Jonathan P. Bona

Assistant Professor

UAMS

Also affiliated: University of Arkansas Medical Center (2019–2023); University at Buffalo, State University of New York (2009–2016)

Faculty Researcher

11 h-index 68 pubs 375 cited

Research Areas

Biomedical Subjects

Links

ORCID UAMS TRI Profile

OverviewAI-generated summary

Jonathan P. Bona's research focuses on the application of artificial intelligence and semantic technologies to medical data. He investigates methods for de-identifying clinical and imaging data for use in AI-driven health imaging projects and for implementing data standards in oncology for AI applications. His work also explores the semantic integration of multi-modal data, including neuroimaging results, within healthcare systems such as the Arkansas Imaging Enterprise System (ARIES).

Dr. Bona's research extends to understanding patient and caregiver experiences, including analyzing caregiver burden expressed in social media and examining socioeconomic determinants of remote patient monitoring implementation. He has also investigated the temporal association between controlled substance acquisition and opioid overdose fatalities. His contributions are supported by a $212,716 NIH grant for the Arkansas Center for Health Disparities T32 Pre-doctoral Research Training Program, where he serves as Co-PI.

His scholarship metrics include an h-index of 10, with 68 total publications and 363 total citations. He has established collaborations with several colleagues at the University of Arkansas for Medical Sciences, including Joseph Utecht, Fred Prior, Aaron S. Kemp, and Mathias Brochhausen, with whom he shares multiple publications.

Metrics

h-index: 11
Publications: 68
Citations: 375

Selected Publications

Ontology-Aligned Representation of Adverse Events in a Multiple Myeloma Clinical Trial (2026)

Studies in health technology and informatics DOI OpenAlex
Generation of Interactive Knowledge Graphs to Enable Research of the Effects of Trauma Center Organization on Patient Outcomes (2025)

Lecture notes in computer science DOI OpenAlex
An Activation Likelihood Estimation Meta-Analysis of Voxel-Based Morphometry Studies of Chemotherapy-Related Brain Volume Changes in Breast Cancer (2025)

Cancers 1 citation DOI OpenAlex
New implementation of data standards for AI in oncology: Experience from the EuCanImage project (2024)

GigaScience 3 citations DOI OpenAlex
Expanding the Ontology of Organizational Structures of Trauma Centers and Trauma Systems. (2024)

PubMed OpenAlex
Knowledge Representation and Management in the Age of Long Covid and Large Language Models: a 2022-2023 Survey (2024)

Yearbook of Medical Informatics 1 citation DOI OpenAlex
Comparative Analysis of Adverse Event Reporting on Reddit and the FDA Adverse Event Reporting System (FAERS) (2024)

medRxiv DOI OpenAlex
ADVANCE: a biomedical informatics approach to investigate acute kidney injury in infants (2024)

Pediatric Research 2 citations DOI OpenAlex
EPH169 Integrating Structured and Unstructured Data in Total Hip Arthroplasty Evaluation: A Comprehensive Analysis for Enhanced Device Safety (2024)

Value in Health DOI OpenAlex
Documenting the de-identification process of clinical and imaging data for AI for health imaging projects (2024)

Insights into Imaging 21 citations DOI OpenAlex
New implementation of data standards for AI in oncology. Experience from the EuCanImage project (2024)

medRxiv 3 citations DOI OpenAlex
HCV Medication Receipt Among Individuals With Methamphetamine, Opioid, and Alcohol Use Disorders in Arkansas, 2018–2022: A Long Road Ahead for HCV Elimination in the US South (2024)

Journal of Drug Issues DOI OpenAlex
235 Use of Community Review Boards to Evaluate the Utility of the ICF Navigator - A Browser-based Tool to Create Plain-Language Informed Consent Forms (2023)

Journal of Clinical and Translational Science 1 citation DOI OpenAlex
Socioeconomic Determinants of Remote Patient Monitoring Implementation Among Rural and Urban Hospitals (2023)

Telemedicine Journal and e-Health 14 citations DOI OpenAlex
Analysis of Caregiver Burden Expressed in Social Media Discussions (2023)

International Journal of Environmental Research and Public Health 18 citations DOI OpenAlex

View all publications on OpenAlex →

Federal Grants 1 $212,716 total

NIH Co-PI Apr 2020 - Apr 2030

Arkansas Center for Health Disparities T32 Pre-doctoral Research Training Program

National Institute on Minority Health and Health Disparities $212,716 T32

Grants & Funding

As listed on this researcher's institutional profile. Federal awards with verified records are shown above.

Tools for data curation, quality control and data interoperability European Commission via Universitat de Barcelona
TCIA Sustainment and Scalability - Platforms for Quantitative Imaging Informatics in Precision Medicine - Year 4 - Continuation NIH/Nat. Cancer Institute
TCIA Sustainment and Scalability - Platforms for Quantitative Imaging Informatics in Precision Medicine NIH
Trauma Institutional Priorities and Teams for Outcome Efficacy (TIPTOE) NIH