Digital Commons Network^™

Why Test Results Are Still Getting "Lost" To Follow-Up: A Qualitative Study Of Implementation Gaps, Andrew J Zimolzak, Umber Shahid, Traber D Giardina, Sahar A Memon, Umair Mushtaq, Lisa Zubkoff, Daniel R Murphy, Andrea Bradford, Hardeep Singh

Faculty, Staff and Students Publications

BACKGROUND: Lack of timely follow-up of abnormal test results is common and has been implicated in missed or delayed diagnosis, resulting in potential for patient harm.

OBJECTIVE: As part of a larger project to implement change strategies to improve follow-up of diagnostic test results, this study sought to identify specifically where implementation gaps exist, as well as possible solutions identified by front-line staff.

DESIGN: We used a semi-structured interview guide to collect qualitative data from Veterans Affairs (VA) facility staff who had experience with test results management and patient safety.

SETTING: Twelve VA facilities across the USA.

PARTICIPANTS: Facility staff …

Yoga Therapy During Chemotherapy For Early-Stage And Locally Advanced Breast Cancer, Samantha K Greaney, Neha Amin, Bethany C Prudner, Maggie Compernolle, Linda J Sandell, Susan C Tebb, Katherine N Weilbaecher, Peri Abeln, Jingqin Luo, Yu Tao, Angela C Hirbe, Lindsay L Peterson

2020-Current year OA Pubs

BACKGROUND: Chemotherapy is associated with decreased quality of life (QOL), fatigue, depression, and weight gain in patients with breast cancer. Weight gain is associated with poorer prognosis. Yoga improves QOL, fatigue, and mood in women with breast cancer but its effect on treatment-related weight gain has not been studied. The aim of this trial was to determine the feasibility of personalized yoga therapy in women receiving treatment for early-stage or locally advanced breast cancer and assess its impact on weight gain.

METHODS: Thirty women were randomized 1:1 to receive yoga therapy by a certified yoga therapist during treatment or a …

Induction Egfr Tyrosine Kinase Inhibitors Prior To Definitive Chemoradiotherapy In Unresectable Stage Iii Egfr-Mutated Non-Small Cell Lung Cancer, Jacqueline V Aredo, Heather A Wakelee, Angela Bik-Yu Hui, Sukhmani K Padda, Nitin D Joshi, H Henry Guo, Aadel Chaudhuri, Maximilian Diehn, Billy W Loo Jr, Joel W Neal

2020-Current year OA Pubs

INTRODUCTION: Increasing evidence suggests that consolidation durvalumab confers limited benefits for patients with stage III EGFR-mutated NSCLC. Induction or maintenance EGFR tyrosine kinase inhibitors (TKIs) added to concurrent chemoradiotherapy (CRT) may optimize definitive treatment, but there are limited data supporting an induction TKI strategy.

METHODS: We evaluated the efficacy and safety of induction EGFR TKIs administered before concurrent CRT in a retrospective series of patients with unresectable locally advanced EGFR-mutated NSCLC. Circulating tumor DNA (ctDNA) analysis was performed on a patient subset using CAPP-seq and correlated with outcomes.

RESULTS: Of six patients, three received erlotinib and three osimertinib as induction …

Fluorescence Imaging Of Beta Cell Primary Cilia, Zipeng A Li, Jung Hoon Cho, Louis G Woodhams, Jing W Hughes

2020-Current year OA Pubs

Primary cilia are slender cell-surface organelles that project into the intercellular space. In pancreatic beta cells, primary cilia coordinate a variety of cell responses including GPCR signaling, calcium influx, and insulin secretion, along with likely many underappreciated roles in islet development and differentiation. To study cilia function in islet biology, direct visualization of primary cilia by microscopic methods is often a necessary first step. Ciliary abundance, distribution, and morphology are heterogeneous among islet cells and are best visualized by fluorescence microscopy, the tools for which are readily accessible to most researchers. Here we present a collection of fluorescence imaging methods …

The Future Of Ad Clinical Trials With The Advent Of Anti-Amyloid Therapies: An Ctad Task Force Report, J Delrieu, R J Bateman, J Touchon, M Sabbagh, J Cummings

2020-Current year OA Pubs

BACKGROUND: Aducanumab (ADUHELMTM) was approved for the treatment of Alzheimer's disease (AD) in the US. This approval was supported by an effect on the cerebral amyloid plaque load and evidence of cognitive efficacy to be confirmed in post-marketing trials. Other anti-amyloid antibodies are under investigation in phase III (donanemab, lecanemab, gantenerumab) and have shown preliminary evidence of a cognitive benefit in phase II trials. Although these agents target a small segment of patients with mild cognitive impairment due to AD or mild AD dementia, their advent will change the design of future clinical trials both for anti-amyloid and non-amyloid drugs. …

How To "Start Small And Just Keep Moving Forward": Mixed Methods Results From A Stepped-Wedge Trial To Support Evidence-Based Processes In Local Health Departments, Rebekah R Jacob, Renee G Parks, Peg Allen, Stephanie Mazzucca, Yan Yan, Sarah Kang, Debra Dekker, Ross C Brownson

2020-Current year OA Pubs

BACKGROUND: Local health departments (LHDs) in the United States are charged with preventing disease and promoting health in their respective communities. Understanding and addressing what supports LHD's need to foster a climate and culture supportive of evidence-based decision making (EBDM) processes can enhance delivery of effective practices and services.

METHODS: We employed a stepped-wedge trial design to test staggered delivery of implementation supports in 12 LHDs (Missouri, USA) to expand capacity for EBDM processes. The intervention was an in-person training in EBDM and continued support by the research team over 24 months (March 2018-February 2020). We used a mixed-methods approach …

Use Of Implementation Mapping With Community-Based Participatory Research: Development Of Implementation Strategies Of A New Goal Setting And Goal Management Intervention System, Eunyoung Kang, Erin R Foster

2020-Current year OA Pubs

AIMS: This study aims to identify implementation determinants, mechanisms of action, implementation strategies, and implementation outcome evaluation plans for a new theory-based rehabilitation goal setting and goal management intervention system, called MyGoals, using Implementation Mapping with community-based participatory research principles.

METHODS: We completed Implementation Mapping tasks 1 to 4 as a planning team consisting of MyGoals target implementers (occupational therapists (OTs), MyGoals intervention target clients (adults with chronic conditions), and the research team. We are currently conducting mapping task 5. These processes were guided by the Consolidated Framework for Implementation Research, social cognitive theory, the taxonomy of behavior change methods, …

Program Adaptation By Health Departments, Louise Farah Saliba, Peg Allen, Stephanie L Mazzucca, Emily Rodriguez Weno, Sarah Moreland-Russell, Margaret Padek, Ross C Brownson

2020-Current year OA Pubs

INTRODUCTION: The dissemination of evidence-based interventions (i.e., programs, practices, and policies) is a core function of US state health departments (SHDs). However, interventions are originally designed and tested with a specific population and context. Hence, adapting the intervention to meet the real-world circumstances and population's needs can increase the likelihood of achieving the expected health outcomes for the target population from the implemented intervention. This study identified how SHD employees decide to adapt public health programs and what influences decisions on how to adapt them.

MATERIALS AND METHODS: SHD employees (

RESULTS: Data, outcomes, and health department evaluations influenced decisions …

Functional Tic-Like Presentations Differ Strikingly From Provisional Tic Disorder, Amanda L Arbuckle, Emily C Bihun, Bradley L Schlaggar, Kevin J. Black

2020-Current year OA Pubs

No abstract provided.

Protocol For The Perioperative Outcome Risk Assessment With Computer Learning Enhancement (Periop Oracle) Randomized Study, Bradley Fritz, Christopher King, Yixin Chen, Alex Kronzer, Joanna Abraham, Arbi Ben Abdallah, Thomas Kannampallil, Thaddeus Budelier, Arianna Montes De Oca, Sherry Mckinnon, Bethany Tellor Pennington, Troy Wildes, Michael Avidan

2020-Current year OA Pubs

No abstract provided.

Virtual Adaptation Of An International Exchange Program In Medical Education, Celia Fung, Nicholas Maxwell, Stephen Powell, Michelle Benassai, Natalia Chunga, Jennifer Corcoran, William Barbosa, Marisabel Lopez, Betsy Hanampa, Melissa Llaiqui-Condori, Victor Delgado-Lazo, Karina Mendoza, Yanet Astete, Martin Flor, Sheyla Palacios, Blanca Valdovinos, Jorge Risco, Isabel Camargo, Ralph Jozefowicz, Karlo J Lizárraga

2020-Current year OA Pubs

Medical education has drastically transformed during the COVID-19 pandemic. Measures such as adopting telemedicine visits, minimizing the number of trainees on service, discontinuing external rotations, and converting in-person to online didactics have been broadly and swiftly implemented. While these innovations have promoted greater interconnectivity amongst institutions and made continuing medical education possible, international exchange programs in medical education are still largely disrupted. In response to the changing guidelines and restrictions necessitated by the COVID-19 pandemic, the authors used Kern's six-step approach to design and implement a virtual curriculum to replace the in-person activities of the 2020-2021 Neurology Peru-Rochester exchange program …

Implementing Nih Behavior Change Consortium Treatment Fidelity Recommendations In A Multi-Site Randomized Controlled Trial Of An Active Music Engagement Intervention For Young Children With Cancer And Parents., Jessica A. Maclean, Kristin Stegenga, Amanda K. Henley, Sheri L. Robb

Manuscripts, Articles, Book Chapters and Other Papers

Treatment fidelity is the use of methodological strategies to monitor and enhance reliability and validity of behavioral intervention trials. Despite availability of guidelines and checklists, treatment fidelity remains underreported, hindering evaluation, interpretation, and cross-study comparisons. Treatment fidelity is particularly important for music interventions given the inherent complexity of musical stimuli and flexibility required for tailored delivery. The purpose of this paper is to define and describe treatment fidelity strategies for our trial of a music-based play intervention for young children with cancer and parents grounded in the NIH Behavior Change Consortium Treatment Fidelity Recommendations. We report strategies for all 5 …

Mega-Analysis Methods In Enigma: The Experience Of The Generalized Anxiety Disorder Working Group, André Zugman, Jennifer Harper, Michael Myers, Michael T Perino, Qiongru Yu, Chad M Sylvester, Et Al.

2020-Current year OA Pubs

The ENIGMA group on Generalized Anxiety Disorder (ENIGMA-Anxiety/GAD) is part of a broader effort to investigate anxiety disorders using imaging and genetic data across multiple sites worldwide. The group is actively conducting a mega-analysis of a large number of brain structural scans. In this process, the group was confronted with many methodological challenges related to study planning and implementation, between-country transfer of subject-level data, quality control of a considerable amount of imaging data, and choices related to statistical methods and efficient use of resources. This report summarizes the background information and rationale for the various methodological decisions, as well as …

Aging With Long-Term Physical Disability: Cohort Analysis Of Survey Sample In The U.S., Kerri A Morgan, Michelle Putnam, Sandra M Espin-Tello, Marian Keglovits, Margaret Campbell, Yan Yan, Aimee Wehmeier, Susan Stark

2020-Current year OA Pubs

BACKGROUND: Chronic health conditions, secondary conditions, and decreasing functional ability related to aging and/or changes in underlying impairment may influence participation for persons aging with long-term physical disability (AwD).

OBJECTIVE: To examine sample integrity and baseline findings through exploration of associations of sociodemographic, health, and disability factors with social participation for persons AwD.

METHODS: This is a longitudinal cohort study following persons AwD over three years, reporting baseline cohort study data. A convenience sample of 474 persons AwD aged 45-65 reporting physical disability of ≥5 years' duration was recruited through community organizations and social media. The cohort was majority female …

The Human Myocardium Harbors A Population Of Naive B-Cells With A Distinctive Gene Expression Signature Conserved Across Species, Kevin C Bermea, Nicolas Kostelecky, Sylvie T Rousseau, Chieh-Yu Lin, Luigi Adamo

2020-Current year OA Pubs

INTRODUCTION: Cardiac immunology studies in murine models have identified a sizeable population of myocardial B-cells and have shown that its modulation represents a promising strategy to develop novel therapies for heart failure. However, scarce data on B-cells in the human heart leaves unclear whether findings in rodents are relevant to human biology.

METHODS: We performed immunohistochemical stains to characterize the amount and distribution of B-cells in human hearts, analyzing both fresh and post-mortem tissue. To gain insight into the biology of human myocardial B-cells we analyzed publicly-available spatial transcriptomics and single-cell sequencing datasets of myocardial and peripheral blood mononuclear cells …

Tissue-Specific Mechanisms Of Bile Acid Homeostasis And Activation Of Fxr-Fgf19 Signaling In Preterm And Term Neonatal Pigs, Caitlin Vonderohe, Greg Guthrie, Barbara Stoll, Shaji Chacko, Harry Dawson, Douglas G Burrin

Children’s Nutrition Research Center Staff Publications

The tissue-specific molecular mechanisms involved in perinatal liver and intestinal farnesoid X receptor (FXR)-fibroblast growth factor 19 (FGF19) signaling are poorly defined. Our aim was to establish how gestational age and feeding status affect bile acid synthesis pathway, bile acid pool size, ileal response to bile acid stimulation, genes involved in bile acid-FXR-FGF19 signaling and plasma FGF19 in neonatal pigs. Term (n = 23) and preterm (n = 33) pigs were born via cesarean section at 100% and 90% gestation, respectively. Plasma FGF19, hepatic bile acid and oxysterol profiles, and FXR target gene expression were assessed in pigs …

Associations Of Prenatal Phthalate Exposure With Neurobehavioral Outcomes In 45- And 75-Month-Old Infants, Jenna L N Sprowles, Kelsey L C Dzwilewski, Francheska M Merced-Nieves, Salma M A Musaad, Susan L Schantz, Sarah D Geiger

Children’s Nutrition Research Center Staff Publications

Phthalates are ubiquitous endocrine-disrupting chemicals, and research indicates that prenatal exposure to some phthalates may affect neurodevelopment. In a prospective birth cohort study, five first-morning urine samples collected across pregnancy were pooled and the following phthalate biomarkers assessed: sum of di-(2-ethylhexyl) phthalate metabolites (ΣDEHP), sum of diisononyl phthalate metabolites (ΣDINP), sum of dibutyl phthalate metabolites (ΣDBP), sum of anti-androgenic metabolites (ΣAA), monoethyl phthalate (MEP), and sum of all phthalate metabolites (ΣAll). The Ages & Stages Questionnaires® (ASQ), a standardized parent-reported, age-adapted screening tool, measured communication, personal-social, problem solving, and motor domains in infants at 4.5 and 7.5 months (n = …

Public Policy (Not The Coronavirus) Should Shape What Endemic Means, Ronald U. Mendoza, Kenneth Hartigan-Go, Alex B. Brillantes, Karl Ev Ruiz, Ivyrose S. Baysic, Sheena A. Valenzuela

Ateneo School of Government Publications

Endemicity is not only a biological and health event but has several inter-dependencies cross-cutting with the management of the economy, including governance and policies. Within the context of the discourse on inequity, what does endemicity mean for poor and low-income families, where policies on social inclusion and social welfare need to be re-calibrated?

Color-Blind Racial Attitudes In Practicing Dental Hygienists, Emily A. Ludwig, Susan L. Tolle, Jessica R. Suedbeck

Dental Hygiene Faculty Publications

Purpose: Individuals who subscribe to a color-blind racial ideology may not be aware of differences or differential treatment based on race which may be related to racial inequality in the delivery of oral health care. The purpose of this study was to determine color-blind racial attitudes in a convenience sample of clinical dental hygienists.

Methods: A convenience sample of practicing dental hygienists recruited through social media via snowball sampling was invited to participate in this cross-sectional survey study. The Color-Blind Racial Attitudes Scale (CoBRAS), a valid and reliable measuring instrument, was used to determine unawareness of racial attitudes and stereotyping. …

Oral Health Literacy Inventories For Caregivers Of Preschool-Aged Children: A Systematic Review, Melissa L. Sullivan, Denise M. Claiborne, Deanne Shuman

Dental Hygiene Faculty Publications

Purpose: The purpose of this systematic review was to describe the oral health literacy (OHL) inventories that have been used among caregivers of preschool-aged children.

Methods: Four databases were searched (CINAHL, Cochrane Database of Systematic Reviews, Dentistry & Oral Sciences Source, PubMed), to identify peer-reviewed, full-text studies published in English on the oral health literacy among caregivers of preschool-aged children from 2010-2021. All studies were assessed for eligibility using PRISMA guidelines. Inclusion criteria were experimental, non-experimental, or mixed methods peer-reviewed studies, conducted in the United States. Eligible studies were independently evaluated using the Effective Public Health Practice Project's Quality Assessment …

Analysis And Classification Of Postcatheterization Femoral Arteriovenous Fistulas Based On Color Doppler Examinations, William D Middleton, Kathryn A Robinson

Open Access Publications

OBJECTIVE: To analyze and classify arterial supply and venous drainage of postcatheterization femoral arteriovenous fistulas (AVFs).

METHODS: A review of extremity Doppler reports identified 77 femoral AVFs in 75 patients. Doppler exams were reviewed retrospectively. Fistulas were classified as above or below the common femoral artery bifurcation and subclassified based on the location of arterial inflow and venous outflow.

RESULTS: Arterial inflow originated above the femoral bifurcation in 32 cases. The communication was between the common femoral artery and the superficial circumflex iliac vein in 25 of 32 cases and between a branch of the common femoral or external iliac …

Salaries, Degrees, And Babies: Trends In Fertility By Income And Education Among Japanese Men And Women Born 1943-1975-Analysis Of National Surveys, Cyrus Ghaznavi, Haruka Sakamoto, Lisa Yamasaki, Shuhei Nomura, Daisuke Yoneoka, Kenji Shibuya, Peter Ueda

Open Access Publications

BACKGROUND: While fertility rates have decreased during the second half of the 20th century in Japan, little is known regarding trends in the number of children that men and women have across birth cohorts and whether these differ by education and income.

METHODS: We used data from four rounds of the National Fertility Survey (1992, 2005, 2010 and 2015) and included men and women aged 40-49 years (16728 men and 17628 women). By 5-year birth cohorts, we assessed the distribution of number of children (0, 1, 2 and 3 or more) and total fertility (the mean number of children) at …

Wormbase In 2022-Data, Processes, And Tools For Analyzing Caenorhabditis Elegans, Paul Davis, Tim Schedl, Et Al

Open Access Publications

WormBase (www.wormbase.org) is the central repository for the genetics and genomics of the nematode Caenorhabditis elegans. We provide the research community with data and tools to facilitate the use of C. elegans and related nematodes as model organisms for studying human health, development, and many aspects of fundamental biology. Throughout our 22-year history, we have continued to evolve to reflect progress and innovation in the science and technologies involved in the study of C. elegans. We strive to incorporate new data types and richer data sets, and to provide integrated displays and services that avail the knowledge generated by the …

Tumor Microenvironment Enriches The Stemness Features: The Architectural Event Of Therapy Resistance And Metastasis, Palanisamy Nallasamy, Rama Krishna Nimmakayala, Seema Parte, Abhirup C. Are, Surinder K. Batra, Moorthy P. Ponnusamy

Journal Articles: Biochemistry & Molecular Biology

Cancer divergence has many facets other than being considered a genetic term. It is a tremendous challenge to understand the metastasis and therapy response in cancer biology; however, it postulates the opportunity to explore the possible mechanism in the surrounding tumor environment. Most deadly solid malignancies are distinctly characterized by their tumor microenvironment (TME). TME consists of stromal components such as immune, inflammatory, endothelial, adipocytes, and fibroblast cells. Cancer stem cells (CSCs) or cancer stem-like cells are a small sub-set of the population within cancer cells believed to be a responsible player in the self-renewal, metastasis, and therapy response of …

Caregiver Willingness To Give Tpt To Children Living With Drug-Resistant Tb Patients, V. Rouzier, M. Murrill, S. Kim, L. Naini, J. Shenje, E. Mitchell, M. Raesi, M. Lourens, A. Mendoza, F. Conradie, N. Suryavanshi, M. Hughes, S. Shah, G. Churchyard, Susan Swindells, A. Hesseling, A. Gupta

Journal Articles: Infectious Diseases

Pediatric household contacts (HHCs) of patients with multidrug-resistant TB (MDR-TB) are at high risk of infection and active disease. Evidence of caregiver willingness to give MDR-TB preventive therapy (TPT) to children is limited.METHODS This was a cross-sectional study of HHCs of patients with MDR-TB to assess caregiver willingness to give TPT to children aged <13 years.RESULTS Of 743 adult and adolescent HHCs, 299 reported caring for children aged <13 years of age. The median caregiver age was 35 years (IQR 27-48); 75% were women. Among caregivers, 89% were willing to give children MDR TPT. In unadjusted analyses, increased willingness was associated with TB-related knowledge (OR 5.1, 95% CI 2.3-11.3), belief that one can die of MDR-TB (OR 5.2, 95% CI 1.2-23.4), concern for MDR-TB transmission to child (OR 4.5, 95% CI 1.6-12.4), confidence in properly taking TPT (OR 4.5, 95% CI 1.6-12.6), comfort telling family about TPT (OR 5.5, 95% CI 2.1-14.3), and willingness to take TPT oneself (OR 35.1, 95% CI 11.0-112.8).CONCLUSIONS A high percentage of caregivers living with MDR- or rifampicin-resistant TB patients were willing to give children a hypothetical MDR TPT. These results provide important evidence for the potential uptake of …

The Prevalence And Spectrum Of Reported Incidental Adrenal Abnormalities In Abdominal Computed Tomography Of Cancer Patients: The Experience Of A Comprehensive Cancer Center, Aiham Qdaisat, Sara Bedrose, Obadah Ezzeldin, Ahmed W Moawad, Sai-Ching J Yeung, Khaled M Elsayes, Mouhammed Amir Habra

Faculty, Staff and Students Publications

BACKGROUND: The increasing use of computed tomography (CT) has identified many patients with incidental adrenal lesions. Further evaluation of these lesions is often dependent on the language used in the radiology report. Compared to the general population, patients with cancer have a higher risk for adrenal abnormalities, yet data on the prevalence and type of incidental adrenal lesions reported on radiologic reports in cancer patients is limited. In this study, we aimed to determine the prevalence and nature of adrenal abnormalities as an incidental finding reported on radiology reports of cancer patients evaluated for reasons other than suspected adrenal pathology. …

Inpatient Coding System And Opportunities For Documentation Optimization: An Interactive Session For Internal Medicine Residents, Lindsey Jordan Gay, Doris Lin, Ziba Colah, Glynda Raynaldo

Faculty, Staff and Students Publications

INTRODUCTION: The Inpatient Prospective Payment System, the framework for categorization of admissions, is based upon physician documentation leading to International Classification of Diseases, Tenth Revision code generation and Medical Severity Diagnosis-Related Group (MS-DRG) assignment. In this curriculum, we introduced internal medicine residents to this inpatient coding framework and its effects on hospital quality metrics and reimbursement. We focused on educating learners about the importance of physicians being proficient in providing thorough and specific clinical documentation to produce appropriate DRG assignment.

METHODS: Internal medicine residents participated in a 90-minute session that introduced the basic framework of inpatient coding, discussed effects of …

An Evidence-Based, Structured, Expert Approach To Selecting Essential Indicators Of Primary Care Quality, Sylvia J Hysong, Kelley Arredondo, Ashley M Hughes, Houston F Lester, Frederick L Oswald, Laura A Petersen, Lechauncy Woodard, Edward Post, Shelly Deperalta, Daniel R Murphy, Jason Mcknight, Karin Nelson, Paul Haidet

Faculty, Staff and Students Publications

BACKGROUND: The purpose of this article is to illustrate the application of an evidence-based, structured performance measurement methodology to identify, prioritize, and (when appropriate) generate new measures of health care quality, using primary care as a case example. Primary health care is central to the health care system and health of the American public; thus, ensuring high quality is essential. Due to its complexity, ensuring high-quality primary care requires measurement frameworks that can assess the quality of the infrastructure, workforce configurations, and processes available. This paper describes the use of the Productivity Measurement and Enhancement System (ProMES) to compile a …

The Healthy Native Youth Implementation Toolbox: Using Implementation Mapping To Adapt An Online Decision Support System To Promote Culturally-Relevant Sexual Health Education For American Indian And Alaska Native Youth, Christine M Markham, Stephanie Craig Rushing, Jane Manthei, Michelle Singer, Cornelia Jessen, Gwenda Gorman, Melissa F Peskin, Belinda F Hernandez, Lea Sacca, Gabrielle S Evans, Claudia Luna-Meza, Zoe Merritt, Ross Shegog

Faculty, Staff and Student Publications

BACKGROUND: American Indian and Alaska Native (AI/AN) youth experience serious disparities in sexual and reproductive health, including the highest teen birth rate among racial/ethnic groups, and disproportionate rates of sexually transmitted infections (STI), including HIV. A growing number of evidence-based programs (EBPs) that integrate the strengths and cultural teachings of Native communities exist. Yet, multiple factors, including lack of trained personnel, limited resources, and geographic isolation, may hinder their adoption and implementation. Innovative implementation strategies that facilitate the adoption and implementation of sexual health EBPs in Native communities may help reduce these disparities.

METHODS: We applied Implementation Mapping, a systematic …

Application Of Artificial Intelligence And Machine Learning For Hiv Prevention Interventions, Yang Xiang, Jingcheng Du, Kayo Fujimoto, Fang Li, John Schneider, Cui Tao

Faculty, Staff and Student Publications

In 2019, the US Government announced its goal to end the HIV epidemic within 10 years, mirroring the initiatives set forth by UNAIDS. Public health prevention interventions are a crucial part of this ambitious goal. However, numerous challenges to this goal exist, including improving HIV awareness, increasing early HIV infection detection, ensuring rapid treatment, optimising resource distribution, and providing efficient prevention services for vulnerable populations. Artificial intelligence has had a pivotal role in revolutionising health care and has shown great potential in developing effective HIV prevention intervention strategies. Although artificial intelligence has been used in a few HIV prevention intervention …