Detection of anomalous insiders in collaborative environments via relational analysis of access logs. - You Chen 001; Bradley A. Malin (CODASPY, 2011)

Leveraging social networks to detect anomalous insider actions in collaborative environments. - You Chen 001; Steve Nyemba; Wen Zhang; Bradley A. Malin (ISI, 2011)

Context-Aware Anomaly Detection for Electronic Medical Record Systems. - Xiaowei Li 003; Yuan Xue 001; You Chen 001; Bradley A. Malin (HealthSec, 2011)

Auditing Medical Records Accesses via Healthcare Interaction Networks. - You Chen 001; Steve Nyemba; Bradley A. Malin (AMIA, 2012)

Specializing network analysis to detect anomalous insider actions. - You Chen 001; Steve Nyemba; Wen Zhang; Bradley A. Malin (Secur. Informatics, 2012)

Detecting Anomalous Insiders in Collaborative Information Systems. - You Chen 001; Steve Nyemba; Bradley A. Malin (IEEE Trans. Dependable Secur. Comput., 2012)

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

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)

We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. - You Chen 001; Nancy M. Lorenzi; Steve Nyemba; Jonathan S. Schildcrout; Bradley A. Malin (Int. J. Medical Informatics, 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)

Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. - Yichen Wang 001; Robert Chen 001; Joydeep Ghosh; Joshua C. Denny; Abel N. Kho; You Chen 001; Bradley A. Malin; Jimeng Sun 001 (KDD, 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)

#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. - Zhijun Yin; You Chen 001; Daniel Fabbri; Jimeng Sun 001; Bradley A. Malin (ICWSM, 2016)

Predicting Length of Stay for Obstetric Patients via Electronic Medical Records. - Cheng Gao; Abel N. Kho; Catherine Ivory; Sarah Osmundson; Bradley A. Malin; You Chen 001 (MedInfo, 2017)

A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome. - You Chen 001; Mayur B. Patel; Candace D. McNaughton; Bradley A. Malin (CoRR, 2017)

A machine learning-based framework to identify type 2 diabetes through electronic health records. - Tao Zheng; Wei Xie 002; Liling Xu; Xiaoying He; Ya Zhang 002; Mingrong You; Gong Yang; You Chen 001 (Int. J. Medical Informatics, 2017)

Identifying collaborative care teams through electronic medical record utilization patterns. - You Chen 001; Nancy M. Lorenzi; Warren S. Sandberg; Kelly Wolgast; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2017)

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)

Interaction patterns of trauma providers are associated with length of stay. - You Chen 001; Mayur B. Patel; Candace D. McNaughton; Bradley A. Malin (J. Am. Medical Informatics Assoc., 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)

Advancing Common Approaches to Working with EHR Log Data. - Julia Adler-Milstein; You Chen 001; Michelle R. Hribar; Jennifer R. Popovic; J. Marc Overhage (AMIA, 2019)

Corpus Size Influences Clinical Concept Embeddings. - Cheng Gao; Chao Yan 004; Bradley A. Malin; You Chen 001 (AMIA, 2019)

Provider Networks in the Neonatal Intensive Care Unit Associate with Length of Stay. - Cindy Kim; Christoph U. Lehmann; Dupree Hatch; Jonathan S. Schildcrout; Daniel J. France; You Chen 001 (CIC, 2019)

Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. - Cheng Gao; Abel N. Kho; Sarah Osmundson; Bradley A. Malin; You Chen 001 (ICHI, 2019)

A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. - Cheng Gao; Chao Yan 004; Sarah Osmundson; Bradley A. Malin; You Chen 001 (ICHI, 2019)

Deep Imputation of Temporal Data. - Chao Yan 004; Cheng Gao; Xinmeng Zhang; You Chen 001; Bradley A. Malin (ICHI, 2019)

XGBoost Imputation for Time Series Data. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (ICHI, 2019)

Learning to Identify Severe Maternal Morbidity from Electronic Health Records. - Cheng Gao; Sarah Osmundson; Xiaowei Yan; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (MedInfo, 2019)

Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. - Cheng Gao; Sarah Osmundson; Xiaowei Yan; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (MedInfo, 2019)

Deep learning predicts extreme preterm birth from electronic health records. - Cheng Gao; Sarah Osmundson; Digna Velez Edwards; Gretchen Purcell Jackson; Bradley A. Malin; You Chen 001 (J. Biomed. Informatics, 2019)

Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. - Barrett Jones; Xinmeng Zhang; Bradley A. Malin; You Chen 001 (AMIA, 2020)

Metrics for assessing physician activity using electronic health record log data. - Christine A. Sinsky; Adam Rule; Genna R. Cohen; Brian G. Arndt; Tait D. Shanafelt; Christopher D. Sharp; Sally L. Baxter; Ming Tai-Seale; Sherry H. F. Yan; You Chen 001; Julia Adler-Milstein; Michelle R. Hribar (J. Am. Medical Informatics Assoc., 2020)

Predicting Missing Values in Medical Data Via XGBoost Regression. - Xinmeng Zhang; Chao Yan 004; Cheng Gao; Bradley A. Malin; You Chen 001 (J. Heal. Informatics Res., 2020)

Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. - Cheng Gao; Bradley A. Malin; You Chen 001 (AMIA, 2021)

Discovering Drug-Drug Interactions in COVID-19 Patients. - Eugene Jeong; Anna K. Person; Joanna L. Stollings; Lang Li 001; You Chen 001 (AMIA, 2021)

Predicting Next-Day Discharge via Electronic Health Record Audit Logs. - Xinmeng Zhang; Chao Yan 004; Mayur B. Patel; Bradley A. Malin; You Chen 001 (AMIA, 2021)

Perioperative Care Structures and Non-Routine Events: Network Analysis. - You Chen 001; Mhd Wael Alrifai; Yang Gong; Rhodes Evan; Jason Slagle; Bradley A. Malin; Daniel J. France (MedInfo, 2021)

Teamwork and Patient Safety in Intensive Care Units: Challenges and Opportunities. - You Chen 001; Yang Gong (MedInfo, 2021)

Telehealth Uptake into Primary Care During the COVID-19 Pandemic. - Cheng Gao; Bradley A. Malin; You Chen 001 (MedInfo, 2021)

Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. - Cheng Gao; Sarah Osmundson; Bradley A. Malin; You Chen 001 (MedInfo, 2021)

Detecting Drug-Drug Interactions in COVID-19 Patients. - Eugene Jeong; Anna K. Person; Joanna L. Stollings; Yu Su 001; Lang Li 001; You Chen 001 (MedInfo, 2021)

Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. - Eugene Jeong; Sarah Osmundson; Cheng Gao; Digna Velez Edwards; Bradley A. Malin; You Chen 001 (Comput. Methods Programs Biomed., 2021)

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. - Bob Chen 001; Wael Alrifai; Cheng Gao; Barrett Jones; Laurie L. Novak; Nancy M. Lorenzi; Daniel J. France; Bradley A. Malin; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Predicting brain function status changes in critically ill patients via Machine learning. - Chao Yan 004; Cheng Gao; Ziqi Zhang 005; Wencong Chen; Bradley A. Malin; Eugene Wesley Ely; Mayur B. Patel; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Predicting next-day discharge via electronic health record access logs. - Xinmeng Zhang; Chao Yan 004; Bradley A. Malin; Mayur B. Patel; You Chen 001 (J. Am. Medical Informatics Assoc., 2021)

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. - Bernal Jimenez Gutierrez; Nikolas McNeal; Clayton Washington; You Chen 001; Lang Li 001; Huan Sun 001; Yu Su 001 (EMNLP (Findings), 2022)

Measuring and Maximizing Undivided Attention in the Context of Electronic Health Records. - You Chen 001; Julia Adler-Milstein; Christine A. Sinsky (Appl. Clin. Inform., 2022)

Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. - Yongkang Xiao; Yu Hou; Huixue Zhou; Gayo Diallo; Marcelo Fiszman; Julian Wolfson; Halil Kilicoglu; You Chen 001; Hua Xu 001; William G. Mantyh; Rui Zhang 028 (ICHI, 2023)

Learning from Non-Routine Events and Teamwork in Intensive Care Units: Challenges and Opportunities. - Yang Gong; You Chen 001 (MedInfo, 2023)

Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records. - Eugene Jeong; Yu Su 001; Lang Li 001; You Chen 001 (J. Biomed. Informatics, 2024)

Large language models are less effective at clinical prediction tasks than locally trained machine learning models. - Katherine E. Brown; Chao Yan 004; Zhuohang Li; Xinmeng Zhang; Benjamin X. Collins; You Chen 001; Ellen Wright Clayton; Murat Kantarcioglu; Yevgeniy Vorobeychik; Bradley A. Malin (J. Am. Medical Informatics Assoc., 2025)