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2020 – today
- 2023
[j8]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:
Managing re-identification risks while providing access to the All of Us research program. J. Am. Medical Informatics Assoc. 30(5): 907-914 (2023)- 2022
- [j7]Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin:
Forecasting the future clinical events of a patient through contrastive learning. J. Am. Medical Informatics Assoc. 29(9): 1584-1592 (2022) - [i3]Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin:
Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database. CoRR abs/2207.02445 (2022) - 2021
- [c6]Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin:
Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. AMIA 2021 - [c5]Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin:
CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. AMIA 2021 - [i2]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:
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. CoRR abs/2104.04377 (2021) - 2020
- [j6]David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman:
Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers. J. Am. Medical Informatics Assoc. 27(9): 1374-1382 (2020) - [c4]Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin:
Generating Electronic Health Records with Multiple Data Types and Constraints. AMIA 2020 - [i1]Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin:
Generating Electronic Health Records with Multiple Data Types and Constraints. CoRR abs/2003.07904 (2020)
2010 – 2019
- 2019
- [j5]David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman:
The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight. J. Am. Medical Informatics Assoc. 26(12): 1536-1544 (2019) - 2014
- [j4]You Chen, Nancy M. Lorenzi, Steve Nyemba, Jonathan S. Schildcrout, Bradley A. Malin:
We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. Int. J. Medical Informatics 83(7): 495-506 (2014) - 2013
- [c3]Eric Duffy, Steve Nyemba, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin:
Requirements and Design for an Extensible Toolkit for Analyzing EMR Audit Logs. HealthTech 2013 - 2012
- [j3]You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin:
Specializing network analysis to detect anomalous insider actions. Secur. Informatics 1(1): 5 (2012) - [j2]You Chen, Steve Nyemba, Bradley A. Malin:
Detecting Anomalous Insiders in Collaborative Information Systems. IEEE Trans. Dependable Secur. Comput. 9(3): 332-344 (2012) - [c2]You Chen, Steve Nyemba, Bradley A. Malin:
Auditing Medical Records Accesses via Healthcare Interaction Networks. AMIA 2012 - 2011
- [j1]Bradley A. Malin, Steve Nyemba, John Paulett:
Learning relational policies from electronic health record access logs. J. Biomed. Informatics 44(2): 333-342 (2011) - [c1]You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin:
Leveraging social networks to detect anomalous insider actions in collaborative environments. ISI 2011: 119-124
Coauthor Index
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