You Chen

According to our database, You Chen authored at least 50 papers between 2011 and 2024.

Collaborative distances:

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

2024

Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records.

Eugene Jeong, Yu Su, Lang Li, You Chen

J. Biomed. Informatics, 2024

2023

Learning from Non-Routine Events and Teamwork in Intensive Care Units: Challenges and Opportunities.

Yang Gong, You Chen

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

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, Hua Xu, William G. Mantyh, Rui Zhang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

Measuring and Maximizing Undivided Attention in the Context of Electronic Health Records.

You Chen, Julia Adler-Milstein, Christine A. Sinsky

Appl. Clin. Inform., August, 2022

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.

Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Predicting next-day discharge via electronic health record access logs.

Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen

J. Am. Medical Informatics Assoc., 2021

Predicting brain function status changes in critically ill patients via Machine learning.

Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen

J. Am. Medical Informatics Assoc., 2021

Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.

Bob Chen, Wael Alrifai, Cheng Gao, Barrett Jones, Laurie L. Novak, Nancy M. Lorenzi, Daniel J. France, Bradley A. Malin, You Chen

J. Am. Medical Informatics Assoc., 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

Comput. Methods Programs Biomed., 2021

Detecting Drug-Drug Interactions in COVID-19 Patients.

Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care.

Cheng Gao, Sarah Osmundson, Bradley A. Malin, You Chen

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Telehealth Uptake into Primary Care During the COVID-19 Pandemic.

Cheng Gao, Bradley A. Malin, You Chen

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Teamwork and Patient Safety in Intensive Care Units: Challenges and Opportunities.

You Chen, Yang Gong

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Perioperative Care Structures and Non-Routine Events: Network Analysis.

You Chen, Mhd Wael Alrifai, Yang Gong, Rhodes Evan, Jason Slagle, Bradley A. Malin, Daniel J. France

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Predicting Next-Day Discharge via Electronic Health Record Audit Logs.

Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen

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

Discovering Drug-Drug Interactions in COVID-19 Patients.

Eugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen

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

Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic.

Cheng Gao, Bradley A. Malin, You Chen

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

2020

Predicting Missing Values in Medical Data Via XGBoost Regression.

Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen

J. Heal. Informatics Res., 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, Julia Adler-Milstein, Michelle R. Hribar

J. Am. Medical Informatics Assoc., 2020

Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs.

Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen

Proceedings of the AMIA 2020, 2020

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

J. Biomed. Informatics, 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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 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

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

XGBoost Imputation for Time Series Data.

Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Deep Imputation of Temporal Data.

Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records.

Cheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays.

Cheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 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

Proceedings of the 5th IEEE International Conference on Collaboration and Internet Computing, 2019

Corpus Size Influences Clinical Concept Embeddings.

Cheng Gao, Chao Yan, Bradley A. Malin, You Chen

Proceedings of the AMIA 2019, 2019

2018

Learning bundled care opportunities from electronic medical records.

You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin

J. Biomed. Informatics, 2018

Interaction patterns of trauma providers are associated with length of stay.

You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2018

Mining the Best Observational Window to Model Social Phenomena.

Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin

Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018

2017

Identifying collaborative care teams through electronic medical record utilization patterns.

You Chen, Nancy M. Lorenzi, Warren S. Sandberg, Kelly Wolgast, Bradley A. Malin

J. Am. Medical Informatics Assoc., 2017

A machine learning-based framework to identify type 2 diabetes through electronic health records.

Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen

Int. J. Medical Informatics, 2017

A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome.

You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin

CoRR, 2017

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

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information.

Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients.

Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin

Proceedings of the AMIA 2016, 2016

2015

Building bridges across electronic health record systems through inferred phenotypic topics.

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

J. Biomed. Informatics, 2015

Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics.

Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization.

You Chen, Wei Xie, Carl A. Gunter, David M. Liebovitz, Sanjay Mehrotra, He Zhang, Bradley A. Malin

Proceedings of the AMIA 2015, 2015

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

Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions.

Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick N. Lawlor, David M. Liebovitz, Bradley A. Malin

Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, 2014

2013

Evolving role definitions through permission invocation patterns.

Wen Zhang, You Chen, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin

Proceedings of the 18th ACM Symposium on Access Control Models and 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

Context-Aware Anomaly Detection for Electronic Medical Record Systems.

Xiaowei Li, Yuan Xue, You Chen, Bradley A. Malin

Proceedings of the 2nd USENIX Workshop on Health Security and Privacy, 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

Detection of anomalous insiders in collaborative environments via relational analysis of access logs.

You Chen, Bradley A. Malin

Proceedings of the First ACM Conference on Data and Application Security and Privacy, 2011