Jonathan P. Bona

Assistant Professor

University of Arkansas for Medical Sciences

faculty

jpbona@uams.edu

10 h-index 64 pubs 331 cited

Research Areas

Medical Imaging Techniques and Applications AI in cancer detection Health Policy Implementation Science Natural Language Processing Techniques Health and Medical Research Impacts Telemedicine and Telehealth Implementation Behavioral Health and Interventions Substance Abuse Treatment and Outcomes

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OverviewAI-generated summary

Jonathan P. Bona's research investigates the integration and application of data standards and technologies within health sciences, with a particular focus on AI for health imaging and data pseudonymization. He has authored publications on documenting de-identification processes for AI in health imaging, the semantic integration of multi-modal data using platforms like PRISM within the Arkansas Imaging Enterprise System (ARIES), and the implementation of data standards for AI in oncology, drawing from experiences in projects such as EuCanImage.

His work also explores the socioeconomic factors influencing the implementation of remote patient monitoring and analyzes caregiver burden expressed in social media discussions. Additionally, Bona has examined the temporal associations between controlled substance acquisition and opioid overdose events. He holds an h-index of 10 with 331 citations across 64 publications. Bona has received funding for the Arkansas Center for Health Disparities T32 Pre-doctoral Research Training Program from the NIH, serving as Co-PI on this $210,228 award. He collaborates with researchers at the University of Arkansas for Medical Sciences, including Joseph Utecht, Fred Prior, Aaron S. Kemp, and Mathias Brochhausen.

Metrics

  • h-index: 10
  • Publications: 64
  • Citations: 331

Selected Publications

  • An Activation Likelihood Estimation Meta-Analysis of Voxel-Based Morphometry Studies of Chemotherapy-Related Brain Volume Changes in Breast Cancer (2025) DOI
  • New implementation of data standards for AI in oncology: Experience from the EuCanImage project (2024) DOI
  • Expanding the Ontology of Organizational Structures of Trauma Centers and Trauma Systems. (2024)
  • Knowledge Representation and Management in the Age of Long Covid and Large Language Models: a 2022-2023 Survey (2024) DOI
  • Comparative Analysis of Adverse Event Reporting on Reddit and the FDA Adverse Event Reporting System (FAERS) (2024) DOI
  • ADVANCE: a biomedical informatics approach to investigate acute kidney injury in infants (2024) DOI
  • Documenting the de-identification process of clinical and imaging data for AI for health imaging projects (2024) DOI
  • New implementation of data standards for AI in oncology. Experience from the EuCanImage project (2024) DOI
  • 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) DOI
  • 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) DOI
  • Socioeconomic Determinants of Remote Patient Monitoring Implementation Among Rural and Urban Hospitals (2023) DOI
  • Analysis of Caregiver Burden Expressed in Social Media Discussions (2023) DOI
  • The informed consent form navigator: a tool for producing readable and compliant consent documents (2022) DOI
  • The PRISM semantic cohort builder: a novel tool to search and access clinical data in TCIA imaging collections (2022) DOI
  • Semantic Integration of Multi-Modal Data and Derived Neuroimaging Results Using the Platform for Imaging in Precision Medicine (PRISM) in the Arkansas Imaging Enterprise System (ARIES) (2022) DOI

Federal Grants 1 $210,228 total

NIH/NIH Office of the Director Co-PI Apr 2020 - Apr 2030

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

NIH Office of the Director $210,228 T32

Grants & Funding

Collaborators

Researchers in the database who share publications

Joseph Utecht University of Arkansas for Medical Sciences 5 shared publications Fred Prior University of Arkansas for Medical Sciences 4 shared publications Aaron S. Kemp University of Arkansas for Medical Sciences 4 shared publications Mathias Brochhausen University of Arkansas for Medical Sciences 4 shared publications Michael Rutherford University of Arkansas for Medical Sciences 4 shared publications Bradley C. Martin University of Arkansas for Medical Sciences 3 shared publications Corey J. Hayes University of Arkansas for Medical Sciences 3 shared publications Linda Larson‐Prior University of Arkansas for Medical Sciences 3 shared publications

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