Sarah E Ser,
PhD Student, Mentor: Dr. Mattia Prosperi
Publications
2024
Quantifying Health Outcome Disparity in Invasive Methicillin-Resistant Staphylococcus aureus Infection using Fairness Algorithms on Real-World Data.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing.
29:419-432
[PMID] 38160296.
2024
Unveiling Fall Risk Factors: Nurse-Driven Corpus Development for Natural Language Processing.
Studies in health technology and informatics.
315:373-378
[DOI] 10.3233/SHTI240172.
[PMID] 39049286.
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
Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data.
Proceedings of machine learning research.
218:98-115
[PMID] 37854935.
2023
Risk of bias in prognostic models of hospital-induced delirium for medical-surgical units: A systematic review.
PloS one.
18(8)
[DOI] 10.1371/journal.pone.0285527.
[PMID] 37590196.
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
Letter to the editors in response to “Gender-specific clinical risk scores incorporating blood pressure variability for predicting incident dementia”.
Journal of the American Medical Informatics Association : JAMIA.
29(10):1823-1824
[DOI] 10.1093/jamia/ocac116.
[PMID] 35869952.
Contact Details
Phones:
- Business:
- (352) 273-5468
Emails:
- Business:
- sser@ufl.edu
Addresses:
- Business Mailing:
-
PO Box 100231
GAINESVILLE FL 32610