Feng Xie

Stanford University - Stanford / United States

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AD Scientific Index ID: 5953741

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Feng Xie's MOST POPULAR ARTICLES

1-) AutoScore: a machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health recordsF Xie, B Chakraborty, MEH Ong, BA Goldstein, N LiuJMIR medical informatics 8 (10), e21798, 2020

2-) Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologiesF Xie, H Yuan, Y Ning, MEH Ong, M Feng, W Hsu, B Chakraborty, N LiuJournal of biomedical informatics 126, 103980, 2022792022

3-) Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniquesM Liu, S Li, H Yuan, MEH Ong, Y Ning, F Xie, SE Saffari, Y Shang, ...Artificial intelligence in medicine 142, 102587, 2023432023

4-) Development and assessment of an interpretable machine learning triage tool for estimating mortality after emergency admissionsF Xie, MEH Ong, JNMH Liew, KBK Tan, AFW Ho, GD Nadarajan, LL Low, ...JAMA network open 4 (8), e2118467-e2118467, 2021432021

5-) Benchmarking emergency department prediction models with machine learning and public electronic health recordsF Xie, J Zhou, JW Lee, M Tan, S Li, LSO Rajnthern, ML Chee, ...Scientific Data 9 (1), 658, 2022372022

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