Yuanfang Ren,
Assistant Scientist
Department:
MD-MED QUANTITATIVE HEALTH
Business Phone:
(352) 294-8707
Business Email:
renyuanfang@ufl.edu
Research Profile
Open Researcher and Contributor ID (ORCID)
0000-0002-4716-2408
Areas of Interest
- Artificial Intelligence
- Bioinformatics
- Machine Learning
- electronic health records
- machine learning for predictive analytics
- patient phenotyping
Publications
2023
A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients
Surgery.
174(3):709-714
[DOI] 10.1016/j.surg.2023.05.003.
[PMID] 37316372.
2023
Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
JMIR Medical Informatics.
11:e48297-e48297
[DOI] 10.2196/48297.
[PMID] 37646309.
2022
Artificial intelligence-enabled decision support in nephrology
Nature Reviews Nephrology.
18(7):452-465
[DOI] 10.1038/s41581-022-00562-3.
[PMID] 35459850.
2022
Early Biomarker Signatures in Surgical Sepsis
Journal of Surgical Research.
277:372-383
[DOI] 10.1016/j.jss.2022.04.052.
[PMID] 35569215.
2022
Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible
PLOS Digital Health.
1(1)
[DOI] 10.1371/journal.pdig.0000006.
[PMID] 36532301.
2022
Pattern Discovery in Multilayer Networks
IEEE/ACM Transactions on Computational Biology and Bioinformatics.
19(2):741-752
[DOI] 10.1109/tcbb.2021.3105001.
2022
Physiologic signatures within six hours of hospitalization identify acute illness phenotypes
PLOS Digital Health.
1(10)
[DOI] 10.1371/journal.pdig.0000110.
[PMID] 36590701.
2021
Advances in artificial intelligence and deep learning systems in ICU-related acute kidney injury
Current Opinion in Critical Care.
27(6):560-572
[DOI] 10.1097/mcc.0000000000000887.
2019
A New Algorithm for Counting Independent Motifs in Probabilistic Networks
IEEE/ACM Transactions on Computational Biology and Bioinformatics.
16(4):1049-1062
[DOI] 10.1109/tcbb.2018.2821666.
Grants
Apr 2022
– Mar 2024
(MEnD-AKI) Multicenter Implementation of an Electronic Decision Support System for Drug-Associated AKI
Role: Co-Investigator
Funding: UNIV OF PITTSBURGH MED CNTR
via NATL INST OF HLTH NIDDK
Jul 2019
ACTIVE
OoR Matching Support for CTSI
Role: Project Manager
Funding: UF DIV OF SPONSORED RES MATCHING FUNDS
Education
phd
2018
·
university of florida
MS
2013
·
Tongji University, China
BS
2010
·
Nanjing University, China
Contact Details
Phones:
- Business:
- (352) 294-8707
Emails:
- Business:
- renyuanfang@ufl.edu
Addresses:
- Business Mailing:
-
PO Box 100224
GAINESVILLE FL 32610 - Business Street:
-
2511 SW 35TH PL APT 2
GAINESVILLE FL 32608