Shu Wang

Shu Wang,

Research Assistant Professor

Department: PHHP-COM BIOSTATISTICS
Business Phone: (352) 273-7557
Business Email: swang0221@ufl.edu

Research Profile

My research interests include methodology development in unsupervised machine learning (both Bayesian and non Bayesian) and application in clinical phenotype identification. I also have a lot of collaboration experiences working on observational studies. In the future I would like to expand my research interests to clinical trial area.

Open Researcher and Contributor ID (ORCID)

0000-0001-9813-6069

Areas of Interest
  • Clinical Trials Design & Analysis
  • Machine learning and applications

Publications

2021
Development and pilot testing of a conversation aid to support the evaluation of patients with thyroid nodules
Clinical Endocrinology. [DOI] 10.1111/cen.14599.
2021
Hybrid Density- and Partition-Based Clustering Algorithm for Data With Mixed-Type Variables
Journal of Data Science. 15-36 [DOI] 10.6339/21-jds996.
2021
Severity of Acute Graft-versus-Host Disease and Associated Healthcare Resource Utilization, Cost, and Outcomes
Transplantation and Cellular Therapy. [DOI] 10.1016/j.jtct.2021.09.004.
2020
Improving secure messaging: A framework for support, partnership & information-giving communicating electronically (SPICE)
Patient Education and Counseling. [DOI] 10.1016/j.pec.2020.11.021.
2020
Incidence of venous thromboembolism after robotic-assisted hysterectomy in obese patients with endometrial cancer: do we need extended prophylaxis?
Journal of robotic surgery. [DOI] 10.1007/s11701-020-01110-6. [PMID] 32592139.
2020
Predictors of Dementia in the Oldest Old: A Novel Machine Learning Approach.
Alzheimer disease and associated disorders. 34(4):325-332 [DOI] 10.1097/WAD.0000000000000400. [PMID] 32701513.
2020
Sepsis-Associated Acute Kidney Disease
Kidney International Reports. 5(6):839-850 [DOI] 10.1016/j.ekir.2020.03.005. [PMID] 32518866.
2020
Survival and recurrence after intraperitoneal chemotherapy use: Retrospective review of ovarian cancer hospital registry data
Cancer Medicine. 9(20):7388-7397 [DOI] 10.1002/cam4.3340. [PMID] 32813321.
2019
Acute Kidney Injury in Critically Ill Patients After Noncardiac Major Surgery
Critical Care Medicine. 47(6):e437-e444 [DOI] 10.1097/ccm.0000000000003710.
2019
Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis
JAMA. 321(20) [DOI] 10.1001/jama.2019.5791. [PMID] 31104070.
2018
Donor biomarkers as predictors of organ use and recipient survival after neurologically deceased donor organ transplantation
Journal of Critical Care. 48:42-47 [DOI] 10.1016/j.jcrc.2018.08.013. [PMID] 30172032.
2018
Long-term survival in patients with septic acute kidney injury is strongly influenced by renal recovery
PLOS ONE. 13(6) [DOI] 10.1371/journal.pone.0198269. [PMID] 29870535.
2016
Health insurance database for post-discharge surveillance of surgical site infection following arthroplasty
Journal of Hospital Infection. 92(2):140-146 [DOI] 10.1016/j.jhin.2015.10.006.

Grants

Sep 2021 ACTIVE
Tailoring Recruitment Communication using Virtual Human Technology to Increase Participation of Older Minority Adults in Clinical Trials
Role: Co-Investigator
Funding: NATL INST OF HLTH NIA

Education

PhD
2019 · University of Pittsburgh
MS
2015 · Columbia University
BS
2013 · Beijing Normal University

Contact Details

Phones:
Business:
(352) 273-7557
Emails:
Business:
swang0221@ufl.edu