Lincoln Sheets
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Application of Machine Learning and Deep Neural Visual Features for Predicting Adult Obesity Prevalence in Missouri Open
This research study investigates and predicts the obesity prevalence in Missouri, utilizing deep neural visual features extracted from medium-resolution satellite imagery (Sentinel-2). By applying a deep convolutional neural network (DCNN)…
Geospatial Modeling of Deep Neural Visual Features for Predicting Obesity Prevalence in Missouri: Quantitative Study Open
Background The global obesity epidemic demands innovative approaches to understand its complex environmental and social determinants. Spatial technologies, such as geographic information systems, remote sensing, and spatial machine learnin…
Regional Differences in American Indian/Alaska Native Chronic Respiratory Disease Disparity: Evidence from National Survey Results Open
American Indian/Alaska Native (AI/AN) persons in the US experience a disparity in chronic respiratory diseases compared to white persons. Using Behavioral Risk Factor Surveillance System (BRFSS) data, we previously showed that the AI/AN ra…
Geospatial Modeling of Deep Neural Visual Features for Predicting Obesity Prevalence in Missouri: Quantitative Study (Preprint) Open
BACKGROUND The global obesity epidemic demands innovative approaches to understand its complex environmental and social determinants. Spatial technologies, such as geographic information systems, remote sensing, and spatial machine learnin…
Exploring the Geospatial Relationship Between COVID-19 Positivity and Income in Mixed Urban-Rural Population Open
The COVID-19 pandemic has had a deep influence on American life in general and on the American economy in particular. However, the burden of the pandemic has not been distributed equally among members of a population based on their social-…
The Role of Remote Sensing and Geospatial Analysis for Understanding COVID-19 Population Severity: A Systematic Review Open
Remote sensing (RS), satellite imaging (SI), and geospatial analysis have established themselves as extremely useful and very diverse domains for research associated with space, spatio-temporal components, and geography. We evaluated in th…
Demographic and Time Trend Analysis of COVID-19 Test Results of Boone County, Missouri. Open
The COVID-19 pandemic has had deep influence on American life. However, the burden of the pandemic has not been distributed equally among members of a population based on their demographic features. The purpose of this study was to investi…
Ethnic and National Differences in Congenital Adrenal Hyperplasia Incidence: A Systematic Review and Meta-Analysis Open
Background: Congenital adrenal hyperplasia (CAH) is an autosomal recessive genetic disorder that causes defects in the adrenal cortex enzymes that impair the biosynthesis of cortisol, aldosterone, or both. The most common type is the 21-hy…
Antimicrobial Resistance from a One Health Perspective in Zambia: A Systematic Review Open
Background:Antimicrobial resistance (AMR) is widely acknowledged as a global health problem, yet its extent is not well evaluated, especially in low-middle income countries (LMICs). It is challenging to promote policies without focusing on…
Analysis of Deep Learning Techniques for Maasai Boma Mapping in Tanzania Open
Underdeveloped countries in sub-Saharan Africa often contain cultural subpopulations that are underserved in regard to health and education. This perpetuates the health challenges of the country as a whole, and it is therefore of interest …
Chronic respiratory disease disparity between American Indian/Alaska Native and white populations, 2011–2018 Open
Background American Indian/Alaska Native (AI/AN) populations have been disproportionately affected by chronic respiratory diseases for reasons incompletely understood. Past research into disease disparity using population-based surveys mos…
Peer Review of “In-hospital Mortality and the Predictive Ability of the Modified Early Warning Score in Ghana: Single-Center, Retrospective Study” (Preprint) Open
UNSTRUCTURED This is a peer review report.
Telehealth and Telemedicine in Missouri. Open
Missouri is a national leader in telemedicine, and the Missouri Telehealth Network has led operational, legal and regulatory, and research and evaluation efforts since 1994. Telehealth and telemedicine have the potential to increase access…
Assessing Impact of Show-Me ECHO on the Health of Missourians: Two Examples. Open
Show Me ECHO is a model for interprofessional collaboration that utilizes telehealth technologies to share evidence-based medical knowledge to improve patient outcomes and minimize variation in care for underserved populations. To measure …
Accelerating Care Through ECHO: Case Examples from the Field. Open
In this article, we describe three life-changing patient cases demonstrating high-quality and timely care they received in their communities, thanks to the Show-Me ECHO project. Early autism diagnosis, a potentially deadly tumor manifestin…
A digital tumor board solution impacts case discussion time and postponement of cases in tumor boards Open
Multidisciplinary tumor boards (TBs) is an integral part of cancer care. Emerging evidence shows that effective TB implementation is crucial. It remains largely unknown how digital solutions can assist effective TB conduction. This study a…
The impact of project ECHO on physician preparedness to treat opioid use disorder: a systematic review Open
Opioid use disorder (OUD) is a medical condition that has evolved into a serious and deadly epidemic in the United States. Both medical and psychological interventions are called for to end this growing epidemic, but too few health care pr…
Patient and Provider Satisfaction With Pediatric Urology Telemedicine Clinic Open
The use of telemedicine continues to grow as more patients are receptive to this innovative way of providing health care. Multiple publications in telemedicine indicated high satisfaction for this service. This study focuses on the use of …
Additional file 1 of Chronic respiratory disease disparity between American Indian/Alaska Native and white populations, 2011–2018 Open
Additional file 1. Determinants of chronic respiratory disease for 2011–2018. This table lists detailed covariates and odds ratios obtained from logistic regression analyses for years 2011 through 2018.
Similarities and Differences Between Rural and Urban Telemedicine Utilization. Open
Telemedicine has traditionally been used in rural areas, but the recent development of mHealth solutions has led to a growth in urban telemedicine services. The aim of this study was to determine whether urban and rural patients in a large…
Digital Tumor Board Solutions Have Significant Impact on Case Preparation Open
PURPOSE Multidisciplinary tumor boards (TBs) are the gold standard for decision-making in cancer care. Variability in preparation, conduction, and impact is widely reported. The benefit of digital technologies to support TBs is unknown. Th…
Evaluation of Patient Perceptions With Orthopedic Oncology Telehealth: A Pilot Project Open
Telehealth has been used for decades to improve access to care for rural and underserved patients. The adoption of telehealth in orthopedic oncology is novel and expected to positively impact patient access and compliance. However, no prev…
A Patient-Centric Health Information Exchange Framework Using Blockchain Technology Open
Health Information Exchange (HIE) exhibits remarkable benefits for patient care such as improving healthcare quality and expediting coordinated care. The Office of the National Coordinator (ONC) for Health Information Technology is seeking…
An index of geospatial disadvantage predicts both obesity and unmeasured body weight Open
Neighborhood context impacts health. Using an index of geospatial disadvantage measures to predict neighborhood socioeconomic disparities would support area-based allocation of preventative resources, as well as the use of location as a cl…