Elizabeth Shenkman

15 papers C 2Misc 5Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
A Study of Generative Large Language Model for Medical Research and Healthcare.
CoRR
Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth Shenkman, Yi Guo, Jiang Bian, Yonghui Wu
2023 — conf
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients.
ICHI
Aokun Chen, Qian Li, Elizabeth Shenkman, Yonghui Wu, Yi Guo, Jiang Bian
2021 J jnl
Applications of artificial intelligence in drug development using real-world data.
CoRR
Zhaoyi Chen, Xiong Liu, William R. Hogan, Elizabeth Shenkman, Jiang Bian
2020 J jnl
Assessing the effect of data integration on predictive ability of cancer survival models.
Health Informatics J.
Yi Guo, Jiang Bian, François Modave, Qian Li, Thomas J. George, Mattia Prosperi, Elizabeth Shenkman
2020 Misc conf
Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups.
AMIA
Yi Guo, Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang, Zhaoyi Chen, Merry J. Markham, François Modave, Mengjun Xie, William R. Hogan, Christopher A. Harle, Elizabeth Shenkman, Jiang Bian
2019 J jnl
Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program.
BMC Medical Informatics Decis. Mak.
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
2019 Misc conf
If You Build It, They Will Come: The National Patient-Centered Clinical Research Network (PCORnet): From Conception to Execution.
AMIA
Thomas Carton, Maryan Zirkle, Elizabeth Shenkman, Abel N. Kho, Adrian Hernandez
2018 J jnl
An ontology-guided semantic data integration framework to support integrative data analysis of cancer survival.
BMC Medical Informatics Decis. Mak.
Hansi Zhang, Yi Guo, Qian Li, Thomas J. George, Elizabeth Shenkman, François Modave, Jiang Bian
2018 C conf
Clustering Inter-Arrival Time of Health Care Encounters for High Utilizers.
HealthCom
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
2017 Misc conf
Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus.
AMIA
Zhe He, Arturo Gonzalez-Izquierdo, Spiros C. Denaxas, Andrei Sura, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian
2017 Misc conf
Identifying High Health Care Utilizers Using Post-Regression Residual Analysis of Health Expenditures from a State Medicaid Program.
AMIA
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
2017 Misc conf
Implementing a Hash-based Privacy-Preserving Entity Resolution Tool in the OneFlorida Clinical Data Research Network.
AMIA
Jiang Bian, Andrei Sura, Gloria P. Lipori, Yi Guo, François Modave, Zhe He, Elizabeth Shenkman, William R. Hogan
2017 — conf
Machine Learning Approaches for Predicting High Utilizers in Health Care.
IWBBIO (2)
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
2017 J jnl
Towards a privacy preserving cohort discovery framework for clinical research networks.
J. Biomed. Informatics
Jiawei Yuan, Bradley A. Malin, François Modave, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian
2016 C conf
Predicting 30-day all-cause readmissions from hospital inpatient discharge data.
HealthCom
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka