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ORCIDYou Chen 0001
Person information
- affiliation: Vanderbilt University Medical Center, School of Medicine, Department of Biomedical Informatics, Nashville, TN, USA
- affiliation: Vanderbilt University, School of Engineering, Department of Computer Science, Nashville, TN, USA
Other persons with the same name
- You Chen (aka: Chen You) — disambiguation page
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2020 – today
- 2024
[j17]Eugene Jeong
, Yu Su, Lang Li, You Chen:
Discovering clinical drug-drug interactions with known pharmacokinetics mechanisms using spontaneous reporting systems and electronic health records. J. Biomed. Informatics 153: 104639 (2024)- 2023
- [c32]Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G. Mantyh, Rui Zhang:
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. ICHI 2023: 750-752 - [c31]Yang Gong, You Chen:
Learning from Non-Routine Events and Teamwork in Intensive Care Units: Challenges and Opportunities. MedInfo 2023: 324-328 - 2022
- [j16]You Chen, Julia Adler-Milstein, Christine A. Sinsky:
Measuring and Maximizing Undivided Attention in the Context of Electronic Health Records. Appl. Clin. Inform. 13(4): 774-777 (2022) - [c30]Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su:
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. EMNLP (Findings) 2022: 4497-4512 - [i3]Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su:
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again. CoRR abs/2203.08410 (2022) - 2021
- [j15]Eugene Jeong, Sarah Osmundson, Cheng Gao, Digna Velez Edwards, Bradley A. Malin, You Chen:
Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. Comput. Methods Programs Biomed. 211: 106397 (2021) - [j14]Bob Chen, Wael Alrifai, Cheng Gao, Barrett Jones, Laurie L. Novak, Nancy M. Lorenzi, Daniel J. France, Bradley A. Malin, You Chen:
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. J. Am. Medical Informatics Assoc. 28(6): 1168-1177 (2021) - [j13]Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen:
Predicting brain function status changes in critically ill patients via Machine learning. J. Am. Medical Informatics Assoc. 28(11): 2412-2422 (2021) - [j12]Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen:
Predicting next-day discharge via electronic health record access logs. J. Am. Medical Informatics Assoc. 28(12): 2670-2680 (2021) - [c29]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. AMIA 2021 - [c28]Eugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen:
Discovering Drug-Drug Interactions in COVID-19 Patients. AMIA 2021 - [c27]Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen:
Predicting Next-Day Discharge via Electronic Health Record Audit Logs. AMIA 2021 - [c26]Eugene Jeong, Anna K. Person, Joanna L. Stollings, Yu Su, Lang Li, You Chen:
Detecting Drug-Drug Interactions in COVID-19 Patients. MedInfo 2021: 330-334 - [c25]You Chen, Mhd Wael Alrifai, Yang Gong, Rhodes Evan, Jason Slagle, Bradley A. Malin, Daniel J. France:
Perioperative Care Structures and Non-Routine Events: Network Analysis. MedInfo 2021: 359-363 - [c24]You Chen, Yang Gong:
Teamwork and Patient Safety in Intensive Care Units: Challenges and Opportunities. MedInfo 2021: 469-473 - [c23]Cheng Gao, Sarah Osmundson, Bradley A. Malin, You Chen:
Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. MedInfo 2021: 503-507 - [c22]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake into Primary Care During the COVID-19 Pandemic. MedInfo 2021: 1032-1033 - 2020
- [j11]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:
Metrics for assessing physician activity using electronic health record log data. J. Am. Medical Informatics Assoc. 27(4): 639-643 (2020) - [j10]Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
Predicting Missing Values in Medical Data Via XGBoost Regression. J. Heal. Informatics Res. 4(4): 383-394 (2020) - [c21]Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen:
Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. AMIA 2020
2010 – 2019
- 2019
- [j9]Cheng Gao, Sarah Osmundson, Digna Velez Edwards, Gretchen Purcell Jackson, Bradley A. Malin, You Chen:
Deep learning predicts extreme preterm birth from electronic health records. J. Biomed. Informatics 100 (2019) - [c20]Cheng Gao, Chao Yan, Bradley A. Malin, You Chen:
Corpus Size Influences Clinical Concept Embeddings. AMIA 2019 - [c19]Cindy Kim, Christoph U. Lehmann, Dupree Hatch, Jonathan S. Schildcrout, Daniel J. France, You Chen:
Provider Networks in the Neonatal Intensive Care Unit Associate with Length of Stay. CIC 2019: 127-134 - [c18]Cheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen:
Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. ICHI 2019: 1-8 - [c17]Cheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen:
A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. ICHI 2019: 1-7 - [c16]Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin:
Deep Imputation of Temporal Data. ICHI 2019: 1-3 - [c15]Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
XGBoost Imputation for Time Series Data. ICHI 2019: 1-3 - [c14]Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen:
Learning to Identify Severe Maternal Morbidity from Electronic Health Records. MedInfo 2019: 143-147 - [c13]Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen:
Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. MedInfo 2019: 148-152 - 2018
- [j8]You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin:
Interaction patterns of trauma providers are associated with length of stay. J. Am. Medical Informatics Assoc. 25(7): 790-799 (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
- [j6]Tao Zheng, Wei Xie, Liling Xu, Xiaoying He, Ya Zhang, Mingrong You, Gong Yang, You Chen:
A machine learning-based framework to identify type 2 diabetes through electronic health records. Int. J. Medical Informatics 97: 120-127 (2017) - [j5]You Chen, Nancy M. Lorenzi, Warren S. Sandberg, Kelly Wolgast, Bradley A. Malin:
Identifying collaborative care teams through electronic medical record utilization patterns. J. Am. Medical Informatics Assoc. 24(e1): e111-e120 (2017) - [c11]Cheng Gao, Abel N. Kho, Catherine Ivory, Sarah Osmundson, Bradley A. Malin, You Chen:
Predicting Length of Stay for Obstetric Patients via Electronic Medical Records. MedInfo 2017: 1019-1023 - [i2]You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin:
A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome. CoRR abs/1705.09713 (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
- [c10]Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin:
Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. AMIA 2016 - [c9]Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin:
#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. ICWSM 2016: 456-465 - 2015
- [j4]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) - [c8]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 - [c7]Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun:
Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. KDD 2015: 1265-1274 - 2014
- [j3]You Chen, Nancy M. Lorenzi, Steve Nyemba, Jonathan S. Schildcrout, Bradley A. Malin:
We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. Int. J. Medical Informatics 83(7): 495-506 (2014) - [c6]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
- [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 - 2012
- [j2]You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin:
Specializing network analysis to detect anomalous insider actions. Secur. Informatics 1(1): 5 (2012) - [j1]You Chen, Steve Nyemba, Bradley A. Malin:
Detecting Anomalous Insiders in Collaborative Information Systems. IEEE Trans. Dependable Secur. Comput. 9(3): 332-344 (2012) - [c4]You Chen, Steve Nyemba, Bradley A. Malin:
Auditing Medical Records Accesses via Healthcare Interaction Networks. AMIA 2012 - 2011
- [c3]You Chen, Bradley A. Malin:
Detection of anomalous insiders in collaborative environments via relational analysis of access logs. CODASPY 2011: 63-74 - [c2]You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin:
Leveraging social networks to detect anomalous insider actions in collaborative environments. ISI 2011: 119-124 - [c1]Xiaowei Li, Yuan Xue, You Chen, Bradley A. Malin:
Context-Aware Anomaly Detection for Electronic Medical Record Systems. HealthSec 2011
Coauthor Index
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