Tanja Magoc, Ph.D.
AI Engineer, Quality And Patient Safety Initiative (QPSi)
Department:
MD-QUALITY & PATIENT SAFETY
Business Phone:
(352) 294-4948
Business Email:
tmagoc@ufl.edu
Research Profile
Open Researcher and Contributor ID (ORCID)
0000-0001-8213-2266
Publications
Academic Articles
2024
Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study.
Alzheimer's & dementia : the journal of the Alzheimer's Association.
20(2):975-985
[DOI] 10.1002/alz.13480.
[PMID] 37830443.
2023
A study of generative large language model for medical research and healthcare.
NPJ digital medicine.
6(1)
[DOI] 10.1038/s41746-023-00958-w.
[PMID] 37973919.
2023
Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium.
BMC medical informatics and decision making.
23(1)
[DOI] 10.1186/s12911-023-02278-1.
[PMID] 37704994.
2023
Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study
JMIR Research Protocols.
12
[DOI] 10.2196/48521.
[PMID] 37943599.
2023
Enhancing an enterprise data warehouse for research with data extracted using natural language processing
Journal of Clinical and Translational Science.
7(1)
[DOI] 10.1017/cts.2023.575.
[PMID] 37456264.
2023
Evolving availability and standardization of patient attributes for matching
Health Affairs Scholar.
1(4)
[DOI] 10.1093/haschl/qxad047.
[PMID] 38756741.
2023
Generalizability and portability of natural language processing system to extract individual social risk factors
International Journal of Medical Informatics.
177
[DOI] 10.1016/j.ijmedinf.2023.105115.
[PMID] 37302362.
2023
Machine learning-based prediction models for home discharge in patients with COVID-19: Development and evaluation using electronic health records.
PloS one.
18(10)
[DOI] 10.1371/journal.pone.0292888.
[PMID] 37862334.
2023
Use of a Data Repository to Identify Delirium as a Presenting Symptom of COVID-19 Infection in Hospitalized Adults: Cross-Sectional Cohort Pilot Study
JMIR Aging.
6
[DOI] 10.2196/43185.
[PMID] 37910448.
2022
A large language model for electronic health records.
NPJ digital medicine.
5(1)
[DOI] 10.1038/s41746-022-00742-2.
[PMID] 36572766.
2022
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
Journal of the American Medical Informatics Association : JAMIA.
30(1):54-63
[DOI] 10.1093/jamia/ocac188.
[PMID] 36214629.
2022
Primary care physicians’ electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis.
Journal of the American Medical Informatics Association : JAMIA.
29(3):461-471
[DOI] 10.1093/jamia/ocab272.
[PMID] 34897493.
2022
The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope.
Journal of the American Medical Informatics Association : JAMIA.
29(4):686-693
[DOI] 10.1093/jamia/ocab221.
[PMID] 34664656.
2022
Understanding Health Care Administrators’ Data and Information Needs for Decision Making during the COVID-19 Pandemic: A Qualitative Study at an Academic Health System.
MDM policy & practice.
7(1)
[DOI] 10.1177/23814683221089844.
[PMID] 35368410.
2022
Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS
Clinical Epidemiology.
Volume 14:369-384
[DOI] 10.2147/clep.s323292.
2021
Unraveling COVID-19: a large-scale characterization of 4.5 million COVID-19 cases using CHARYBDIS.
Research square.
[DOI] 10.21203/rs.3.rs-279400/v1.
[PMID] 33688639.
2015
Social evolution. Genomic signatures of evolutionary transitions from solitary to group living.
Science (New York, N.Y.).
348(6239):1139-43
[DOI] 10.1126/science.aaa4788.
[PMID] 25977371.
2014
Genomic features of a bumble bee symbiont reflect its host environment.
Applied and environmental microbiology.
80(13):3793-803
[DOI] 10.1128/AEM.00322-14.
[PMID] 24747890.
2013
EDGE-pro: Estimated Degree of Gene Expression in Prokaryotic Genomes.
Evolutionary bioinformatics online.
9:127-36
[DOI] 10.4137/EBO.S11250.
[PMID] 23531787.
2013
GAGE-B: an evaluation of genome assemblers for bacterial organisms.
Bioinformatics (Oxford, England).
29(14):1718-25
[DOI] 10.1093/bioinformatics/btt273.
[PMID] 23665771.
2012
GAGE: A critical evaluation of genome assemblies and assembly algorithms.
Genome research.
22(3):557-67
[DOI] 10.1101/gr.131383.111.
[PMID] 22147368.
2011
FLASH: fast length adjustment of short reads to improve genome assemblies.
Bioinformatics (Oxford, England).
27(21):2957-63
[DOI] 10.1093/bioinformatics/btr507.
[PMID] 21903629.
2001
Biaryl ether retrohydroxamates as potent, long-lived, orally bioavailable MMP inhibitors.
Bioorganic & medicinal chemistry letters.
11(12):1553-6
[PMID] 11412979.
2001
Discovery and characterization of the potent, selective and orally bioavailable MMP inhibitor ABT-770.
Bioorganic & medicinal chemistry letters.
11(12):1557-60
[PMID] 11412980.
1999
Evaluation of the inhibition of other metalloproteinases by matrix metalloproteinase inhibitors.
Journal of enzyme inhibition.
14(6):425-35
[PMID] 10536876.
1998
Aryl ketones as novel replacements for the C-terminal amide bond of succinyl hydroxamate MMP inhibitors.
Bioorganic & medicinal chemistry letters.
8(22):3251-6
[PMID] 9873712.
Grants
Sep 2022
– Sep 2023
Precision Clinical Trial Recruitment to Promote Cancer Health Equity Across Florida
Role: Co-Investigator
Funding: NATL INST OF HLTH NCI
Education
PhD Computer Science
2009
·
University of Texas at El Paso
Contact Details
Phones:
- Business:
- (352) 294-4948
Emails:
- Business:
- tmagoc@ufl.edu
Addresses:
- Business Mailing:
-
PO Box 100269
Quality & Patient Safety initiative,College of Medicine
GAINESVILLE FL 32610 - Business Street:
-
1329 SW 16 Street, Suite 3280
Quality & Patient Safety initiative,College of Medicine
GAINESVILLE FL 32608