently, data have emerged showing that patients surviving an episode of CAP are at increased risk of death long after hospital discharged. In this descriptive review, we examine the current knowledge of long-term mortality and propose a hypothesis explaining the pathogenesis of long-term mortality in patients with CAP.

Most Common Statistical Methodologies In Recent Clinical Studies Of Community-Acquired Pneumonia, Stephen Furmanek, Connor L. English, Thomas Chandler, Timothy L. Wiemken Phd

The University of Louisville Journal of Respiratory Infections

Background: Training new individuals in pneumonia research is imperative to produce a new generation of clinical investigators with the expertise necessary to fill gaps in knowledge. Clinical investigators are often intimidated by their unfamiliarity with statistics. The objective of this study is to define the most common statistical methodologies in recent clinical studies of CAP to inform teaching approaches in the field.

Methods: Articles met inclusion criteria if they were clinical research with an emphasis on incidence, epidemiology, or patient outcomes, searchable via PubMed or Google Scholar, published within the timeframe of January 1st 2012 to August 1st 2017, …

Pneumonia Pathogenesis And The Lung Microbiome: Back To The Drawing Board, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Antimicrobial Stewardship In Hospitalized Patients With Respiratory Infections: Ten-Year Experience From The Robley Rex Louisville Va Medical Center, Leslie A. Beavin, Forest W. Arnold, Paula Peyrani, Anupama Raghuram, David Newman, Ronald Smith, Carmen Sciortino, Stephen P. Furmanek, Ruth M. Carrico, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

Rationale: Antibiotic stewardship has been defined as coordinated interventions designed to improve and measure the appropriate use of antibiotic agents. Respiratory infections are the most common infectious reason for hospitalization in the United States. Therefore, one could extrapolate that respiratory infections are then also the most common reason for hospital antibiotic use and possess the highest potential for hospital antibiotic misuse. The primary objective of this article was to evaluate the role of antimicrobial stewardship on improving antibiotic use for respiratory infections in hospitalized patients on intravenous (IV) antibiotics at the Robley Rex Louisville VAMC over a 10-year period.

Methods: …

Preliminary Findings Of A Technology-Delivered Sexual Health Promotion Program For Black Men Who Have Sex With Men: Quasi-Experimental Outcome Study, Charles H. Klein, Tamara Kuhn, Danielle Huxley, Jamie Kennel, Elizabeth Withers, Carmela Lomonaco

Anthropology Faculty Publications and Presentations

Background: Human immunodeficiency virus (HIV) disproportionately affects black men who have sex with men (MSM), yet there are few evidence-based interventions specifically designed for black MSM communities. In response, the authors created Real Talk, a technology-delivered, sexual health program for black MSM.

Objective: The objective of our study was to determine whether Real Talk positively affected risk reduction intentions, disclosure practices, condom use, and overall risk reduction sexual practices.

Methods: The study used a quasi-experimental, 2-arm methodology. During the first session, participants completed a baseline assessment, used Real Talk (intervention condition) or reviewed 4 sexual health brochures (the standard of …

Lung Cytokines And Systemic Inflammation In Patients With Copd, Alessandra Morello Gearhart, Rodrigo Cavallazzi, Paula Peyrani, Timothy L. Wiemken, Stephen P. Furmanek, Andrea Reyes-Vega, Umair Gauhar, Hiram Rivas-Perez, Jesse Roman, Julio A. Ramirez, Rafael Fernandez-Botran

The University of Louisville Journal of Respiratory Infections

Rationale: Chronic obstructive pulmonary disease (COPD) is characterized by lung and systemic inflammation. The role of cytokines in local and systemic inflammation in COPD is not well understood. This study aimed to compare plasma and bronchoalveolar lavage (BAL) fluid cytokine levels in COPD and non-COPD subjects with the intent of better understand their potential roles in driving local and systemic inflammation.

Methods: This cross-sectional study analyzed data from 65 subjects: 31 with COPD confirmed by spirometry and 34 non-COPD controls. All subjects underwent spirometry, plasma sample collection, and bronchoscopy/BAL. Levels of 21 inflammatory cytokines were measured in the plasma (systemic …

Using Steroids In Patients With Community-Acquired Pneumonia At The University Of Louisville Hospital: Who, What, And When, Rodrigo Cavallazzi, Julio A. Ramirez

The University of Louisville Journal of Respiratory Infections

No abstract provided.

Lung Cytokines And Systemic Inflammation In Patients With Copd., Alessandra Morello Gearhart, Rodrigo Cavallazzi, Paula Peyrani, Timothy L. Wiemken, Stephen P. Furmanek, Andrea Reyes-Vega, Umair Gauhar, Hiram Rivas-Perez, Jesse Roman, Julio A. Ramirez, Rafael Fernandez-Botran

Faculty and Staff Scholarship

Rationale: Chronic obstructive pulmonary disease (COPD) is characterized by lung and systemic inflammation. The role of cytokines in local and systemic inflammation in COPD is not well understood. This study aimed to compare plasma and bronchoalveolar lavage (BAL) fluid cytokine levels in COPD and non-COPD subjects with the intent of better understand their potential roles in driving local and systemic inflammation.

Methods: This cross-sectional study analyzed data from 65 subjects: 31 with COPD confirmed by spirometry and 34 non-COPD controls. All subjects underwent spirometry, plasma sample collection, and bronchoscopy/BAL. Levels of 21 inflammatory cytokines were measured in the plasma (systemic …

October 2017, Randy Curry, Cindy Brooks

RURAL ROCKS

Rural Rocks, the Rural Health Network newsletter by the SWOSU College of Pharmacy

Iranian Medical English Journals: Reference Analysis Based On Journal Selection Criteria In Wos, Pubmed And Scopus, Somayeh Ghaffari Heshajin, Shahram Sedghi, Leila Asghari Hineh Abad

Library Philosophy and Practice (e-journal)

Objective: The references are an important component of citation analysis. In this study, it is aimed to determine the reference analysis of Iranian Medical English Journals (IMEJ) based on WOS, Scopus and PubMed journal selection criteria.

Methods: This study is a descriptive quantitative analysis which deals with the last issues of 52 numbers of IMEJ which haven't been indexed in WOS, Scopus, and PubMed. The data were collected observing the journals data provider websites and then entered into a checklist tool. MS Excel software was used for data analysis.

Results: About 88.5% of journals had their own reference style. In …

“I Don’T Know How You Can Be The Decision Maker When You Don’T Understand”: Designing A Tailored E-Health Intervention To Empower Patients Living With Non-Valvular Atrial Fibrillation, Amelia Roebuck, Shauna Wagner, Ryan Ahmed, Romisa Rohani Ghahari, Carly Daley, Maria D. Carpenter, Tammy Toscos, Michael Mirro Md, Facc, Fhrs, Faha

Health Services and Informatics Research

Background: Prevention of thromboembolism is key in individuals with non-valvular atrial fibrillation (NVAF) and nonadherence to oral anticoagulant (OAC) therapy is a frequent causative factor of stroke. Many factors contribute to the complexity of medication nonadherence. Thus, education aimed at changing health behaviors must be tailored to address the unique internal motivations and information needs of those confronted with the daily choice to take a medication to prevent stroke. Delivery of tailored health education and medication reminders may be an effective way to empower individuals with NVAF and in consequence, improve OAC adherence.

Methods: We applied a patient-centered approach and …

Gender Differences In Virologic Response After Antiretroviral Therapy In Treatment-Naïve Hiv-Infected Individuals: Results From The 550 Clinic Hiv Cohort Study., Andrea Reyes-Vega, Alejandra Loban, Kavitha Srinivasan, Stephen P. Furmanek, Conner English, Mary Bishop, Cathy Spencer, Daniel Truelove, Julio A. Ramirez, Anupama Raghuram, Paula Peyrani

Faculty and Staff Scholarship

Background

Controversy still exists regarding gender differences in virologic response between treatment-na•ve HIV-infected individuals. The objective of this study was to evaluate gender difference in virologic and immunologic response to antiretroviral therapy in treatment-na•ve HIV-infected individuals. Methods

This was a retrospective, observational study of treatment-na•ve HIV-infected individuals managed at the 550 clinic who started antiretroviral therapy (ART) between January 1st, 2010 and December 31, 2015. Patients with available viral load and CD4 counts before and one year after initiating ART were included in this study. Virologic suppression was defined as < 48 HIV-1 RNA copies/mL, and mmunologic recovery was defined as a CD4 count increase of at least 150 cells/mm3. Dichotomous variables were reported in number and percentages and analyzed using Chi-squared tests and Fisher’s exact (whichever was appropriate). Continuous variables were reported as median and interquartile range (IQR) and analyzed using Wilcox rank-sum tests. Multivariate analyses performed were logistic regressions with adjustment for other covariates. P value <0.05 was considered statistically significant. R version 3.3.2 was used for the statistical analysis. Results

A total of 70 women and 90 men were included …

Opportunities And Challenges For Self-Monitoring Technologies For Healthy Aging: An In-Situ Study, Mirana Randriambelonoro, Yu Chen, Onur Yuruten, Pearl Pu

Faculty Publications, Information Systems & Technology

The current need to adopt a healthy lifestyle opens the way for researchers to investigate the efficiency of using technology to motivate a change towards such behavior. Senior people’s technology adoption barriers have been largely investigated in previous research but remain unclear to design efficient solution to promote behavior change in the long term. In this paper, we present the findings of an experiment with 20 older adults using pervasive sensors for 6 weeks at their homes. In particular, we present their attitudes for physical activities and self-monitoring technologies before and after the actual usage. We then discuss the opportunities …

Predicting Unplanned Transfers To The Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements, Ben Wellner, Joan Grand, Elizabeth Canzone, Matt Coarr, Patrick Brady, Nathan Dean, +Additional Authors

Pediatrics Faculty Publications

Background: Early warning scores aid in the detection of pediatric clinical deteriorations but include limited data inputs, rarely include data trends over time, and have limited validation.

Objective: Machine learning methods that make use of large numbers of predictor variables are now commonplace. This work examines how different types of predictor variables derived from the electronic health record affect the performance of predicting unplanned transfers to the intensive care unit (ICU) at three large children’s hospitals.

Methods: We trained separate models with data from three different institutions from 2011 through 2013 and evaluated models with 2014 data. Cases consisted of …

Ransomware In Healthcare Facilities: The Future Is Now, Nikki Spence, David P. Paul Iii, Alberto Coustasse

Management Faculty Research

Cybercriminals have begun to target the healthcare industry with a type of malware called ransomware, malware that encrypts an infected device and any attached devices or network drives. After encryption, cybercriminals demand a sum of money, also known as a “ransom,” to release the devices from encryption. Without adequate disaster recovery and backup plans, many businesses are forced to pay the ransom. The purpose of this study was to determine the extent of recent ransomware infections in healthcare settings, the risk liabilities and cost associated with such infections, and to determine possible risk mitigation tactics. Financial costs associated with business …

October 2017, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

No abstract provided.

Motivational And Intervention Systems And Monitoring With Mhealth Tools, Golam Mushih Tanimul Ahsan

Dissertations (1934 -)

Use of mobile and telecommunication technologies has become widespread in the last decade. With this development, use of mobile devices in healthcare (mHealth) is also increasing. Mobile phones, smartphones, and other mobile devices are affordable tools for different health-related services. In my research, with my research team, I have helped to develop several mHealth tools to address the quality of life of cancer survivors, cancer patients, and individuals at increased risk for cancer. Tobacco smoking is the major cause of several types of often-fatal cancers and cardio-respiratory diseases. Optimally, we hypothesize that the most effective mHealth tools should be customized …

A Retinal Vessel Detection Approach Based On Shearlet Transform And Indeterminacy Filtering On Fundus Images, Florentin Smarandache, Yanhui Guo, Umit Budak, Abdulkadir Sengur

Branch Mathematics and Statistics Faculty and Staff Publications

A fundus image is an effective tool for ophthalmologists studying eye diseases. Retinal vessel detection is a significant task in the identification of retinal disease regions. This study presents a retinal vessel detection approach using shearlet transform and indeterminacy filtering. The fundus image’s green channel is mapped in the neutrosophic domain via shearlet transform. The neutrosophic domain images are then filtered with an indeterminacy filter to reduce the indeterminacy information. A neural network classifier is employed to identify the pixels whose inputs are the features in neutrosophic images. The proposed approach is tested on two datasets, and a receiver operating …

The Double-Edged Sword: A Mixed Methods Study Of The Interplay Between Bipolar Disorder And Technology Use, Mark Matthews, Elizabeth Murnane, Jaime Snyder, Shion Guha Phd, Pamara Chang, Gavin Doherty, Geri Gay

Health Services and Informatics Research

Human behavior is increasingly reflected or acted out through technology. This is of particular salience when it comes to changes in behavior associated with serious mental illnesses including schizophrenia and bipolar disorder. Early detection is crucial for these conditions but presently very challenging to achieve. Potentially, characteristics of these conditions’ traits and symptoms, at both idiosyncratic and collective levels, may be detectable through technology use patterns. In bipolar disorder specifically, initial evidence associates changes in mood with changes in technology-mediated communication patterns. However much less is known about how people with bipolar disorder use technology more generally in their lives, …

Determinants Of Mobile Health Adoption In Burundi, Patrick Ndayizigamiye, Manoj Maharaj

The African Journal of Information Systems

Mobile health (or mHealth) can be broadly defined as the use of mobile devices and technologies to provide healthcare services. The potential of mHealth interventions to address healthcare issues, particularly in developing countries, is widely recognised. Although mHealth has yielded positive outcomes in various contexts, there is a need for designing mHealth interventions that are specifically tailored to the context of individual countries in order to increase the prospects of adoption. It is in this context that, using the Diffusion of Innovation (DOI) theory, this paper investigates the determinants for the adoption of mobile health by healthcare professionals in Burundi. …

September 2017, Randy Curry, Cindy Brooks

RURAL ROCKS

Rural Rocks, the Rural Health Network newsletter by the SWOSU College of Pharmacy

Unobtrusive Monitoring To Detect Depression For Elderly With Chronic Illnesses, Jung-Yoon Kim, Na Liu, Hwee Xian Tan, Chao-Hsien Chu

Research Collection School Of Computing and Information Systems

Mental health related disorders are common diseases, especially among the elder. Among the various mental health diseases, one potential threat to ageing-in-place is the risk of depression. In this paper, we propose a simple unobtrusive sensing system using passive infra-red motion sensors to monitor the activities of daily living of elderly, who are living alone. A feature extraction module comprising of three layers-states, events, and activities, and the corresponding algorithms are proposed to extract features. Four popular classification models-neural network, C4.5 decision tree, Bayesian network, and support vector machine are then applied to detect the severity of depression. We implement …

A Preliminary Study Of A Spanish Graphic Novella Targeting Hearing Loss Prevention, Mark Guiberson, Emily Wakefield

Department of Special Education and Communication Disorders: Faculty Publications

Purpose: This preliminary study developed a digital graphic novella targeting hearing protection beliefs of Spanish-speaking agricultural workers. Researchers used pretest–posttest interview surveys to establish if the novella had an immediate influence on the participants’ beliefs about noise-induced hearing loss and usage of hearing protection devices.

Method: Researchers developed a digital graphic novella directed to increase knowledge about noise-induced hearing loss and increase the proper use of hearing protection devices. The novella was tailored to meet the specific linguistic and literacy needs of Spanish-speaking agricultural workers. Thirty-one Spanish-speaking farmworkers of Mexican nationality participated. This study included an interview survey with specific …

September 2017, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

No abstract provided.

Mhealth Intervention Is Effective In Creating Smoke-Free Homes For Newborns: A Randomized Controlled Trial Study In China., Shaohua Yu, Zongshuan Duan, Pamela B Redmon, Michael P Eriksen, Jeffrey P Koplan, Cheng Huang

Global Health Faculty Publications

Mobile-phone-based smoking cessation intervention has been shown to increase quitting among smokers. However, such intervention has not yet been applied to secondhand smoke (SHS) reduction programs that target smoking parents of newborns. This randomized controlled trial, undertaken in Changchun, China, assessed whether interventions that incorporate traditional and mobile-phone-based education will help create smoke-free homes for infants and increase quitting among fathers. The results showed that the abstinence rates of the fathers at 6 months (adjusted OR: 3.60, 95% CI: 1.41-9.25; p = 0.008) and 12 months (adjusted OR: 2.93, 95% CI: 1.24-6.94; p = 0.014) were both significantly increased in …

Improving Type And Screen Specimen Collection Prior To Elective Surgery, Nordx Blood Bank Staff, Haley Pelletier, Suneela Nayak, Stephen Tyzik, Ruth Hanselman

MaineHealth Maine Medical Center

To avoid delays in the availability of compatible blood for elective surgery patients requiring transfusion, a type and screen specimen should be completed at least 24 hours prior to surgery. Baseline metrics in an acute care inpatient blood bank demonstrated a significant number of cases with no type or screen completed.

The objective of this KPI was to prevent any delays in providing compatible blood products to scheduled surgical patients. Several internal and external system issues were identified as a result of a root cause analysis and a number of actions were initiated.

Outcomes have been positive. Data collection post …