You Chen - RankMe

58 papers A* 2A 1C 2Misc 10Journal 21Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	An Ensemble Approach Integrating Retrieval-Augmented Large Language Models and Boosting Algorithms for Enhanced Catatonia Phenotyping. MedInfo Yubo Feng, Ruiyan Ma, Xinmeng Zhang, You Chen
2025	—	`conf`	Integrating Large Language Models and Machine Learning for Enhanced Catatonia Phenotyping: A Study on Clinical Data from Electronic Health Records. MedInfo Yubo Feng, Ruiyan Ma, Xinmeng Zhang, You Chen
2025	J	`jnl`	Large language models are less effective at clinical prediction tasks than locally trained machine learning models. J. Am. Medical Informatics Assoc. Katherine E. Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X. Collins, You Chen, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2025	—	`conf`	Temporal Patterns of Electronic Health Record Use by Healthcare Teams: Associations with Patient Outcomes. ICHI Yubo Feng, You Chen
2024	J	`jnl`	Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records. J. Biomed. Informatics Eugene Jeong, Yu Su, Lang Li, You Chen
2023	—	`conf`	Learning from Non-Routine Events and Teamwork in Intensive Care Units: Challenges and Opportunities. MedInfo Yang Gong, You Chen
2023	—	`conf`	Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. ICHI Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G. Mantyh, Rui Zhang
2022	Misc	`conf`	Inferring EHR Utilization Workflows through Audit Logs. AMIA Xinmeng Zhang, Yuying Zhao, Chao Yan, Tyler Derr, You Chen
2022	J	`jnl`	Measuring and Maximizing Undivided Attention in the Context of Electronic Health Records. Appl. Clin. Inform. You Chen, Julia Adler-Milstein, Christine A. Sinsky
2022	—	`conf`	Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. EMNLP (Findings) Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su
2022	J	`jnl`	Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. CoRR Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su
2021	—	`conf`	Detecting Drug-Drug Interactions in COVID-19 Patients. MedInfo Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen
2021	Misc	`conf`	Discovering Drug-Drug Interactions in COVID-19 Patients. AMIA Eugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen
2021	J	`jnl`	Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. Comput. Methods Programs Biomed. Eugene Jeong, Sarah Osmundson, Cheng Gao, Digna Velez Edwards, Bradley A. Malin, You Chen
2021	J	`jnl`	Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. J. Am. Medical Informatics Assoc. Bob Chen, Wael Alrifai, Cheng Gao, Barrett Jones, Laurie L. Novak, Nancy M. Lorenzi, Daniel J. France, Bradley A. Malin, You Chen
2021	—	`conf`	Perioperative Care Structures and Non-Routine Events: Network Analysis. MedInfo You Chen, Mhd Wael Alrifai, Yang Gong, Rhodes Evan, Jason Slagle, Bradley A. Malin, Daniel J. France
2021	Misc	`conf`	Predicting Next-Day Discharge via Electronic Health Record Audit Logs. AMIA Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen
2021	J	`jnl`	Predicting brain function status changes in critically ill patients via Machine learning. J. Am. Medical Informatics Assoc. Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen
2021	J	`jnl`	Predicting next-day discharge via electronic health record access logs. J. Am. Medical Informatics Assoc. Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen
2021	—	`conf`	Teamwork and Patient Safety in Intensive Care Units: Challenges and Opportunities. MedInfo You Chen, Yang Gong
2021	Misc	`conf`	Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. AMIA Cheng Gao, Bradley A. Malin, You Chen
2021	—	`conf`	Telehealth Uptake into Primary Care During the COVID-19 Pandemic. MedInfo Cheng Gao, Bradley A. Malin, You Chen
2021	—	`conf`	Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. MedInfo Cheng Gao, Sarah Osmundson, Bradley A. Malin, You Chen
2020	Misc	`conf`	Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. AMIA Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen
2020	J	`jnl`	Metrics for assessing physician activity using electronic health record log data. J. Am. Medical Informatics Assoc. 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
2020	J	`jnl`	Predicting Missing Values in Medical Data Via XGBoost Regression. J. Heal. Informatics Res. Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2019	—	`conf`	A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. ICHI Cheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen
2019	Misc	`conf`	Advancing Common Approaches to Working with EHR Log Data. AMIA Julia Adler-Milstein, You Chen, Michelle R. Hribar, Jennifer R. Popovic, J. Marc Overhage
2019	Misc	`conf`	Corpus Size Influences Clinical Concept Embeddings. AMIA Cheng Gao, Chao Yan, Bradley A. Malin, You Chen
2019	—	`conf`	Deep Imputation of Temporal Data. ICHI Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin
2019	J	`jnl`	Deep learning predicts extreme preterm birth from electronic health records. J. Biomed. Informatics Cheng Gao, Sarah Osmundson, Digna Velez Edwards, Gretchen Purcell Jackson, Bradley A. Malin, You Chen
2019	—	`conf`	Learning to Identify Severe Maternal Morbidity from Electronic Health Records. MedInfo Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen
2019	—	`conf`	Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. MedInfo Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen
2019	—	`conf`	Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. ICHI Cheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen
2019	—	`conf`	Provider Networks in the Neonatal Intensive Care Unit Associate with Length of Stay. CIC Cindy Kim, Christoph U. Lehmann, Dupree Hatch, Jonathan S. Schildcrout, Daniel J. France, You Chen
2019	—	`conf`	XGBoost Imputation for Time Series Data. ICHI Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2018	J	`jnl`	Interaction patterns of trauma providers are associated with length of stay. J. Am. Medical Informatics Assoc. You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin
2018	J	`jnl`	Learning bundled care opportunities from electronic medical records. J. Biomed. Informatics You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin
2018	—	`conf`	Mining the Best Observational Window to Model Social Phenomena. CIC Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin
2017	J	`jnl`	A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome. CoRR You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin
2017	J	`jnl`	A machine learning-based framework to identify type 2 diabetes through electronic health records. Int. J. Medical Informatics Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen
2017	J	`jnl`	Identifying collaborative care teams through electronic medical record utilization patterns. J. Am. Medical Informatics Assoc. You Chen, Nancy M. Lorenzi, Warren S. Sandberg, Kelly Wolgast, Bradley A. Malin
2017	J	`jnl`	Learning Bundled Care Opportunities from Electronic Medical Records. CoRR You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin
2017	—	`conf`	Predicting Length of Stay for Obstetric Patients via Electronic Medical Records. MedInfo Cheng Gao, Abel N. Kho, Catherine Ivory, Sarah Osmundson, Bradley A. Malin, You Chen
2016	A	`conf`	#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. ICWSM Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin
2016	Misc	`conf`	Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. AMIA Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin
2015	J	`jnl`	Building bridges across electronic health record systems through inferred phenotypic topics. J. Biomed. Informatics 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
2015	Misc	`conf`	Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. AMIA You Chen, Wei Xie, Carl A. Gunter, David M. Liebovitz, Sanjay Mehrotra, He Zhang, Bradley A. Malin
2015	A*	`conf`	Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. KDD Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun
2014	A*	`conf`	Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. CCS Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick N. Lawlor, David M. Liebovitz, Bradley A. Malin
2014	J	`jnl`	We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. Int. J. Medical Informatics You Chen, Nancy M. Lorenzi, Steve Nyemba, Jonathan S. Schildcrout, Bradley A. Malin
2013	C	`conf`	Evolving role definitions through permission invocation patterns. SACMAT Wen Zhang, You Chen, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin
2012	Misc	`conf`	Auditing Medical Records Accesses via Healthcare Interaction Networks. AMIA You Chen, Steve Nyemba, Bradley A. Malin
2012	J	`jnl`	Detecting Anomalous Insiders in Collaborative Information Systems. IEEE Trans. Dependable Secur. Comput. You Chen, Steve Nyemba, Bradley A. Malin
2012	J	`jnl`	Specializing network analysis to detect anomalous insider actions. Secur. Informatics You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin
2011	—	`conf`	Context-Aware Anomaly Detection for Electronic Medical Record Systems. HealthSec Xiaowei Li, Yuan Xue, You Chen, Bradley A. Malin
2011	—	`conf`	Detection of anomalous insiders in collaborative environments via relational analysis of access logs. CODASPY You Chen, Bradley A. Malin
2011	C	`conf`	Leveraging social networks to detect anomalous insider actions in collaborative environments. ISI You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin