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ORCIDDavid M. Liebovitz
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- affiliation: Northwestern University, Illinois, USA
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2020 – today
- 2023
[c18]Zhenbang Wu, Huaxiu Yao, David M. Liebovitz, Jimeng Sun:
An Iterative Self-Learning Framework for Medical Domain Generalization. NeurIPS 2023- [c17]Xiaojun Xu, Qingying Hao, Zhuolin Yang, Bo Li, David M. Liebovitz, Gang Wang, Carl A. Gunter:
How to Cover up Anomalous Accesses to Electronic Health Records. USENIX Security Symposium 2023: 229-246 - 2022
- [j8]Anne Grauer, Jerard Kneifati-Hayek, Brian Reuland, Jo R. Applebaum
, Jason S. Adelman, Robert A. Green, Jeanette Lisak-Phillips, David M. Liebovitz, Thomas F. Byrd, Preeti Kansal, Cheryl Wilkes, Suzanne Falck, Connie Larson, John Shilka, Elizabeth Vandril, Gordon D. Schiff, William L. Galanter, Bruce L. Lambert:
Indication alerts to improve problem list documentation. J. Am. Medical Informatics Assoc. 29(5): 909-917 (2022) - [c16]Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun:
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment. ECML/PKDD (2) 2022: 505-520 - [i3]Zhenbang Wu, Cao Xiao, Lucas M. Glass, David M. Liebovitz, Jimeng Sun:
AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment. CoRR abs/2203.02446 (2022) - [i2]Zhenbang Wu, Huaxiu Yao, Zhe Su, David M. Liebovitz, Lucas M. Glass, James Zou, Chelsea Finn, Jimeng Sun:
Knowledge-Driven New Drug Recommendation. CoRR abs/2210.05572 (2022) - 2021
- [c15]Yuyang Yang, David M. Liebovitz, William L. Galanter, Jason S. Adelman, Thomas F. Byrd:
Implementation of Medication Alerts to Reduce Wrong-Drug and Wrong-Patient Errors in CPOE Systems. AMIA 2021 - 2020
- [c14]David M. Liebovitz, William Moore, Kelsey Waier, Seth Hartman:
Poster: An Unexpected Pathway for Fentanyl Orders. AMIA 2020 - [c13]Amy Y. Wang, John D. Osborne, Maria I. Danila, Andrew Naidech, David M. Liebovitz:
AllergyMap: An Open Source Corpus of Allergy Mention Normalizations. AMIA 2020
2010 – 2019
- 2018
- [j7]You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin:
Learning bundled care opportunities from electronic medical records. J. Biomed. Informatics 77: 1-10 (2018) - [c12]Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin:
Mining the Best Observational Window to Model Social Phenomena. CIC 2018: 46-55 - 2017
- [i1]You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin:
Learning Bundled Care Opportunities from Electronic Medical Records. CoRR abs/1706.00487 (2017) - 2016
- [j6]Kevin J. O'Leary, Mary E. Lohman, Eckford Culver, Audrey Killarney, G. Randy Smith Jr., David M. Liebovitz:
The effect of tablet computers with a mobile patient portal application on hospitalized patients' knowledge and activation. J. Am. Medical Informatics Assoc. 23(1): 159-165 (2016) - [j5]Kevin J. O'Leary, Rashmi K. Sharma, Audrey Killarney, Lyndsey S. O'Hara, Mary E. Lohman, Eckford Culver, David M. Liebovitz, Kenzie A. Cameron:
Patients' and healthcare providers' perceptions of a mobile portal application for hospitalized patients. BMC Medical Informatics Decis. Mak. 16: 123 (2016) - [j4]Daniel Aranki, Gregorij Kurillo, Posu Yan, David M. Liebovitz, Ruzena Bajcsy:
Real-Time Tele-Monitoring of Patients with Chronic Heart-Failure Using a Smartphone: Lessons Learned. IEEE Trans. Affect. Comput. 7(3): 206-219 (2016) - [c11]Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin:
Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. AMIA 2016 - 2015
- [j3]You Chen, Joydeep Ghosh, Cosmin Adrian Bejan, Carl A. Gunter, Siddharth Gupta, Abel N. Kho, David M. Liebovitz, Jimeng Sun, Joshua C. Denny, Bradley A. Malin:
Building bridges across electronic health record systems through inferred phenotypic topics. J. Biomed. Informatics 55: 82-93 (2015) - [c10]You Chen, Wei Xie, Carl A. Gunter, David M. Liebovitz, Sanjay Mehrotra, He Zhang, Bradley A. Malin:
Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. AMIA 2015 - [c9]Xun Lu, Aston Zhang, Carl A. Gunter, Daniel Fabbri, David M. Liebovitz, Bradley A. Malin:
Discovering de facto diagnosis specialties. BCB 2015: 7-16 - 2014
- [c8]Daniel Aranki, Gregorij Kurillo, Posu Yan, David M. Liebovitz, Ruzena Bajcsy:
Continuous, Real-Time, Tele-monitoring of Patients with Chronic Heart-Failure - Lessons Learned From a Pilot Study. BODYNETS 2014 - [c7]Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick N. Lawlor, David M. Liebovitz, Bradley A. Malin:
Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. CCS 2014: 1182-1192 - 2013
- [j2]He Zhang, Sanjay Mehrotra, David M. Liebovitz, Carl A. Gunter, Bradley A. Malin:
Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits. ACM Trans. Manag. Inf. Syst. 4(4): 17:1-17:20 (2013) - [c6]Siddharth Gupta, Casey Hanson, Carl A. Gunter, Mario Frank, David M. Liebovitz, Bradley A. Malin:
Modeling and detecting anomalous topic access. ISI 2013: 100-105 - [c5]Wen Zhang, You Chen, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin:
Evolving role definitions through permission invocation patterns. SACMAT 2013: 37-48 - [c4]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 - 2011
- [j1]Carl A. Gunter, David M. Liebovitz, Bradley A. Malin:
Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems. IEEE Secur. Priv. 9(5): 48-55 (2011) - [c3]Wen Zhang, Carl A. Gunter, David M. Liebovitz, Jian Tian:
Role Prediction Using Electronic Medical Record System Audits. HealthSec 2011 - 2010
- [c2]Carl A. Gunter, David M. Liebovitz, Bradley A. Malin:
EBAM: Experience-Based Access Management for Healthcare. HealthSec 2010
2000 – 2009
- 2007
- [c1]Abel N. Kho, David Rotz, Kinan Alrahi, Wendy Cárdenas, Kristin Ramsey, David M. Liebovitz, Gary Noskin, Chuck Watts:
Utility of commonly captured data from an EHR to identify hospitalized patients at risk for clinical deterioration. AMIA 2007
Coauthor Index
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