Steve Nyemba

According to our database, Steve Nyemba authored at least 16 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Managing re-identification risks while providing access to the <i>All of Us</i> research program.

Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin

J. Am. Medical Informatics Assoc., April, 2023

2022

Forecasting the future clinical events of a patient through contrastive learning.

Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2022

Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database.

Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin

CoRR, 2022

2021

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge.

Prithwish Chakraborty, James V. Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed F. Ghalwash, Zach Shahn, Parthasarathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin

CoRR, 2021

CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning.

Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program.

Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers.

David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman

J. Am. Medical Informatics Assoc., 2020

Generating Electronic Health Records with Multiple Data Types and Constraints.

Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin

Proceedings of the AMIA 2020, 2020

2019

The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.

David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman

J. Am. Medical Informatics Assoc., 2019

2014

We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records.

You Chen, Nancy M. Lorenzi, Steve Nyemba, Jonathan S. Schildcrout, Bradley A. Malin

Int. J. Medical Informatics, 2014

2013

Requirements and Design for an Extensible Toolkit for Analyzing EMR Audit Logs.

Eric Duffy, Steve Nyemba, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin

Proceedings of the 2013 USENIX Workshop on Health Information Technologies, 2013

2012

Detecting Anomalous Insiders in Collaborative Information Systems.

You Chen, Steve Nyemba, Bradley A. Malin

IEEE Trans. Dependable Secur. Comput., 2012

Specializing network analysis to detect anomalous insider actions.

You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin

Secur. Informatics, 2012

Auditing Medical Records Accesses via Healthcare Interaction Networks.

You Chen, Steve Nyemba, Bradley A. Malin

Proceedings of the AMIA 2012, 2012

2011

Learning relational policies from electronic health record access logs.

Bradley A. Malin, Steve Nyemba, John Paulett

J. Biomed. Informatics, 2011

Leveraging social networks to detect anomalous insider actions in collaborative environments.

You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin

Proceedings of the 2011 IEEE International Conference on Intelligence and Security Informatics, 2011