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You Chen
Publications
- 2023
- [c50]Cheng Gao, You Chen:
Discovering Social Determinant of Health Risk Factors for Perinatal Morbidity Through Real World Data. MedInfo 2023: 1312-1316 - 2021
- [j21]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) - [j19]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) - [j18]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) - [c44]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. AMIA 2021 - [c37]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 - [c36]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake into Primary Care During the COVID-19 Pandemic. MedInfo 2021: 1032-1033 - 2020
- [j11]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) - 2019
- [j10]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) - [c30]Cheng Gao, Chao Yan, Bradley A. Malin, You Chen:
Corpus Size Influences Clinical Concept Embeddings. AMIA 2019 - [c28]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 - [c27]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 - [c26]Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin:
Deep Imputation of Temporal Data. ICHI 2019: 1-3 - [c25]Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
XGBoost Imputation for Time Series Data. ICHI 2019: 1-3 - [c24]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 - [c23]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 - 2017
- [c21]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
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