William Hogan

William Hogan, M.D., M.S.

Director Of Biomedical Informatics And Data Science

Department: MD-HOBI-BIOMED INFORMATICS
Business Phone: (352) 294-4197
Business Email: hoganwr@ufl.edu

About William Hogan

Dr. Hogan is Director of the Division of Biomedical Informatics in the Department of Health Outcomes and Biomedical Informatics, Director of Biomedical Informatics for the Clinical and Translational Science Institute at the University of Florida, and Director of Informatics for the statewide OneFlorida Clinical Research Consortium. He is the co-principal investigator on OneFlorida’s Clinical Data Research Network, which makes OneFlorida part of the National Patient Centered Clinical Research Network or PCORnet. OneFlorida is one of just 9 Clinical Research Networks in PCORnet 2.0 nationwide. Dr. Hogan is a Professor in the College of Medicine, Department of Health Outcomes and Policy at the University of Florida. To these endeavors, he brings over 20 years of experience in development and implementation of large informatics systems, electronic health records, healthcare data warehouses at three institutions and the OneFlorida Data Trust, the National Retail Data Monitor for biosurveillance, and a suite of research informatics applications used in the National Children’s Study. Dr. Hogan is an accomplished researcher and practitioner of biomedical informatics, with expertise and research interests in biomedical ontology and terminology, electronic health records, research informatics, and biosurveillance. He has authored over 60 journal publications and peer-reviewed papers at conferences and has been principal investigator or co-investigator on over $90M of grant funding.

Accomplishments

University Term Professor
2020-2023 · University of Florida
Elected Fellow, American College of Medical Informatics
2016-2020 · American College of Medical Informatics
Plank Owner
2013 · National Children’s Study
Distinguished Paper Reviewer
2011 · Scientific Program Committee of the American Medical Informatics Association Fall Symposium
Recognition for outstanding contribution
2011 · National Children’s Study
Award, UPMC Interoperability Team, for Excellence
2009 · AMDIS (Association of Medical Directors of Information Systems)
Second place, Student Paper Competition
1996 · American Medical Informatics Association Fall Symposium

Research Profile

Dr. Hogan has research interests and expertise in biomedical ontology and terminology, translational science, the reuse of clinical and administrative data—especially electronic health record data—in research, and the development and deployment of large-scale informatics systems that span the state of Florida and the nation. He also has a strong research interest in the fundamental ways in which information is structured and represents biomedical reality, as well as how mismatches between information and reality impact data and information quality. Dr. Hogan has led or played a significant leadership role in the successful creation, implementation, and ongoing operation of (1) a national system for biosurveillance using point-of-sale data of over-the-counter healthcare products, (2) a system used for biosurveillance in Pennsylvania (the success of which led to several additional state and county health departments adopting the system), (3) a suite of open-source software applications for use in clinical and translational science both at a single institution and at multiple institutions participating in the National Children’s Study, (4) institutional and state-wide integrated data repositories in support of research, (5) electronic health records.

Open Researcher and Contributor ID (ORCID)

0000-0002-9881-1017

Areas of Interest
  • Biomedical ontology
  • Biomedical terminology
  • Clinical and translational science
  • Electronic medical records

Publications

2021
Aligning Patient Acuity with Resource Intensity after Major Surgery: A Scoping Review.
Annals of surgery. [DOI] 10.1097/SLA.0000000000005079. [PMID] 34261886.
2021
An external exposome-wide association study of COVID-19 mortality in the United States.
The Science of the total environment. 768 [DOI] 10.1016/j.scitotenv.2020.144832. [PMID] 33450687.
2021
Applications of artificial intelligence in drug development using real-world data.
Drug discovery today. 26(5):1256-1264 [DOI] 10.1016/j.drudis.2020.12.013. [PMID] 33358699.
2021
Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease.
NPJ digital medicine. 4(1) [DOI] 10.1038/s41746-021-00452-1. [PMID] 33990663.
2021
Semantic standards of external exposome data.
Environmental research. 197 [DOI] 10.1016/j.envres.2021.111185. [PMID] 33901445.
2020
A realism-based approach to an ontological representation of symbiotic interactions.
BMC medical informatics and decision making. 20(1) [DOI] 10.1186/s12911-020-01273-0. [PMID] 33032576.
2020
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data.
Journal of the American Medical Informatics Association : JAMIA. 27(12):1999-2010 [DOI] 10.1093/jamia/ocaa245. [PMID] 33166397.
2020
Clinical concept extraction using transformers.
Journal of the American Medical Informatics Association : JAMIA. 27(12):1935-1942 [DOI] 10.1093/jamia/ocaa189. [PMID] 33120431.
2020
Clinical Trial Generalizability Assessment in the Big Data Era: A Review.
Clinical and translational science. 13(4):675-684 [DOI] 10.1111/cts.12764. [PMID] 32058639.
2020
Combination Antihypertensive Therapy Prescribing and Blood Pressure Control in a Real-World Setting.
American journal of hypertension. 33(4):316-324 [DOI] 10.1093/ajh/hpz196. [PMID] 31853537.
2020
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2020:514-523 [PMID] 33936425.
View on: PubMed
2020
Identifying relations of medications with adverse drug events using recurrent convolutional neural networks and gradient boosting.
Journal of the American Medical Informatics Association : JAMIA. 27(1):65-72 [DOI] 10.1093/jamia/ocz144. [PMID] 31504605.
2020
International Classification of Diseases, Tenth Revision, Clinical Modification social determinants of health codes are poorly used in electronic health records.
Medicine. 99(52) [DOI] 10.1097/MD.0000000000023818. [PMID] 33350768.
2020
Optimizing Antihypertensive Medication Classification in Electronic Health Record-Based Data: Classification System Development and Methodological Comparison.
JMIR Medical Informatics. 8(2) [DOI] 10.2196/14777. [PMID] 32130152.
2020
Optimizing identification of resistant hypertension: Computable phenotype development and validation.
Pharmacoepidemiology and drug safety. 29(11):1393-1401 [DOI] 10.1002/pds.5095. [PMID] 32844549.
2020
Postnatal pediatric systemic antibiotic episodes during the first three years of life are not associated with mode of delivery.
PloS one. 15(3) [DOI] 10.1371/journal.pone.0229861. [PMID] 32130278.
2020
Predicting in-hospital mortality of patients with febrile neutropenia using machine learning models.
International journal of medical informatics. 139 [DOI] 10.1016/j.ijmedinf.2020.104140. [PMID] 32325370.
2019
A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute Settings.
IEEE International Conference on Healthcare Informatics. IEEE International Conference on Healthcare Informatics. 2019 [DOI] 10.1109/ICHI.2019.8904544. [PMID] 31879734.
2019
A study of deep learning methods for de-identification of clinical notes in cross-institute settings.
BMC medical informatics and decision making. 19(Suppl 5) [DOI] 10.1186/s12911-019-0935-4. [PMID] 31801524.
2019
Antihypertensive therapy prescribing patterns and correlates of blood pressure control among hypertensive patients with chronic kidney disease.
Journal of clinical hypertension (Greenwich, Conn.). 21(1):91-101 [DOI] 10.1111/jch.13429. [PMID] 30427124.
2019
Assessing the Validity of a a priori Patient-Trial Generalizability Score using Real-world Data from a Large Clinical Data Research Network: A Colorectal Cancer Clinical Trial Case Study.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2019:1101-1110 [PMID] 32308907.
View on: PubMed
2019
Enhancing the drug ontology with semantically-rich representations of National Drug Codes and RxNorm unique concept identifiers.
BMC bioinformatics. 20(Suppl 21) [DOI] 10.1186/s12859-019-3192-8. [PMID] 31865907.
2019
Implementing a hash-based privacy-preserving record linkage tool in the OneFlorida clinical research network.
JAMIA open. 2(4):562-569 [DOI] 10.1093/jamiaopen/ooz050. [PMID] 32025654.
2019
MADEx: A System for Detecting Medications, Adverse Drug Events, and Their Relations from Clinical Notes.
Drug safety. 42(1):123-133 [DOI] 10.1007/s40264-018-0761-0. [PMID] 30600484.
2019
MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery.
Annals of surgery. 269(4):652-662 [DOI] 10.1097/SLA.0000000000002706. [PMID] 29489489.
2019
Objectively measured pediatric obesity prevalence using the OneFlorida Clinical Research Consortium.
Obesity research & clinical practice. 13(1):12-15 [DOI] 10.1016/j.orcp.2018.10.002. [PMID] 30391132.
2018
Characterization of adult obesity in Florida using the OneFlorida clinical research consortium.
Obesity science & practice. 4(4):308-317 [DOI] 10.1002/osp4.274. [PMID] 30151226.
2018
Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2018:1110-1117 [PMID] 30815153.
View on: PubMed
2018
Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2018:1601-1610 [PMID] 30815206.
View on: PubMed
2018
OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system.
BMC medical informatics and decision making. 18(Suppl 2) [DOI] 10.1186/s12911-018-0635-5. [PMID] 30066655.
2018
OneFlorida Clinical Research Consortium: Linking a Clinical and Translational Science Institute With a Community-Based Distributive Medical Education Model.
Academic medicine : journal of the Association of American Medical Colleges. 93(3):451-455 [DOI] 10.1097/ACM.0000000000002029. [PMID] 29045273.
2018
Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample.
Journal of medical Internet research. 20(4) [DOI] 10.2196/jmir.8961. [PMID] 29650502.
2018
Representing the Aboutness of a Diagnosis.
Studies in health technology and informatics. 247:805-809 [PMID] 29678072.
View on: PubMed
2018
Sustainability considerations for clinical and translational research informatics infrastructure
Journal of clinical and translational science. 2(5):267-275 [DOI] 10.1017/cts.2018.332. [PMID] 30828467.
2017
Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2017:849-858 [PMID] 29854151.
View on: PubMed
2017
OC-2-KB: A software pipeline to build an evidence-based obesity and cancer knowledge base.
Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 2017:1284-1287 [DOI] 10.1109/BIBM.2017.8217845. [PMID] 29629236.
2017
Semantics-Powered Healthcare Engineering and Data Analytics.
Journal of healthcare engineering. 2017 [DOI] 10.1155/2017/7983473. [PMID] 29214005.
2017
The Building Blocks of Interoperability. A Multisite Analysis of Patient Demographic Attributes Available for Matching.
Applied clinical informatics. 8(2):322-336 [DOI] 10.4338/ACI-2016-11-RA-0196. [PMID] 28378025.
2017
Therapeutic indications and other use-case-driven updates in the drug ontology: anti-malarials, anti-hypertensives, opioid analgesics, and a large term request.
Journal of biomedical semantics. 8(1) [DOI] 10.1186/s13326-017-0121-5. [PMID] 28253937.
2017
Towards A Privacy Preserving Cohort Discovery Framework For Clinical Research Networks.
Journal of Biomedical Informatics. 66:42-51 [DOI] 10.1016/j.jbi.2016.12.008. [PMID] 28007583.
2017
Towards a privacy preserving cohort discovery framework for clinical research networks.
Journal of biomedical informatics. 66:42-51 [DOI] 10.1016/j.jbi.2016.12.008. [PMID] 28007583.
2016
Adding evidence type representation to DIDEO.
CEUR workshop proceedings. 1747 [PMID] 33139971.
View on: PubMed
2016
An accurate and precise representation of drug ingredients.
Journal of biomedical semantics. 7 [DOI] 10.1186/s13326-016-0048-2. [PMID] 27096073.
2016
Assessing the Comorbidity Gap between Clinical Studies and Prevalence in Elderly Patient Populations.
… IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics. 2016:136-139 [PMID] 27738664.
View on: PubMed
2016
Diagnosis, misdiagnosis, lucky guess, hearsay, and more: an ontological analysis.
Journal of biomedical semantics. 7(1) [DOI] 10.1186/s13326-016-0098-5. [PMID] 27633888.
2016
Examining Healthcare Utilization Patterns of Elderly Middle-Aged Adults in the United States.
Proceedings of the … International Florida AI Research Society Conference. Florida AI Research Symposium. 2016:361-366 [PMID] 27430035.
View on: PubMed
2016
The Apollo Structured Vocabulary: an OWL2 ontology of phenomena in infectious disease epidemiology and population biology for use in epidemic simulation.
Journal of biomedical semantics. 7 [DOI] 10.1186/s13326-016-0092-y. [PMID] 27538448.
2016
The ontology of medically related social entities: recent developments.
Journal of biomedical semantics. 7 [DOI] 10.1186/s13326-016-0087-8. [PMID] 27406187.
2016
Towards an Obesity-Cancer Knowledge Base: Biomedical Entity Identification and Relation Detection.
Proceedings. IEEE International Conference on Bioinformatics and Biomedicine. 2016:1081-1088 [DOI] 10.1109/BIBM.2016.7822672. [PMID] 28503356.
2015
Formalizing knowledge and evidence about potential drug-drug interactions
.
2015
Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2015:611-20 [PMID] 26958196.
View on: PubMed
2014
Automated Tools for Clinical Research Data Quality Control using NCI Common Data Elements.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2014:60-9 [PMID] 25717402.
View on: PubMed
2014
CLARA: an integrated clinical research administration system.
Journal of the American Medical Informatics Association : JAMIA. 21(e2):e369-73 [DOI] 10.1136/amiajnl-2013-002616. [PMID] 24778201.
2014
CollaborationViz: interactive visual exploration of biomedical research collaboration networks.
PloS one. 9(11) [DOI] 10.1371/journal.pone.0111928. [PMID] 25405477.
2014
Social network analysis of biomedical research collaboration networks in a CTSA institution.
Journal of biomedical informatics. 52:130-40 [DOI] 10.1016/j.jbi.2014.01.015. [PMID] 24560679.
2014
Towards a foundational representation of potential drug-drug interaction knowledge.
CEUR workshop proceedings. 1309:16-31 [PMID] 33139970.
View on: PubMed
2013
Apollo: giving application developers a single point of access to public health models using structured vocabularies and Web services.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2013:1415-24 [PMID] 24551417.
View on: PubMed
2013
Building a drug ontology based on RxNorm and other sources
J Biomed Semantics. 4(1) [DOI] 10.1186/2041-1480-4-44. [PMID] 24345026.
2013
Building a drug ontology based on RxNorm and other sources.
Journal of biomedical semantics. 4(1) [DOI] 10.1186/2041-1480-4-44. [PMID] 24345026.
2013
Developing a semantically rich ontology for the biobank-administration domain.
Journal of biomedical semantics. 4(1) [DOI] 10.1186/2041-1480-4-23. [PMID] 24103726.
2013
Evidence of community structure in biomedical research grant collaborations.
Journal of biomedical informatics. 46(1):40-6 [DOI] 10.1016/j.jbi.2012.08.002. [PMID] 22981843.
2013
Towards a Consistent and Scientifically Accurate Drug Ontology.
CEUR workshop proceedings. 1060:68-73 [PMID] 27867326.
View on: PubMed
2012
Acute and chronic acetaminophen use and renal disease: a case-control study using pharmacy and medical claims.
Journal of managed care pharmacy : JMCP. 18(3):234-246 [DOI] 10.18553/jmcp.2012.18.3.234. [PMID] 22468732.
2012
Developing an ontology for sharing biobank data based on the BBMRI minimum data set MIABIS
.
2012
Prescription-acquired acetaminophen use and the risk of asthma in adults: a case-control study.
The Annals of pharmacotherapy. 46(12):1598-1608 [DOI] 10.1345/aph.1R430. [PMID] 23170033.
2011
Natural Language Processing methods and systems for biomedical ontology learning.
Journal of biomedical informatics. 44(1):163-79 [DOI] 10.1016/j.jbi.2010.07.006. [PMID] 20647054.
2011
Results: Survey of pediatric urology electronic medical records-use and perspectives.
The Journal of urology. 186(4 Suppl):1740-4 [DOI] 10.1016/j.juro.2011.04.022. [PMID] 21862073.
2011
Temporal evolution of biomedical research grant collaborations across multiple scales–a CTSA baseline study.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2011:987-93 [PMID] 22195158.
View on: PubMed
2011
Towards an ontological theory of substance intolerance and hypersensitivity.
Journal of biomedical informatics. 44(1):26-34 [DOI] 10.1016/j.jbi.2010.02.003. [PMID] 20152933.
2010
Measuring the Information Gain of Diagnosis vs. Diagnosis Category Coding.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2010:306-10 [PMID] 21346990.
View on: PubMed
2010
The use of semantic distance metrics to support ontology audit.
AMIA … Annual Symposium proceedings. AMIA Symposium. 2010:842-6 [PMID] 21347097.
View on: PubMed
2009
Knowledge-based variable selection for learning rules from proteomic data.
BMC bioinformatics. 10 Suppl 9 [DOI] 10.1186/1471-2105-10-S9-S16. [PMID] 19761570.
2009
Measuring the effect of commuting on the performance of the Bayesian Aerosol Release Detector.
BMC medical informatics and decision making. 9 Suppl 1 [DOI] 10.1186/1472-6947-9-S1-S7. [PMID] 19891801.
2009
Mining aggregates of over-the-counter products for syndromic surveillance.
Pattern recognition letters. 30(3):255-266 [PMID] 20383287.
View on: PubMed
2008
EPO-KB: a searchable knowledge base of biomarker to protein links.
Bioinformatics (Oxford, England). 24(11):1418-9 [DOI] 10.1093/bioinformatics/btn125. [PMID] 18400772.
2008
Using a novel resource to decrease proteomic biomarker identification time.
AMIA … Annual Symposium proceedings. AMIA Symposium. [PMID] 18999243.
View on: PubMed
2007
The Bayesian aerosol release detector: an algorithm for detecting and characterizing outbreaks caused by an atmospheric release of Bacillus anthracis.
Statistics in medicine. 26(29):5225-52 [PMID] 17948918.
View on: PubMed
2007
Unsupervised clustering of over-the-counter healthcare products into product categories.
Journal of biomedical informatics. 40(6):642-8 [PMID] 17509942.
View on: PubMed
2005
A multivariate procedure for identifying correlations between diagnoses and over-the-counter products from historical datasets.
AMIA … Annual Symposium proceedings. AMIA Symposium. 450-4 [PMID] 16779080.
View on: PubMed
2005
Algorithms for rapid outbreak detection: a research synthesis.
Journal of biomedical informatics. 38(2):99-113 [PMID] 15797000.
View on: PubMed
2005
An evaluation of three policies for updating product categories in the National Retail Data Monitor.
AMIA … Annual Symposium proceedings. AMIA Symposium. 325-9 [PMID] 16779055.
View on: PubMed
2005
Evaluation of syndromic surveillance systems–design of an epidemic simulation model.
MMWR. Morbidity and mortality weekly report. 53 Suppl:137-143 [PMID] 15714643.
View on: PubMed
2005
High-fidelity injection detectability experiments: a tool for evaluating syndromic surveillance systems.
MMWR. Morbidity and mortality weekly report. 54 Suppl:85-91 [PMID] 16177698.
View on: PubMed
2005
National Retail Data Monitor for public health surveillance.
MMWR. Morbidity and mortality weekly report. 53 Suppl:40-42 [PMID] 15714625.
View on: PubMed
2005
Use of multiple data streams to conduct Bayesian biologic surveillance.
MMWR. Morbidity and mortality weekly report. 54 Suppl:63-69 [PMID] 16177695.
View on: PubMed
2004
Analysis of Web access logs for surveillance of influenza.
Studies in health technology and informatics. 107(Pt 2):1202-6 [PMID] 15361003.
View on: PubMed
2003
A framework for infection control surveillance using association rules.
AMIA … Annual Symposium proceedings. AMIA Symposium. 410-4 [PMID] 14728205.
View on: PubMed
2003
Design of a national retail data monitor for public health surveillance.
Journal of the American Medical Informatics Association : JAMIA. 10(5):409-18 [PMID] 12807802.
View on: PubMed
2003
Detection of outbreaks from time series data using wavelet transform.
AMIA … Annual Symposium proceedings. AMIA Symposium. 748-52 [PMID] 14728273.
View on: PubMed
2003
Detection of pediatric respiratory and diarrheal outbreaks from sales of over-the-counter electrolyte products.
Journal of the American Medical Informatics Association : JAMIA. 10(6):555-62 [PMID] 12925542.
View on: PubMed
2003
Detection of pediatric respiratory and gastrointestinal outbreaks from free-text chief complaints.
AMIA … Annual Symposium proceedings. AMIA Symposium. 318-22 [PMID] 14728186.
View on: PubMed
2003
Telephone triage: a timely data source for surveillance of influenza-like diseases.
AMIA … Annual Symposium proceedings. AMIA Symposium. 215-9 [PMID] 14728165.
View on: PubMed
2001
Common medical terminology comes of age, Part One: Standard language improves healthcare quality.
Journal of healthcare information management : JHIM. 15(3):307-18 [PMID] 11642147.
View on: PubMed
2001
Common medical terminology comes of age, Part Two: Current code and terminology sets–strengths and weaknesses.
Journal of healthcare information management : JHIM. 15(3):319-330 [PMID] 11642148.
View on: PubMed
2000
Soundbites and snapshots: what is a day?
Critical Care Medicine. 28(6):2169-2170 [DOI] 10.1097/00003246-200006000-00103. [PMID] 10890701.
1999
A feasibility study of two methods for end-user configuration of a clinical event monitor.
Proceedings. AMIA Symposium. 975-8 [PMID] 10566506.
View on: PubMed
1999
The use of an explanation algorithm in a clinical event monitor.
Proceedings. AMIA Symposium. 281-5 [PMID] 10566365.
View on: PubMed
1998
Mobile workers in healthcare and their information needs: are 2-way pagers the answer?
Proceedings. AMIA Symposium. 135-9 [PMID] 9929197.
View on: PubMed
1998
Optimal use of communication channels in clinical event monitoring.
Proceedings. AMIA Symposium. 617-21 [PMID] 9929293.
View on: PubMed
1998
Preferences of interns and residents for E-mail, paging, or traditional methods for the delivery of different types of clinical information.
Proceedings. AMIA Symposium. 140-4 [PMID] 9929198.
View on: PubMed
1997
Accuracy of data in computer-based patient records.
Journal of the American Medical Informatics Association : JAMIA. 4(5):342-55 [PMID] 9292840.
View on: PubMed
1997
Clinical event monitoring at the University of Pittsburgh.
Proceedings : a conference of the American Medical Informatics Association / … AMIA Annual Fall Symposium. AMIA Fall Symposium. 188-192 [PMID] 9357614.
View on: PubMed
1996
Free-text fields change the meaning of coded data.
Proceedings : a conference of the American Medical Informatics Association. AMIA Fall Symposium. 517-21 [PMID] 8947720.
View on: PubMed
1996
The accuracy of medication data in an outpatient electronic medical record.
Journal of the American Medical Informatics Association : JAMIA. 3(3):234-44 [PMID] 8723614.
View on: PubMed
1995
Using belief networks to enhance sharing of medical knowledge between sites with variations in data accuracy.
Proceedings. Symposium on Computer Applications in Medical Care. 218-22 [PMID] 8563271.
View on: PubMed
1995
Using belief networks to enhance sharing of medical knowledge between sites with variations of data accuracy
Journal of the American Medical Informatics Association. 218-222
Optimizing Antihypertensive Medication Classification in Electronic Health Record-Based Data: Classification System Development and Methodological Comparison (Preprint)
. [DOI] 10.2196/preprints.14777.
Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample
. [DOI] 10.2196/preprints.8961.a.
Prevalence of Multiple Chronic Conditions Among Older Adults in Florida and the United States: Comparative Analysis of the OneFlorida Data Trust and National Inpatient Sample
. [DOI] 10.2196/preprints.8961.

Grants

Jul 2021 ACTIVE
Together: Transforming and Translating Discovery to Improve Health
Role: Co-Investigator
Funding: NATL INST OF HLTH NCATS
May 2021 ACTIVE
Harmonizing and Integrating Nursing Data into Multidisciplinary Datasets to Evaluate Hospital Care and Readmissions of Older Adults with Alzheimers Disease and Alzheimers Disease-Related Dementias
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA
Apr 2021 ACTIVE
Optimizing the Population Representativeness of Older Adults in Cancer Trials
Role: Co-Investigator
Funding: NATL INST OF HLTH NCI
Dec 2020 – Aug 2021
CReATe Rare Diseases Clinical Research Consortium
Role: Principal Investigator
Funding: UNIV OF MIAMI via NATL INST OF HLTH NINDS
Oct 2020 ACTIVE
Amendment 2 for Agreement Number CW3043377, Development of New and Innovative Methods for Automated Reporting for CBER-Regulated Products Order # 75F40120F19003, Task Order 3, Development of New and Innovative Methods for Automated Reporting for CBER-Reg
Role: Principal Investigator
Funding: IBM CORP via US FOOD AND DRUG ADMN
Oct 2020 ACTIVE
COVID-19 Electronic Health Data Initiative
Role: Principal Investigator
Funding: TASK FORCE FOR GLOBAL HEALTH via CTRS FOR DISEASE CONTROL AND PREVENTION
Sep 2020 ACTIVE
Using Real-world Data to Assess the Burden of Diabetes in Children and Adolescents in Florida
Role: Co-Investigator
Funding: CTRS FOR DISEASE CONTROL AND PREVENTION
Sep 2020 ACTIVE
Linking VA and non-VA data to study the risk of suicide in chronic pain patients
Role: Co-Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV NY via NATL INST OF HLTH NIMH
Sep 2020 ACTIVE
RWE: Establish Routine Querying Capability with a Network of EHR Databases
Role: Principal Investigator
Funding: HARVARD PILGRIM HEALTHCARE via US FOOD AND DRUG ADMN
Aug 2020 ACTIVE
The External Exposome and COVID-19 Severity
Role: Co-Investigator
Funding: NATL INST OF HLTH NIEHS
Aug 2020 ACTIVE
Optimizing the Population Representativeness of Older Adults in Alzheimer's Disease and Related Dementia Clinical Trials
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA
Jul 2020 ACTIVE
Together Transforming and Translating Discovery to Improve Health
Role: Faculty
Funding: NATL INST OF HLTH NCATS
Apr 2020 – Sep 2020
IBM Task Order – Development of New and Innovative Methods for Automated Reporting for CBER-Regulated Biological Products – FDA Task Order 2, Order # 75F40119F19002
Role: Principal Investigator
Funding: IBM CORP via US FOOD AND DRUG ADMN
Apr 2020 ACTIVE
PCORI_Transfer from PCRF OneFlorida Clinical Research Consortium
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Jan 2020 – Aug 2020
The provision of research and evaluation to determine the short and long-term human health impacts from harmful algal blooms (HABs)
Role: Co-Investigator
Funding: FL DEPT OF HLTH
Jan 2020 ACTIVE
Extracting information from clinical narratives for Clinical Outcomes Research
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Jul 2019 ACTIVE
MIDAS Coordination Center
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH via NATL INST OF HLTH NIGMS
Jan 2019 ACTIVE
Systematic Analysis of Clinical Study Generalizability Assessment Methods with Informatics
Role: Co-Investigator
Funding: FL STATE UNIV via NATL INST OF HLTH NIA
Jan 2019 – Sep 2020
PCRF: OneFlorida Clinical Research Consortium
Role: Co-Investigator
Funding: PEOPLE CENTERED RES FOU via PATIENT-CENTERED OUTCOMES RES INST
Jul 2018 ACTIVE
Southeast Enrollment Center (SEEC)
Role: Principal Investigator
Funding: UNIV OF MIAMI via NATL INST OF HLTH OD
Jul 2018 ACTIVE
Advancing Personalized Hypertension Care through Big Data Science
Role: Other
Funding: NATL INST OF HLTH NHLBI
Jun 2018 ACTIVE
INTEGRATIVE DATA APPROCACHES FOR RESISTANT HYPERTENSION IDENTIFICATION AND PREDICTION
Role: Other
Funding: NATL INST OF HLTH NHLBI
Apr 2018 – Jul 2019
Together: Transforming and Translating Discovery to Improve Health
Role: Other
Funding: NATL INST OF HLTH NCATS
Nov 2017 – Oct 2018
Safety of Direct Acting Antiviral Medications for Hepatitis C
Role: Co-Investigator
Funding: KAISER FOU RESEARCH INSTITUTE via PATIENT-CENTERED OUTCOMES RES INST
Aug 2017 – Jul 2018
Precision Medicine Initiative-South-East Enrollment Center (SEEC)
Role: Co-Investigator
Funding: UNIV OF MIAMI via NATL INST OF HLTH OD
Apr 2017 – Mar 2018
Together: Transforming and Translating Discovery to Improve Health
Role: Faculty
Funding: NATL INST OF HLTH NCATS
Nov 2016 – Oct 2017
Planning for congenital Zika syndrome surveillance in PCORnet and Sentinel
Role: Principal Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Oct 2016 – May 2021
University of Pittsburgh Clinical & Translational Science Instiute (CTSI) – Administrative Supplement
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH via NATL INST OF HLTH NCATS
Sep 2016 ACTIVE
Southeastern and Coastal Center for Agricultural Health and Safety (SCC-AHS)
Role: Project Manager
Funding: CTRS FOR DIS CNTRL INST OCCUP SFTY HLTH
Sep 2016 – Sep 2020
The Child Health Quality (CHeQ) Partnership Program
Role: Co-Investigator
Funding: AGCY HEALTHCARE RES AND QUALITY
Sep 2016 – Feb 2018
PCORI Health Systems Demonstration Project NYC Capricorn
Role: Co-Investigator
Funding: WEILL MED COLLEGE OF CORNELL UNIV NY via PATIENT-CENTERED OUTCOMES RES INST
Sep 2016 – Sep 2017
PCORI Health Systems Demonstration Project OCHIN
Role: Co-Investigator
Funding: OCHIN via PATIENT-CENTERED OUTCOMES RES INST
Mar 2016 ACTIVE
Integrating data, algorithms and clinical reasoning for surgical risk assessment
Role: Co-Investigator
Funding: NATL INST OF HLTH NIGMS
Oct 2015 – Mar 2019
OneFlorida Clinical Research Consortium Phase II
Role: Co-Investigator
Funding: PATIENT-CENTERED OUTCOMES RES INST
Aug 2014 – May 2019
MIDAS Informatics Service Group (ISG)
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH via NATL INST OF HLTH NIGMS
Jul 2014 – Mar 2017
Apollo: Increasing Access and Use of Epidemic Models Through the Development and Adoption of a Standard Ontology
Role: Principal Investigator
Funding: UNIV OF PITTSBURGH via NATL INST OF HLTH NIGMS
Jun 2014 – Dec 2017
OneFlorida Cancer Control Network
Role: Co-Investigator
Funding: FL DEPT OF HLTH BIOMED RES PGM/J&E KING
Jun 2013 – Sep 2018
Genomic Medicine Implementation: The Personalized Medicine Program
Role: Project Manager
Funding: NATL INST OF HLTH NHGRI

Education

M.S. – Intelligent Systems
1999 · University of Pittsburgh
Fellowship – Medical Informatics
1996-1999 · University of Pittsburgh
Residency – Internal Medicine
1993-1996 · University of Pittsburgh
Medical School
1993 · Jefferson Medical College
B.S. – Science
1991 · Pennsylvania State University

Teaching Profile

Courses Taught
2019-2020
GMS7866 Principles of Referent Tracking in Biomedical Informatics
2015-2019
GMS6850 Foundations of Biomedical Informatics
2018
MDT7090 Elective Topics
2018
GMS7979 Advanced Research
2016
MDT7020 Elect Topic Epidemiol

Contact Details

Phones:
Business:
(352) 294-4197
Emails:
Business:
hoganwr@ufl.edu