Utility of commonly captured data from an EHR to identify hospitalized patients at risk for clinical deterioration. - Abel N. Kho; David Rotz; Kinan Alrahi; Wendy Cárdenas; Kristin Ramsey; David M. Liebovitz; Gary Noskin; Chuck Watts (AMIA, 2007)

EBAM: Experience-Based Access Management for Healthcare. - Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (HealthSec, 2010)

Role Prediction Using Electronic Medical Record System Audits. - Wen Zhang; Carl A. Gunter; David M. Liebovitz; Jian Tian (HealthSec, 2011)

Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems. - Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (IEEE Secur. Priv., 2011)

Modeling and detecting anomalous topic access. - Siddharth Gupta 005; Casey Hanson; Carl A. Gunter; Mario Frank 001; David M. Liebovitz; Bradley A. Malin (ISI, 2013)

Evolving role definitions through permission invocation patterns. - Wen Zhang; You Chen 001; Carl A. Gunter; David M. Liebovitz; Bradley A. Malin (SACMAT, 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 (HealthTech, 2013)

Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits. - He Zhang; Sanjay Mehrotra; David M. Liebovitz; Carl A. Gunter; Bradley A. Malin (ACM Trans. Manag. Inf. Syst., 2013)

Continuous, Real-Time, Tele-monitoring of Patients with Chronic Heart-Failure - Lessons Learned From a Pilot Study. - Daniel Aranki; Gregorij Kurillo; Posu Yan; David M. Liebovitz; Ruzena Bajcsy (BODYNETS, 2014)

Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. - Wen Zhang; You Chen 001; Thaddeus Cybulski; Daniel Fabbri; Carl A. Gunter; Patrick N. Lawlor; David M. Liebovitz; Bradley A. Malin (CCS, 2014)

Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. - You Chen 001; Wei Xie 002; Carl A. Gunter; David M. Liebovitz; Sanjay Mehrotra; He Zhang; Bradley A. Malin (AMIA, 2015)

Discovering de facto diagnosis specialties. - Xun Lu; Aston Zhang; Carl A. Gunter; Daniel Fabbri; David M. Liebovitz; Bradley A. Malin (BCB, 2015)

Building bridges across electronic health record systems through inferred phenotypic topics. - You Chen 001; Joydeep Ghosh; Cosmin Adrian Bejan; Carl A. Gunter; Siddharth Gupta 005; Abel N. Kho; David M. Liebovitz; Jimeng Sun 001; Joshua C. Denny; Bradley A. Malin (J. Biomed. Informatics, 2015)

Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. - Chao Yan 004; You Chen 001; Bo Li 026; David M. Liebovitz; Bradley A. Malin (AMIA, 2016)

The effect of tablet computers with a mobile patient portal application on hospitalized patients' knowledge and activation. - Kevin J. O'Leary; Mary E. Lohman; Eckford Culver; Audrey Killarney; G. Randy Smith Jr.; David M. Liebovitz (J. Am. Medical Informatics Assoc., 2016)

Patients' and healthcare providers' perceptions of a mobile portal application for hospitalized patients. - Kevin J. O'Leary; Rashmi K. Sharma; Audrey Killarney; Lyndsey S. O'Hara; Mary E. Lohman; Eckford Culver; David M. Liebovitz; Kenzie A. Cameron (BMC Medical Informatics Decis. Mak., 2016)

Real-Time Tele-Monitoring of Patients with Chronic Heart-Failure Using a Smartphone: Lessons Learned. - Daniel Aranki; Gregorij Kurillo; Posu Yan; David M. Liebovitz; Ruzena Bajcsy (IEEE Trans. Affect. Comput., 2016)

Mining the Best Observational Window to Model Social Phenomena. - Chao Yan 004; Zhijun Yin; Stanley Xiang; You Chen 001; Yevgeniy Vorobeychik; Daniel Fabbri; Abel N. Kho; David M. Liebovitz; Bradley A. Malin (CIC, 2018)

Learning bundled care opportunities from electronic medical records. - You Chen 001; Abel N. Kho; David M. Liebovitz; Catherine Ivory; Sarah Osmundson; Jiang Bian 001; Bradley A. Malin (J. Biomed. Informatics, 2018)

Poster: An Unexpected Pathway for Fentanyl Orders. - David M. Liebovitz; William Moore; Kelsey Waier; Seth Hartman (AMIA, 2020)

AllergyMap: An Open Source Corpus of Allergy Mention Normalizations. - Amy Y. Wang; John D. Osborne; Maria I. Danila; Andrew Naidech; David M. Liebovitz (AMIA, 2020)

Implementation of Medication Alerts to Reduce Wrong-Drug and Wrong-Patient Errors in CPOE Systems. - Yuyang Yang; David M. Liebovitz; William L. Galanter; Jason S. Adelman; Thomas F. Byrd (AMIA, 2021)

AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment. - Zhenbang Wu; Cao Xiao; Lucas M. Glass; David M. Liebovitz; Jimeng Sun 001 (ECML/PKDD (2), 2022)

Knowledge-Driven New Drug Recommendation. - Zhenbang Wu; Huaxiu Yao; Zhe Su; David M. Liebovitz; Lucas M. Glass; James Zou 001; Chelsea Finn; Jimeng Sun 001 (CoRR, 2022)

Indication alerts to improve problem list documentation. - 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; et al. (J. Am. Medical Informatics Assoc., 2022)

An Iterative Self-Learning Framework for Medical Domain Generalization. - Zhenbang Wu; Huaxiu Yao; David M. Liebovitz; Jimeng Sun 001 (NeurIPS, 2023)

How to Cover up Anomalous Accesses to Electronic Health Records. - Xiaojun Xu; Qingying Hao; Zhuolin Yang; Bo Li 026; David M. Liebovitz; Gang Wang 011; Carl A. Gunter (USENIX Security Symposium, 2023)

An exploratory survey about using ChatGPT in education, healthcare, and research. - Catherine A. Gao; Mohammad Hosseini 003; David M. Liebovitz; Alexandre Carvalho; Faraz S. Ahmad; Yuan Luo 001; Ngan MacDonald; Kristi L. Holmes; Abel N. Kho (Zenodo, 2023)

MediTools - Medical Education Powered by LLMs. - Amr Alshatnawi; Remi Sampaleanu; David M. Liebovitz (CoRR, 2025)