A5001636786- Biomedical Text Mining and Ontologies
- Food Security and Health in Diverse Populations
- Health disparities and outcomes
- Chronic Disease Management Strategies
- Data Quality and Management
- Semantic Web and Ontologies
- Genomics and Rare Diseases
- Machine Learning in Healthcare
- Innovations in Medical Education
- Electronic Health Records Systems
- Leadership, Courage, and Heroism Studies
- Ethics in Clinical Research
University of Arkansas for Medical Sciences
2022-2023
This paper provides an overview of current linguistic and ontological challenges which have to be met in order provide full support the transformation health ecosystems meet precision medicine (5 PM) standards. It highlights both standardization interoperability aspects regarding formal, controlled representations clinical research data, requirements for smart produce encode content a way that humans machines can understand process it. Starting from text-centered communication practices...
To improve patient outcomes after trauma, the need to decrypt post-traumatic immune response has been identified. One prerequisite drive advancement in understanding that domain is implementation of surgical biobanks. This paper focuses on patients with one two diagnoses: arthritis and osteomyelitis. In creating biobanks, currently, many obstacles must be overcome. Roadblocks exist around scoping data collected, semantic integration these data. this paper, generic component model Semantic...
Social and behavioral aspects of our lives significantly impact health, yet minimal social determinants health (SDOH) data elements are collected in the healthcare system.In this proof-of-concept study we developed a repeatable SDOH enrichment integration process to incorporate dynamically evolving domain concepts from consumers into clinical data. This included mapping, linking compiled consumer patient records Electronic Health Records, quality analysis preprocessing, storage.Consumer...
Background: The murder of George Floyd created national outcry that echoed down to institutions, including universities and academic systems take a hard look at systematic systemic racism in higher education. This motivated the creation fear tension-minimizing, curricular offering, “Courageous Conversations,” collaboratively engaging students, staff, faculty matters diversity, equity, inclusion (DEI) Department Health Outcomes Biomedical Informatics University Florida. Methods: A qualitative...
Abstract Background Clinical early warning scoring systems, have improved patient outcomes in a range of specializations and global contexts. These systems are used to predict deterioration. A multitude patient-level physiological decompensation data has been made available through the widespread integration within EHRs across national international health care organizations. can be promote secondary research. The diversity various EHR is one barrier analysis score data. Given that...
Abstract Social and behavioral aspects of our lives significantly impact health, yet minimal social determinants health (SDOH) data elements are collected in the healthcare system. In this study we developed a repeatable SDOH enrichment integration process to incorporate dynamically evolving domain concepts from consumers into clinical data. This included mapping, linking compiled consumer data, quality analysis preprocessing, storage, visualization. Our preliminary shows commercial can be...