Research Profile
Areas of Interest
- Diabetes
- Pediatric Neuropsychology
- Special populations
Publications
Academic Articles
2024
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models.
Journal of healthcare informatics research.
8(3):463-477
[DOI] 10.1007/s41666-024-00166-5.
[PMID] 39131104.
2024
Feasibility of Identifying Factors Related to Alzheimer’s Disease and Related Dementia in Real-World Data.
medRxiv : the preprint server for health sciences.
[DOI] 10.1101/2024.02.10.24302621.
[PMID] 38405723.
2024
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.
Proceedings. IEEE International Conference on Healthcare Informatics.
2024:305-311
[DOI] 10.1109/ichi61247.2024.00046.
[PMID] 39726986.
2024
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction.
Journal of biomedical informatics.
153
[DOI] 10.1016/j.jbi.2024.104630.
[PMID] 38548007.
2024
Social determinants of health and newer glucose-lowering drugs adoption among US Medicare beneficiaries with type 2 diabetes.
Journal of managed care & specialty pharmacy.
30(11):1298-1307
[DOI] 10.18553/jmcp.2024.30.11.1298.
[PMID] 39471265.
2023
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients.
Proceedings. IEEE International Conference on Healthcare Informatics.
2023:756-759
[DOI] 10.1109/ichi57859.2023.00139.
[PMID] 39070248.
2022
Impacts of Eligibility Criteria on Trial Participants’ Age in Alzheimer’s Disease Clinical Trials.
AMIA … Annual Symposium proceedings. AMIA Symposium.
2022:368-376
[PMID] 37128470.
2022
Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings From Florida.
Diabetes.
71(12):2702-2706
[DOI] 10.2337/db22-0549.
[PMID] 36094294.
2022
The Impact of Race-Ethnicity and Diagnosis of Alzheimer’s Disease and Related Dementias on Mammography Use.
Cancers.
14(19)
[DOI] 10.3390/cancers14194726.
[PMID] 36230648.
Grants
Oct 2024
ACTIVE
Using Machine Learning to Identify Risk Factors for Poor Post-Surgery Gains in Rural Veterans Undergone Joint Arthroplasty
Role: Principal Investigator
Funding: US DEPT OF VET AFF GAINESVILLE MED CTR
Aug 2024
ACTIVE
iSMART: intelligent Social risk Management in AD/ADRD paTients
Role: Faculty
Funding: NATL INST OF HLTH NIA
Dec 2023
– Sep 2024
VA IPA – Geospatial analysis of racial and rural-nonrural disparities in adherence to follow-up lung cancer screening recommendations in Veterans
Role: Principal Investigator
Funding: US DEPT OF VET AFF GAINESVILLE MED CTR
Oct 2023
– Oct 2024
Predicative Modeling of the Prevalence of Non-Small Cell Lung Cancer Biomarkers
Role: Co-Investigator
Funding: RUTGERS STATE UNIV
via DAIICHI SANKYO
Feb 2023
ACTIVE
Eligibility criteria design for Alzheimers trials with real-world data and explainable AI
Role: Co-Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV
via NATL INST OF HLTH NIA
Feb 2023
– Dec 2023
VA IPA – Geospatial analysis of racial and rural-nonrural disparities in adherence to follow-up lung cancer screening recommendations in Veterans
Role: Principal Investigator
Funding: US DEPT OF VET AFF GAINESVILLE MED CTR
Education
Ph.D. in Computer Engineering
2020
·
University of Florida
Master of Science in Computer Engineering
2014-2016
·
University of Florida
Contact Details
Emails:
- Business:
- chenaokun1990@ufl.edu
Addresses:
- Business Mailing:
-
PO Box 100147
GAINESVILLE FL 32611 - Business Street:
-
1889 MUSEUM RD STE 7000 FL 7
GAINESVILLE FL 32610