Chen, Yixin

Compressing Neural Networks with the Hashing Trick

Chen, W., Wilson, J. T., Tyree, S., Weinberger, K. Q., & Chen, Y. (2015) · arXiv

Advanced Neural Network ApplicationsStochastic Gradient Optimization Techniques

Cited by 974

Deep-learning model for predicting 30-day postoperative mortality

Fritz, B. A., Cui, Z., Zhang, M., He, Y., Chen, Y., Kronzer, A., Ben Abdallah, A., King, C. R., & Avidan, M. S. (2019) · British Journal of Anaesthesia

Machine Learning in HealthcareCardiac, Anesthesia and Surgical Outcomes

Cited by 127

An integrated data mining approach to real-time clinical monitoring and deterioration warning

Mao, Y., Chen, W., Chen, Y., Lu, C., Kollef, M., & Bailey, T. (2012) · Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

Healthcare Technology and Patient MonitoringArtificial Intelligence in Healthcare

Cited by 76

Using machine learning techniques to develop forecasting algorithms for postoperative complications: protocol for a retrospective study

Fritz, B. A., Chen, Y., Murray-Torres, T. M., Gregory, S., Ben Abdallah, A., Kronzer, A., McKinnon, S. L., Budelier, T., Helsten, D. L., Wildes, T. S., et al. (2018) · BMJ Open

Machine Learning in HealthcareCardiac, Anesthesia and Surgical Outcomes

Cited by 42

Predicting self-intercepted medication ordering errors using machine learning

King, C. R., Abraham, J., Fritz, B. A., Cui, Z., Galanter, W., Chen, Y., & Kannampallil, T. (2021) · PLOS ONE

Patient Safety and Medication ErrorsElectronic Health Records Systems

Cited by 22

M3NetFlow: A multi-scale multi-hop graph AI model for integrative multi-omic data analysis

Zhang, H., Goedegebuure, S. P., Ding, L., DeNardo, D., Fields, R. C., Province, M., Chen, Y., Payne, P., & Li, F. (2025) · iScience

Bioinformatics and Genomic NetworksComputational Drug Discovery Methods

Cited by 12

Fast flux discriminant for large-scale sparse nonlinear classification

Chen, W., Chen, Y., & Weinberger, K. Q. (2014) · Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining

Stochastic Gradient Optimization TechniquesFace and Expression Recognition

Cited by 12